diff --git "a/scores/Llama-Guard-3-8B-IQ4_NL.log" "b/scores/Llama-Guard-3-8B-IQ4_NL.log" --- "a/scores/Llama-Guard-3-8B-IQ4_NL.log" +++ "b/scores/Llama-Guard-3-8B-IQ4_NL.log" @@ -1,2144 +1,3 @@ -build: 4730 (fe163d5b) with cc (GCC) 11.4.1 20230605 (Red Hat 11.4.1-2) for x86_64-amazon-linux -llama_model_load_from_file_impl: using device CUDA0 (Tesla T4) - 14812 MiB free -llama_model_loader: loaded meta data with 36 key-value pairs and 292 tensors from ./Llama-Guard-3-8B-IQ4_NL.gguf (version GGUF V3 (latest)) -llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output. -llama_model_loader: - kv 0: general.architecture str = llama -llama_model_loader: - kv 1: general.type str = model -llama_model_loader: - kv 2: general.name str = Llama Guard 3 8B -llama_model_loader: - kv 3: general.basename str = Llama-Guard-3 -llama_model_loader: - kv 4: general.size_label str = 8B -llama_model_loader: - kv 5: general.license str = llama3.1 -llama_model_loader: - kv 6: general.base_model.count u32 = 1 -llama_model_loader: - kv 7: general.base_model.0.name str = Meta Llama 3.1 8B -llama_model_loader: - kv 8: general.base_model.0.organization str = Meta Llama -llama_model_loader: - kv 9: general.base_model.0.repo_url str = https://huggingface.co/meta-llama/Met... -llama_model_loader: - kv 10: general.tags arr[str,6] = ["facebook", "meta", "pytorch", "llam... -llama_model_loader: - kv 11: general.languages arr[str,1] = ["en"] -llama_model_loader: - kv 12: llama.block_count u32 = 32 -llama_model_loader: - kv 13: llama.context_length u32 = 131072 -llama_model_loader: - kv 14: llama.embedding_length u32 = 4096 -llama_model_loader: - kv 15: llama.feed_forward_length u32 = 14336 -llama_model_loader: - kv 16: llama.attention.head_count u32 = 32 -llama_model_loader: - kv 17: llama.attention.head_count_kv u32 = 8 -llama_model_loader: - kv 18: llama.rope.freq_base f32 = 500000.000000 -llama_model_loader: - kv 19: llama.attention.layer_norm_rms_epsilon f32 = 0.000010 -llama_model_loader: - kv 20: llama.vocab_size u32 = 128256 -llama_model_loader: - kv 21: llama.rope.dimension_count u32 = 128 -llama_model_loader: - kv 22: tokenizer.ggml.model str = gpt2 -llama_model_loader: - kv 23: tokenizer.ggml.pre str = smaug-bpe -llama_model_loader: - kv 24: tokenizer.ggml.tokens arr[str,128256] = ["!", "\"", "#", "$", "%", "&", "'", ... -llama_model_loader: - kv 25: tokenizer.ggml.token_type arr[i32,128256] = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ... -llama_model_loader: - kv 26: tokenizer.ggml.merges arr[str,280147] = ["Ġ Ġ", "Ġ ĠĠĠ", "ĠĠ ĠĠ", "... -llama_model_loader: - kv 27: tokenizer.ggml.bos_token_id u32 = 128000 -llama_model_loader: - kv 28: tokenizer.ggml.eos_token_id u32 = 128009 -llama_model_loader: - kv 29: tokenizer.chat_template str = {% if messages|length % 2 == 0 %}{% s... -llama_model_loader: - kv 30: general.quantization_version u32 = 2 -llama_model_loader: - kv 31: general.file_type u32 = 25 -llama_model_loader: - kv 32: quantize.imatrix.file str = ./imatrix/imatrix-Llama-Guard-3-8B-sm... -llama_model_loader: - kv 33: quantize.imatrix.dataset str = ../datasets/calibration_eur_small.txt -llama_model_loader: - kv 34: quantize.imatrix.entries_count i32 = 224 -llama_model_loader: - kv 35: quantize.imatrix.chunks_count i32 = 722 -llama_model_loader: - type f32: 66 tensors -llama_model_loader: - type q5_K: 32 tensors -llama_model_loader: - type q6_K: 1 tensors -llama_model_loader: - type iq4_nl: 193 tensors -print_info: file format = GGUF V3 (latest) -print_info: file type = IQ4_NL - 4.5 bpw -print_info: file size = 4.35 GiB (4.65 BPW) -init_tokenizer: initializing tokenizer for type 2 -load: control token: 128254 '<|reserved_special_token_246|>' is not marked as EOG -load: control token: 128249 '<|reserved_special_token_241|>' is not marked as EOG -load: control token: 128246 '<|reserved_special_token_238|>' is not marked as EOG -load: control token: 128243 '<|reserved_special_token_235|>' is not marked as EOG -load: control token: 128242 '<|reserved_special_token_234|>' is not marked as EOG -load: control token: 128241 '<|reserved_special_token_233|>' is not marked as EOG -load: control token: 128240 '<|reserved_special_token_232|>' is not marked as EOG -load: control token: 128235 '<|reserved_special_token_227|>' is not marked as EOG -load: control token: 128231 '<|reserved_special_token_223|>' is not marked as EOG -load: control token: 128230 '<|reserved_special_token_222|>' is not marked as EOG -load: control token: 128228 '<|reserved_special_token_220|>' is not marked as EOG -load: control token: 128225 '<|reserved_special_token_217|>' is not marked as EOG -load: control token: 128218 '<|reserved_special_token_210|>' is not marked as EOG -load: control token: 128214 '<|reserved_special_token_206|>' is not marked as EOG -load: control token: 128213 '<|reserved_special_token_205|>' is not marked as EOG -load: control token: 128207 '<|reserved_special_token_199|>' is not marked as EOG -load: control token: 128206 '<|reserved_special_token_198|>' is not marked as EOG -load: control token: 128204 '<|reserved_special_token_196|>' is not marked as EOG -load: control token: 128200 '<|reserved_special_token_192|>' is not marked as EOG -load: control token: 128199 '<|reserved_special_token_191|>' is not marked as EOG -load: control token: 128198 '<|reserved_special_token_190|>' is not marked as EOG -load: control token: 128196 '<|reserved_special_token_188|>' is not marked as EOG -load: control token: 128194 '<|reserved_special_token_186|>' is not marked as EOG -load: control token: 128193 '<|reserved_special_token_185|>' is not marked as EOG -load: control token: 128188 '<|reserved_special_token_180|>' is not marked as EOG -load: control token: 128187 '<|reserved_special_token_179|>' is not marked as EOG -load: control token: 128185 '<|reserved_special_token_177|>' is not marked as EOG -load: control token: 128184 '<|reserved_special_token_176|>' is not marked as EOG -load: control token: 128180 '<|reserved_special_token_172|>' is not marked as EOG -load: control token: 128179 '<|reserved_special_token_171|>' is not marked as EOG -load: control token: 128178 '<|reserved_special_token_170|>' is not marked as EOG -load: control token: 128177 '<|reserved_special_token_169|>' is not marked as EOG -load: control token: 128176 '<|reserved_special_token_168|>' is not marked as EOG -load: control token: 128175 '<|reserved_special_token_167|>' is not marked as EOG -load: control token: 128171 '<|reserved_special_token_163|>' is not marked as EOG -load: control token: 128170 '<|reserved_special_token_162|>' is not marked as EOG -load: control token: 128169 '<|reserved_special_token_161|>' is not marked as EOG -load: control token: 128168 '<|reserved_special_token_160|>' is not marked as EOG -load: control token: 128165 '<|reserved_special_token_157|>' is not marked as EOG -load: control token: 128162 '<|reserved_special_token_154|>' is not marked as EOG -load: control token: 128158 '<|reserved_special_token_150|>' is not marked as EOG -load: control token: 128156 '<|reserved_special_token_148|>' is not marked as EOG -load: control token: 128155 '<|reserved_special_token_147|>' is not marked as EOG -load: control token: 128154 '<|reserved_special_token_146|>' is not marked as EOG -load: control token: 128151 '<|reserved_special_token_143|>' is not marked as EOG -load: control token: 128149 '<|reserved_special_token_141|>' is not marked as EOG -load: control token: 128147 '<|reserved_special_token_139|>' is not marked as EOG -load: control token: 128146 '<|reserved_special_token_138|>' is not marked as EOG -load: control token: 128144 '<|reserved_special_token_136|>' is not marked as EOG -load: control token: 128142 '<|reserved_special_token_134|>' is not marked as EOG -load: control token: 128141 '<|reserved_special_token_133|>' is not marked as EOG -load: control token: 128138 '<|reserved_special_token_130|>' is not marked as EOG -load: control token: 128136 '<|reserved_special_token_128|>' is not marked as EOG -load: control token: 128135 '<|reserved_special_token_127|>' is not marked as EOG -load: control token: 128134 '<|reserved_special_token_126|>' is not marked as EOG -load: control token: 128133 '<|reserved_special_token_125|>' is not marked as EOG -load: control token: 128131 '<|reserved_special_token_123|>' is not marked as EOG -load: control token: 128128 '<|reserved_special_token_120|>' is not marked as EOG -load: control token: 128124 '<|reserved_special_token_116|>' is not marked as EOG -load: control token: 128123 '<|reserved_special_token_115|>' is not marked as EOG -load: control token: 128122 '<|reserved_special_token_114|>' is not marked as EOG -load: control token: 128119 '<|reserved_special_token_111|>' is not marked as EOG -load: control token: 128115 '<|reserved_special_token_107|>' is not marked as EOG -load: control token: 128112 '<|reserved_special_token_104|>' is not marked as EOG -load: control token: 128110 '<|reserved_special_token_102|>' is not marked as EOG -load: control token: 128109 '<|reserved_special_token_101|>' is not marked as EOG -load: control token: 128108 '<|reserved_special_token_100|>' is not marked as EOG -load: control token: 128106 '<|reserved_special_token_98|>' is not marked as EOG -load: control token: 128103 '<|reserved_special_token_95|>' is not marked as EOG -load: control token: 128102 '<|reserved_special_token_94|>' is not marked as EOG -load: control token: 128101 '<|reserved_special_token_93|>' is not marked as EOG -load: control token: 128097 '<|reserved_special_token_89|>' is not marked as EOG -load: control token: 128091 '<|reserved_special_token_83|>' is not marked as EOG -load: control token: 128090 '<|reserved_special_token_82|>' is not marked as EOG -load: control token: 128089 '<|reserved_special_token_81|>' is not marked as EOG -load: control token: 128087 '<|reserved_special_token_79|>' is not marked as EOG -load: control token: 128085 '<|reserved_special_token_77|>' is not marked as EOG -load: control token: 128081 '<|reserved_special_token_73|>' is not marked as EOG -load: control token: 128078 '<|reserved_special_token_70|>' is not marked as EOG -load: control token: 128076 '<|reserved_special_token_68|>' is not marked as EOG -load: control token: 128075 '<|reserved_special_token_67|>' is not marked as EOG -load: control token: 128073 '<|reserved_special_token_65|>' is not marked as EOG -load: control token: 128068 '<|reserved_special_token_60|>' is not marked as EOG -load: control token: 128067 '<|reserved_special_token_59|>' is not marked as EOG -load: control token: 128065 '<|reserved_special_token_57|>' is not marked as EOG -load: control token: 128063 '<|reserved_special_token_55|>' is not marked as EOG -load: control token: 128062 '<|reserved_special_token_54|>' is not marked as EOG -load: control token: 128060 '<|reserved_special_token_52|>' is not marked as EOG -load: control token: 128059 '<|reserved_special_token_51|>' is not marked as EOG -load: control token: 128057 '<|reserved_special_token_49|>' is not marked as EOG -load: control token: 128054 '<|reserved_special_token_46|>' is not marked as EOG -load: control token: 128046 '<|reserved_special_token_38|>' is not marked as EOG -load: control token: 128045 '<|reserved_special_token_37|>' is not marked as EOG -load: control token: 128044 '<|reserved_special_token_36|>' is not marked as EOG -load: control token: 128043 '<|reserved_special_token_35|>' is not marked as EOG -load: control token: 128038 '<|reserved_special_token_30|>' is not marked as EOG -load: control token: 128036 '<|reserved_special_token_28|>' is not marked as EOG -load: control token: 128035 '<|reserved_special_token_27|>' is not marked as EOG -load: control token: 128032 '<|reserved_special_token_24|>' is not marked as EOG -load: control token: 128028 '<|reserved_special_token_20|>' is not marked as EOG -load: control token: 128027 '<|reserved_special_token_19|>' is not marked as EOG -load: control token: 128024 '<|reserved_special_token_16|>' is not marked as EOG -load: control token: 128023 '<|reserved_special_token_15|>' is not marked as EOG -load: control token: 128022 '<|reserved_special_token_14|>' is not marked as EOG -load: control token: 128021 '<|reserved_special_token_13|>' is not marked as EOG -load: control token: 128018 '<|reserved_special_token_10|>' is not marked as EOG -load: control token: 128016 '<|reserved_special_token_8|>' is not marked as EOG -load: control token: 128015 '<|reserved_special_token_7|>' is not marked as EOG -load: control token: 128013 '<|reserved_special_token_5|>' is not marked as EOG -load: control token: 128011 '<|reserved_special_token_3|>' is not marked as EOG -load: control token: 128005 '<|reserved_special_token_2|>' is not marked as EOG -load: control token: 128004 '<|finetune_right_pad_id|>' is not marked as EOG -load: control token: 128002 '<|reserved_special_token_0|>' is not marked as EOG -load: control token: 128252 '<|reserved_special_token_244|>' is not marked as EOG -load: control token: 128190 '<|reserved_special_token_182|>' is not marked as EOG -load: control token: 128183 '<|reserved_special_token_175|>' is not marked as EOG -load: control token: 128137 '<|reserved_special_token_129|>' is not marked as EOG -load: control token: 128182 '<|reserved_special_token_174|>' is not marked as EOG -load: control token: 128040 '<|reserved_special_token_32|>' is not marked as EOG -load: control token: 128048 '<|reserved_special_token_40|>' is not marked as EOG -load: control token: 128092 '<|reserved_special_token_84|>' is not marked as EOG -load: control token: 128215 '<|reserved_special_token_207|>' is not marked as EOG -load: control token: 128107 '<|reserved_special_token_99|>' is not marked as EOG -load: control token: 128208 '<|reserved_special_token_200|>' is not marked as EOG -load: control token: 128145 '<|reserved_special_token_137|>' is not marked as EOG -load: control token: 128031 '<|reserved_special_token_23|>' is not marked as EOG -load: control token: 128129 '<|reserved_special_token_121|>' is not marked as EOG -load: control token: 128201 '<|reserved_special_token_193|>' is not marked as EOG -load: control token: 128074 '<|reserved_special_token_66|>' is not marked as EOG -load: control token: 128095 '<|reserved_special_token_87|>' is not marked as EOG -load: control token: 128186 '<|reserved_special_token_178|>' is not marked as EOG -load: control token: 128143 '<|reserved_special_token_135|>' is not marked as EOG -load: control token: 128229 '<|reserved_special_token_221|>' is not marked as EOG -load: control token: 128007 '<|end_header_id|>' is not marked as EOG -load: control token: 128055 '<|reserved_special_token_47|>' is not marked as EOG -load: control token: 128056 '<|reserved_special_token_48|>' is not marked as EOG -load: control token: 128061 '<|reserved_special_token_53|>' is not marked as EOG -load: control token: 128153 '<|reserved_special_token_145|>' is not marked as EOG -load: control token: 128152 '<|reserved_special_token_144|>' is not marked as EOG -load: control token: 128212 '<|reserved_special_token_204|>' is not marked as EOG -load: control token: 128172 '<|reserved_special_token_164|>' is not marked as EOG -load: control token: 128160 '<|reserved_special_token_152|>' is not marked as EOG -load: control token: 128041 '<|reserved_special_token_33|>' is not marked as EOG -load: control token: 128181 '<|reserved_special_token_173|>' is not marked as EOG -load: control token: 128094 '<|reserved_special_token_86|>' is not marked as EOG -load: control token: 128118 '<|reserved_special_token_110|>' is not marked as EOG -load: control token: 128236 '<|reserved_special_token_228|>' is not marked as EOG -load: control token: 128148 '<|reserved_special_token_140|>' is not marked as EOG -load: control token: 128042 '<|reserved_special_token_34|>' is not marked as EOG -load: control token: 128139 '<|reserved_special_token_131|>' is not marked as EOG -load: control token: 128173 '<|reserved_special_token_165|>' is not marked as EOG -load: control token: 128239 '<|reserved_special_token_231|>' is not marked as EOG -load: control token: 128157 '<|reserved_special_token_149|>' is not marked as EOG -load: control token: 128052 '<|reserved_special_token_44|>' is not marked as EOG -load: control token: 128026 '<|reserved_special_token_18|>' is not marked as EOG -load: control token: 128003 '<|reserved_special_token_1|>' is not marked as EOG -load: control token: 128019 '<|reserved_special_token_11|>' is not marked as EOG -load: control token: 128116 '<|reserved_special_token_108|>' is not marked as EOG -load: control token: 128161 '<|reserved_special_token_153|>' is not marked as EOG -load: control token: 128226 '<|reserved_special_token_218|>' is not marked as EOG -load: control token: 128159 '<|reserved_special_token_151|>' is not marked as EOG -load: control token: 128012 '<|reserved_special_token_4|>' is not marked as EOG -load: control token: 128088 '<|reserved_special_token_80|>' is not marked as EOG -load: control token: 128163 '<|reserved_special_token_155|>' is not marked as EOG -load: control token: 128001 '<|end_of_text|>' is not marked as EOG -load: control token: 128113 '<|reserved_special_token_105|>' is not marked as EOG -load: control token: 128250 '<|reserved_special_token_242|>' is not marked as EOG -load: control token: 128125 '<|reserved_special_token_117|>' is not marked as EOG -load: control token: 128053 '<|reserved_special_token_45|>' is not marked as EOG -load: control token: 128224 '<|reserved_special_token_216|>' is not marked as EOG -load: control token: 128247 '<|reserved_special_token_239|>' is not marked as EOG -load: control token: 128251 '<|reserved_special_token_243|>' is not marked as EOG -load: control token: 128216 '<|reserved_special_token_208|>' is not marked as EOG -load: control token: 128006 '<|start_header_id|>' is not marked as EOG -load: control token: 128211 '<|reserved_special_token_203|>' is not marked as EOG -load: control token: 128077 '<|reserved_special_token_69|>' is not marked as EOG -load: control token: 128237 '<|reserved_special_token_229|>' is not marked as EOG -load: control token: 128086 '<|reserved_special_token_78|>' is not marked as EOG -load: control token: 128227 '<|reserved_special_token_219|>' is not marked as EOG -load: control token: 128058 '<|reserved_special_token_50|>' is not marked as EOG -load: control token: 128100 '<|reserved_special_token_92|>' is not marked as EOG -load: control token: 128209 '<|reserved_special_token_201|>' is not marked as EOG -load: control token: 128084 '<|reserved_special_token_76|>' is not marked as EOG -load: control token: 128071 '<|reserved_special_token_63|>' is not marked as EOG -load: control token: 128070 '<|reserved_special_token_62|>' is not marked as EOG -load: control token: 128049 '<|reserved_special_token_41|>' is not marked as EOG -load: control token: 128197 '<|reserved_special_token_189|>' is not marked as EOG -load: control token: 128072 '<|reserved_special_token_64|>' is not marked as EOG -load: control token: 128000 '<|begin_of_text|>' is not marked as EOG -load: control token: 128223 '<|reserved_special_token_215|>' is not marked as EOG -load: control token: 128217 '<|reserved_special_token_209|>' is not marked as EOG -load: control token: 128111 '<|reserved_special_token_103|>' is not marked as EOG -load: control token: 128203 '<|reserved_special_token_195|>' is not marked as EOG -load: control token: 128051 '<|reserved_special_token_43|>' is not marked as EOG -load: control token: 128030 '<|reserved_special_token_22|>' is not marked as EOG -load: control token: 128117 '<|reserved_special_token_109|>' is not marked as EOG -load: control token: 128010 '<|python_tag|>' is not marked as EOG -load: control token: 128238 '<|reserved_special_token_230|>' is not marked as EOG -load: control token: 128255 '<|reserved_special_token_247|>' is not marked as EOG -load: control token: 128202 '<|reserved_special_token_194|>' is not marked as EOG -load: control token: 128132 '<|reserved_special_token_124|>' is not marked as EOG -load: control token: 128248 '<|reserved_special_token_240|>' is not marked as EOG -load: control token: 128167 '<|reserved_special_token_159|>' is not marked as EOG -load: control token: 128127 '<|reserved_special_token_119|>' is not marked as EOG -load: control token: 128105 '<|reserved_special_token_97|>' is not marked as EOG -load: control token: 128039 '<|reserved_special_token_31|>' is not marked as EOG -load: control token: 128232 '<|reserved_special_token_224|>' is not marked as EOG -load: control token: 128166 '<|reserved_special_token_158|>' is not marked as EOG -load: control token: 128130 '<|reserved_special_token_122|>' is not marked as EOG -load: control token: 128114 '<|reserved_special_token_106|>' is not marked as EOG -load: control token: 128234 '<|reserved_special_token_226|>' is not marked as EOG -load: control token: 128191 '<|reserved_special_token_183|>' is not marked as EOG -load: control token: 128064 '<|reserved_special_token_56|>' is not marked as EOG -load: control token: 128140 '<|reserved_special_token_132|>' is not marked as EOG -load: control token: 128096 '<|reserved_special_token_88|>' is not marked as EOG -load: control token: 128098 '<|reserved_special_token_90|>' is not marked as EOG -load: control token: 128192 '<|reserved_special_token_184|>' is not marked as EOG -load: control token: 128093 '<|reserved_special_token_85|>' is not marked as EOG -load: control token: 128150 '<|reserved_special_token_142|>' is not marked as EOG -load: control token: 128222 '<|reserved_special_token_214|>' is not marked as EOG -load: control token: 128233 '<|reserved_special_token_225|>' is not marked as EOG -load: control token: 128220 '<|reserved_special_token_212|>' is not marked as EOG -load: control token: 128034 '<|reserved_special_token_26|>' is not marked as EOG -load: control token: 128033 '<|reserved_special_token_25|>' is not marked as EOG -load: control token: 128253 '<|reserved_special_token_245|>' is not marked as EOG -load: control token: 128195 '<|reserved_special_token_187|>' is not marked as EOG -load: control token: 128099 '<|reserved_special_token_91|>' is not marked as EOG -load: control token: 128189 '<|reserved_special_token_181|>' is not marked as EOG -load: control token: 128210 '<|reserved_special_token_202|>' is not marked as EOG -load: control token: 128174 '<|reserved_special_token_166|>' is not marked as EOG -load: control token: 128083 '<|reserved_special_token_75|>' is not marked as EOG -load: control token: 128080 '<|reserved_special_token_72|>' is not marked as EOG -load: control token: 128104 '<|reserved_special_token_96|>' is not marked as EOG -load: control token: 128082 '<|reserved_special_token_74|>' is not marked as EOG -load: control token: 128219 '<|reserved_special_token_211|>' is not marked as EOG -load: control token: 128017 '<|reserved_special_token_9|>' is not marked as EOG -load: control token: 128050 '<|reserved_special_token_42|>' is not marked as EOG -load: control token: 128205 '<|reserved_special_token_197|>' is not marked as EOG -load: control token: 128047 '<|reserved_special_token_39|>' is not marked as EOG -load: control token: 128164 '<|reserved_special_token_156|>' is not marked as EOG -load: control token: 128020 '<|reserved_special_token_12|>' is not marked as EOG -load: control token: 128069 '<|reserved_special_token_61|>' is not marked as EOG -load: control token: 128245 '<|reserved_special_token_237|>' is not marked as EOG -load: control token: 128121 '<|reserved_special_token_113|>' is not marked as EOG -load: control token: 128079 '<|reserved_special_token_71|>' is not marked as EOG -load: control token: 128037 '<|reserved_special_token_29|>' is not marked as EOG -load: control token: 128244 '<|reserved_special_token_236|>' is not marked as EOG -load: control token: 128029 '<|reserved_special_token_21|>' is not marked as EOG -load: control token: 128221 '<|reserved_special_token_213|>' is not marked as EOG -load: control token: 128066 '<|reserved_special_token_58|>' is not marked as EOG -load: control token: 128120 '<|reserved_special_token_112|>' is not marked as EOG -load: control token: 128014 '<|reserved_special_token_6|>' is not marked as EOG -load: control token: 128025 '<|reserved_special_token_17|>' is not marked as EOG -load: control token: 128126 '<|reserved_special_token_118|>' is not marked as EOG -load: special tokens cache size = 256 -load: token to piece cache size = 0.7999 MB -print_info: arch = llama -print_info: vocab_only = 0 -print_info: n_ctx_train = 131072 -print_info: n_embd = 4096 -print_info: n_layer = 32 -print_info: n_head = 32 -print_info: n_head_kv = 8 -print_info: n_rot = 128 -print_info: n_swa = 0 -print_info: n_embd_head_k = 128 -print_info: n_embd_head_v = 128 -print_info: n_gqa = 4 -print_info: n_embd_k_gqa = 1024 -print_info: n_embd_v_gqa = 1024 -print_info: f_norm_eps = 0.0e+00 -print_info: f_norm_rms_eps = 1.0e-05 -print_info: f_clamp_kqv = 0.0e+00 -print_info: f_max_alibi_bias = 0.0e+00 -print_info: f_logit_scale = 0.0e+00 -print_info: n_ff = 14336 -print_info: n_expert = 0 -print_info: n_expert_used = 0 -print_info: causal attn = 1 -print_info: pooling type = 0 -print_info: rope type = 0 -print_info: rope scaling = linear -print_info: freq_base_train = 500000.0 -print_info: freq_scale_train = 1 -print_info: n_ctx_orig_yarn = 131072 -print_info: rope_finetuned = unknown -print_info: ssm_d_conv = 0 -print_info: ssm_d_inner = 0 -print_info: ssm_d_state = 0 -print_info: ssm_dt_rank = 0 -print_info: ssm_dt_b_c_rms = 0 -print_info: model type = 8B -print_info: model params = 8.03 B -print_info: general.name = Llama Guard 3 8B -print_info: vocab type = BPE -print_info: n_vocab = 128256 -print_info: n_merges = 280147 -print_info: BOS token = 128000 '<|begin_of_text|>' -print_info: EOS token = 128009 '<|eot_id|>' -print_info: EOT token = 128009 '<|eot_id|>' -print_info: EOM token = 128008 '<|eom_id|>' -print_info: LF token = 198 'Ċ' -print_info: EOG token = 128008 '<|eom_id|>' -print_info: EOG token = 128009 '<|eot_id|>' -print_info: max token length = 256 -load_tensors: loading model tensors, this can take a while... (mmap = true) -load_tensors: layer 0 assigned to device CPU -load_tensors: layer 1 assigned to device CPU -load_tensors: layer 2 assigned to device CPU -load_tensors: layer 3 assigned to device CPU -load_tensors: layer 4 assigned to device CPU -load_tensors: layer 5 assigned to device CPU -load_tensors: layer 6 assigned to device CPU -load_tensors: layer 7 assigned to device CPU -load_tensors: layer 8 assigned to device CPU -load_tensors: layer 9 assigned to device CPU -load_tensors: layer 10 assigned to device CPU -load_tensors: layer 11 assigned to device CPU -load_tensors: layer 12 assigned to device CPU -load_tensors: layer 13 assigned to device CPU -load_tensors: layer 14 assigned to device CPU -load_tensors: layer 15 assigned to device CPU -load_tensors: layer 16 assigned to device CPU -load_tensors: layer 17 assigned to device CPU -load_tensors: layer 18 assigned to device CPU -load_tensors: layer 19 assigned to device CPU -load_tensors: layer 20 assigned to device CUDA0 -load_tensors: layer 21 assigned to device CUDA0 -load_tensors: layer 22 assigned to device CUDA0 -load_tensors: layer 23 assigned to device CUDA0 -load_tensors: layer 24 assigned to device CUDA0 -load_tensors: layer 25 assigned to device CUDA0 -load_tensors: layer 26 assigned to device CUDA0 -load_tensors: layer 27 assigned to device CUDA0 -load_tensors: layer 28 assigned to device CUDA0 -load_tensors: layer 29 assigned to device CUDA0 -load_tensors: layer 30 assigned to device CUDA0 -load_tensors: layer 31 assigned to device CUDA0 -load_tensors: layer 32 assigned to device CPU -load_tensors: tensor 'token_embd.weight' (iq4_nl) (and 202 others) cannot be used with preferred buffer type CPU_AARCH64, using CPU instead -load_tensors: offloading 12 repeating layers to GPU -load_tensors: offloaded 12/33 layers to GPU -load_tensors: CUDA0 model buffer size = 1410.38 MiB -load_tensors: CPU_Mapped model buffer size = 3043.43 MiB -...................................................................................... -llama_init_from_model: n_seq_max = 1 -llama_init_from_model: n_ctx = 512 -llama_init_from_model: n_ctx_per_seq = 512 -llama_init_from_model: n_batch = 512 -llama_init_from_model: n_ubatch = 512 -llama_init_from_model: flash_attn = 1 -llama_init_from_model: freq_base = 500000.0 -llama_init_from_model: freq_scale = 1 -llama_init_from_model: n_ctx_per_seq (512) < n_ctx_train (131072) -- the full capacity of the model will not be utilized -llama_kv_cache_init: kv_size = 512, offload = 1, type_k = 'f16', type_v = 'f16', n_layer = 32, can_shift = 1 -llama_kv_cache_init: layer 0: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 1: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 2: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 3: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 4: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 5: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 6: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 7: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 8: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 9: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 10: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 11: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 12: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 13: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 14: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 15: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 16: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 17: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 18: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 19: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 20: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 21: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 22: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 23: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 24: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 25: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 26: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 27: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 28: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 29: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 30: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: layer 31: n_embd_k_gqa = 1024, n_embd_v_gqa = 1024 -llama_kv_cache_init: CUDA0 KV buffer size = 24.00 MiB -llama_kv_cache_init: CPU KV buffer size = 40.00 MiB -llama_init_from_model: KV self size = 64.00 MiB, K (f16): 32.00 MiB, V (f16): 32.00 MiB -llama_init_from_model: CPU output buffer size = 0.49 MiB -llama_init_from_model: CUDA0 compute buffer size = 669.48 MiB -llama_init_from_model: CUDA_Host compute buffer size = 9.01 MiB -llama_init_from_model: graph nodes = 903 -llama_init_from_model: graph splits = 225 (with bs=512), 3 (with bs=1) -common_init_from_params: setting dry_penalty_last_n to ctx_size = 512 -common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable) - -system_info: n_threads = 8 (n_threads_batch = 8) / 16 | CUDA : ARCHS = 750 | USE_GRAPHS = 1 | PEER_MAX_BATCH_SIZE = 128 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | AVX512 = 1 | AVX512_VNNI = 1 | LLAMAFILE = 1 | OPENMP = 1 | AARCH64_REPACK = 1 | -kl_divergence: 1.30 seconds per pass - ETA 12.22 minutes - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 1 4.0733 ± 0.5408 0.02914 ± 0.01997 0.03083 ± 0.00719 4.471 ± 0.530 % 95.686 ± 1.275 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 2 5.0495 ± 0.5153 0.03073 ± 0.01220 0.02583 ± 0.00376 4.282 ± 0.327 % 93.529 ± 1.090 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 3 4.7574 ± 0.3932 0.08589 ± 0.01759 0.07814 ± 0.01122 9.714 ± 1.061 % 91.242 ± 1.023 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 4 5.2683 ± 0.3749 0.06850 ± 0.01372 0.06453 ± 0.00846 8.645 ± 0.897 % 91.275 ± 0.884 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 5 5.6120 ± 0.3476 0.05746 ± 0.01130 0.05603 ± 0.00679 7.908 ± 0.786 % 91.059 ± 0.799 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 6 5.9545 ± 0.3354 0.05273 ± 0.00975 0.05232 ± 0.00570 7.543 ± 0.700 % 90.196 ± 0.760 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 7 6.3395 ± 0.3361 0.05137 ± 0.00877 0.04929 ± 0.00492 7.233 ± 0.632 % 90.252 ± 0.702 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 8 6.8415 ± 0.3523 0.04414 ± 0.00801 0.04622 ± 0.00432 6.868 ± 0.583 % 90.686 ± 0.644 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 9 7.3885 ± 0.3624 0.04089 ± 0.00731 0.04385 ± 0.00385 6.624 ± 0.541 % 90.327 ± 0.617 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 10 7.5653 ± 0.3500 0.03812 ± 0.00673 0.04200 ± 0.00348 6.457 ± 0.508 % 90.353 ± 0.585 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 11 7.7163 ± 0.3421 0.03640 ± 0.00623 0.04108 ± 0.00319 6.337 ± 0.475 % 90.446 ± 0.555 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 12 7.8654 ± 0.3367 0.03833 ± 0.00593 0.04107 ± 0.00295 6.276 ± 0.444 % 90.556 ± 0.529 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 13 8.2229 ± 0.3435 0.03500 ± 0.00563 0.04080 ± 0.00277 6.287 ± 0.429 % 90.528 ± 0.509 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 14 7.9312 ± 0.3183 0.03412 ± 0.00531 0.03983 ± 0.00258 6.165 ± 0.406 % 90.504 ± 0.491 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 15 7.8604 ± 0.3041 0.03321 ± 0.00506 0.03904 ± 0.00242 6.093 ± 0.385 % 90.510 ± 0.474 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 16 7.6657 ± 0.2863 0.03255 ± 0.00483 0.03815 ± 0.00227 6.037 ± 0.365 % 90.564 ± 0.458 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 17 7.6191 ± 0.2774 0.03071 ± 0.00472 0.03747 ± 0.00214 5.945 ± 0.351 % 90.773 ± 0.440 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 18 7.7372 ± 0.2757 0.03109 ± 0.00453 0.03740 ± 0.00205 5.994 ± 0.340 % 90.741 ± 0.428 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 19 7.5193 ± 0.2608 0.03264 ± 0.00440 0.03760 ± 0.00195 6.056 ± 0.324 % 90.712 ± 0.417 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 20 7.4020 ± 0.2482 0.03271 ± 0.00426 0.03753 ± 0.00187 6.062 ± 0.310 % 90.706 ± 0.407 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 21 7.3878 ± 0.2418 0.03203 ± 0.00412 0.03699 ± 0.00178 5.982 ± 0.300 % 90.831 ± 0.394 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 22 7.1305 ± 0.2262 0.03336 ± 0.00400 0.03692 ± 0.00171 5.979 ± 0.288 % 90.838 ± 0.385 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 23 6.8794 ± 0.2125 0.03422 ± 0.00389 0.03665 ± 0.00164 5.934 ± 0.278 % 90.946 ± 0.375 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 24 6.7410 ± 0.2036 0.03492 ± 0.00386 0.03721 ± 0.00163 6.052 ± 0.277 % 90.997 ± 0.366 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 25 6.5439 ± 0.1921 0.03385 ± 0.00376 0.03697 ± 0.00156 6.012 ± 0.268 % 90.949 ± 0.359 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 26 6.4388 ± 0.1840 0.03717 ± 0.00381 0.03891 ± 0.00160 6.213 ± 0.261 % 90.860 ± 0.354 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 27 6.3731 ± 0.1783 0.03705 ± 0.00370 0.03848 ± 0.00155 6.160 ± 0.254 % 90.893 ± 0.347 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 28 6.3073 ± 0.1723 0.03719 ± 0.00363 0.03835 ± 0.00150 6.121 ± 0.247 % 90.966 ± 0.339 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 29 6.3685 ± 0.1710 0.03661 ± 0.00357 0.03821 ± 0.00145 6.076 ± 0.241 % 90.886 ± 0.335 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 30 6.3662 ± 0.1680 0.03625 ± 0.00349 0.03797 ± 0.00140 6.032 ± 0.236 % 90.863 ± 0.329 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 31 6.3662 ± 0.1654 0.03564 ± 0.00342 0.03793 ± 0.00137 5.998 ± 0.230 % 90.904 ± 0.323 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 32 6.3280 ± 0.1612 0.03513 ± 0.00333 0.03746 ± 0.00132 5.937 ± 0.225 % 90.944 ± 0.318 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 33 6.3539 ± 0.1594 0.03448 ± 0.00328 0.03736 ± 0.00129 5.904 ± 0.220 % 90.933 ± 0.313 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 34 6.3952 ± 0.1581 0.03354 ± 0.00323 0.03717 ± 0.00125 5.874 ± 0.215 % 90.946 ± 0.308 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 35 6.4291 ± 0.1568 0.03292 ± 0.00318 0.03710 ± 0.00122 5.854 ± 0.210 % 90.992 ± 0.303 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 36 6.5194 ± 0.1574 0.03369 ± 0.00315 0.03714 ± 0.00119 5.811 ± 0.206 % 90.861 ± 0.301 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 37 6.4957 ± 0.1545 0.03314 ± 0.00309 0.03678 ± 0.00116 5.776 ± 0.201 % 90.980 ± 0.295 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 38 6.5272 ± 0.1538 0.03337 ± 0.00304 0.03641 ± 0.00113 5.726 ± 0.198 % 90.960 ± 0.291 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 39 6.5260 ± 0.1515 0.03281 ± 0.00298 0.03623 ± 0.00110 5.725 ± 0.194 % 90.940 ± 0.288 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 40 6.5551 ± 0.1501 0.03311 ± 0.00292 0.03589 ± 0.00108 5.687 ± 0.191 % 91.049 ± 0.283 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 41 6.5590 ± 0.1484 0.03337 ± 0.00288 0.03565 ± 0.00105 5.655 ± 0.187 % 90.990 ± 0.280 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 42 6.4992 ± 0.1445 0.03285 ± 0.00284 0.03550 ± 0.00103 5.633 ± 0.183 % 91.008 ± 0.276 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 43 6.5346 ± 0.1437 0.03268 ± 0.00280 0.03535 ± 0.00101 5.607 ± 0.181 % 91.035 ± 0.273 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 44 6.4881 ± 0.1410 0.03265 ± 0.00278 0.03526 ± 0.00100 5.590 ± 0.177 % 91.141 ± 0.268 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 45 6.5820 ± 0.1420 0.03218 ± 0.00273 0.03495 ± 0.00098 5.545 ± 0.175 % 91.111 ± 0.266 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 46 6.5929 ± 0.1407 0.03186 ± 0.00268 0.03463 ± 0.00096 5.508 ± 0.172 % 91.159 ± 0.262 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 47 6.5886 ± 0.1390 0.03212 ± 0.00265 0.03445 ± 0.00094 5.496 ± 0.170 % 91.172 ± 0.259 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 48 6.5666 ± 0.1371 0.03207 ± 0.00261 0.03438 ± 0.00092 5.472 ± 0.167 % 91.168 ± 0.256 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 49 6.5500 ± 0.1351 0.03182 ± 0.00257 0.03418 ± 0.00090 5.448 ± 0.165 % 91.172 ± 0.254 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 50 6.6127 ± 0.1355 0.03169 ± 0.00255 0.03411 ± 0.00089 5.422 ± 0.162 % 91.176 ± 0.251 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 51 6.6807 ± 0.1358 0.03179 ± 0.00251 0.03388 ± 0.00087 5.388 ± 0.160 % 91.165 ± 0.249 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 52 6.6462 ± 0.1334 0.03127 ± 0.00247 0.03371 ± 0.00085 5.374 ± 0.158 % 91.161 ± 0.247 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 53 6.7426 ± 0.1344 0.03112 ± 0.00245 0.03365 ± 0.00084 5.348 ± 0.156 % 91.099 ± 0.245 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 54 6.7539 ± 0.1335 0.03072 ± 0.00242 0.03358 ± 0.00082 5.336 ± 0.153 % 91.133 ± 0.242 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 55 6.7702 ± 0.1327 0.03061 ± 0.00239 0.03351 ± 0.00081 5.323 ± 0.151 % 91.109 ± 0.240 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 56 6.8222 ± 0.1328 0.03053 ± 0.00236 0.03339 ± 0.00080 5.302 ± 0.149 % 91.085 ± 0.238 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 57 6.8525 ± 0.1325 0.03074 ± 0.00234 0.03344 ± 0.00079 5.286 ± 0.147 % 91.090 ± 0.236 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 58 6.8677 ± 0.1316 0.03035 ± 0.00231 0.03342 ± 0.00077 5.277 ± 0.145 % 91.116 ± 0.234 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 59 6.8208 ± 0.1293 0.03006 ± 0.00229 0.03330 ± 0.00076 5.266 ± 0.143 % 91.140 ± 0.232 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 60 6.8727 ± 0.1293 0.03033 ± 0.00227 0.03334 ± 0.00076 5.257 ± 0.142 % 91.092 ± 0.230 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 61 6.9346 ± 0.1296 0.03049 ± 0.00225 0.03319 ± 0.00075 5.232 ± 0.140 % 91.128 ± 0.228 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 62 6.9820 ± 0.1294 0.03006 ± 0.00222 0.03304 ± 0.00073 5.205 ± 0.139 % 91.164 ± 0.226 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 63 7.0459 ± 0.1301 0.03022 ± 0.00221 0.03307 ± 0.00072 5.201 ± 0.137 % 91.080 ± 0.225 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 64 7.1109 ± 0.1306 0.03045 ± 0.00219 0.03299 ± 0.00071 5.188 ± 0.135 % 91.036 ± 0.224 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 65 7.0965 ± 0.1291 0.03044 ± 0.00217 0.03287 ± 0.00070 5.172 ± 0.133 % 91.089 ± 0.221 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 66 7.0949 ± 0.1279 0.03011 ± 0.00215 0.03275 ± 0.00069 5.157 ± 0.132 % 91.081 ± 0.220 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 67 7.0835 ± 0.1266 0.02966 ± 0.00213 0.03268 ± 0.00068 5.147 ± 0.130 % 91.133 ± 0.217 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 68 7.1097 ± 0.1263 0.02924 ± 0.00211 0.03254 ± 0.00067 5.128 ± 0.129 % 91.165 ± 0.216 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 69 7.1527 ± 0.1262 0.02915 ± 0.00210 0.03253 ± 0.00067 5.111 ± 0.128 % 91.134 ± 0.214 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 70 7.1792 ± 0.1259 0.02919 ± 0.00209 0.03255 ± 0.00066 5.104 ± 0.126 % 91.137 ± 0.213 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 71 7.1658 ± 0.1248 0.02891 ± 0.00207 0.03242 ± 0.00065 5.096 ± 0.125 % 91.174 ± 0.211 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 72 7.1353 ± 0.1235 0.02855 ± 0.00205 0.03237 ± 0.00064 5.086 ± 0.123 % 91.225 ± 0.209 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 73 7.1144 ± 0.1222 0.02912 ± 0.00206 0.03278 ± 0.00068 5.123 ± 0.124 % 91.195 ± 0.208 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 74 7.1298 ± 0.1218 0.02938 ± 0.00206 0.03299 ± 0.00068 5.116 ± 0.123 % 91.161 ± 0.207 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 75 7.0702 ± 0.1198 0.03011 ± 0.00206 0.03349 ± 0.00068 5.149 ± 0.122 % 91.163 ± 0.205 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 76 7.0141 ± 0.1178 0.03136 ± 0.00206 0.03484 ± 0.00069 5.298 ± 0.120 % 91.094 ± 0.205 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 77 6.9702 ± 0.1161 0.03114 ± 0.00204 0.03467 ± 0.00068 5.284 ± 0.119 % 91.128 ± 0.203 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 78 6.9775 ± 0.1154 0.03108 ± 0.00203 0.03468 ± 0.00067 5.276 ± 0.118 % 91.176 ± 0.201 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 79 6.9874 ± 0.1149 0.03086 ± 0.00201 0.03460 ± 0.00067 5.267 ± 0.117 % 91.169 ± 0.200 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 80 6.9989 ± 0.1143 0.03087 ± 0.00200 0.03452 ± 0.00066 5.253 ± 0.116 % 91.162 ± 0.199 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 81 6.9914 ± 0.1133 0.03047 ± 0.00198 0.03455 ± 0.00065 5.256 ± 0.115 % 91.174 ± 0.197 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 82 7.0081 ± 0.1129 0.03033 ± 0.00197 0.03451 ± 0.00065 5.249 ± 0.113 % 91.153 ± 0.196 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 83 7.0229 ± 0.1125 0.03017 ± 0.00195 0.03453 ± 0.00064 5.239 ± 0.112 % 91.160 ± 0.195 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 84 7.0162 ± 0.1116 0.03019 ± 0.00194 0.03439 ± 0.00064 5.229 ± 0.111 % 91.186 ± 0.194 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 85 7.0086 ± 0.1107 0.02972 ± 0.00192 0.03432 ± 0.00063 5.213 ± 0.110 % 91.188 ± 0.193 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 86 7.0010 ± 0.1099 0.02983 ± 0.00191 0.03427 ± 0.00062 5.201 ± 0.109 % 91.208 ± 0.191 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 87 7.0781 ± 0.1107 0.02966 ± 0.00189 0.03417 ± 0.00061 5.181 ± 0.109 % 91.210 ± 0.190 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 88 7.0750 ± 0.1099 0.02971 ± 0.00188 0.03408 ± 0.00061 5.178 ± 0.108 % 91.217 ± 0.189 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 89 7.0961 ± 0.1096 0.02958 ± 0.00187 0.03418 ± 0.00060 5.169 ± 0.107 % 91.223 ± 0.188 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 90 7.1019 ± 0.1091 0.02939 ± 0.00186 0.03416 ± 0.00060 5.167 ± 0.106 % 91.229 ± 0.187 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 91 7.0966 ± 0.1083 0.02921 ± 0.00184 0.03405 ± 0.00059 5.154 ± 0.105 % 91.261 ± 0.185 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 92 7.0966 ± 0.1077 0.02960 ± 0.00183 0.03399 ± 0.00059 5.150 ± 0.104 % 91.292 ± 0.184 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 93 7.0866 ± 0.1069 0.02970 ± 0.00182 0.03389 ± 0.00058 5.141 ± 0.103 % 91.301 ± 0.183 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 94 7.0965 ± 0.1064 0.03003 ± 0.00181 0.03381 ± 0.00057 5.127 ± 0.102 % 91.289 ± 0.182 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 95 7.0867 ± 0.1056 0.02989 ± 0.00180 0.03383 ± 0.00057 5.126 ± 0.102 % 91.290 ± 0.181 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 96 7.1109 ± 0.1055 0.02985 ± 0.00179 0.03375 ± 0.00056 5.110 ± 0.101 % 91.270 ± 0.180 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 97 7.1267 ± 0.1053 0.02977 ± 0.00177 0.03366 ± 0.00056 5.096 ± 0.100 % 91.271 ± 0.179 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 98 7.1319 ± 0.1050 0.02976 ± 0.00176 0.03358 ± 0.00055 5.095 ± 0.099 % 91.273 ± 0.179 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 99 7.1312 ± 0.1045 0.02988 ± 0.00176 0.03373 ± 0.00055 5.109 ± 0.099 % 91.285 ± 0.178 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 100 7.1174 ± 0.1038 0.02967 ± 0.00175 0.03360 ± 0.00054 5.095 ± 0.098 % 91.329 ± 0.176 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 101 7.1159 ± 0.1033 0.02957 ± 0.00174 0.03361 ± 0.00054 5.097 ± 0.098 % 91.299 ± 0.176 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 102 7.1417 ± 0.1033 0.02949 ± 0.00173 0.03359 ± 0.00054 5.093 ± 0.097 % 91.307 ± 0.175 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 103 7.1695 ± 0.1033 0.02951 ± 0.00172 0.03353 ± 0.00053 5.088 ± 0.097 % 91.315 ± 0.174 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 104 7.2199 ± 0.1038 0.02974 ± 0.00171 0.03348 ± 0.00053 5.078 ± 0.096 % 91.320 ± 0.173 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 105 7.2081 ± 0.1030 0.02950 ± 0.00170 0.03347 ± 0.00053 5.069 ± 0.095 % 91.313 ± 0.172 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 106 7.2625 ± 0.1035 0.02922 ± 0.00169 0.03341 ± 0.00052 5.060 ± 0.095 % 91.310 ± 0.171 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 107 7.2804 ± 0.1034 0.02897 ± 0.00168 0.03327 ± 0.00052 5.045 ± 0.094 % 91.307 ± 0.171 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 108 7.2917 ± 0.1031 0.02920 ± 0.00167 0.03322 ± 0.00051 5.049 ± 0.094 % 91.300 ± 0.170 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 109 7.3286 ± 0.1034 0.02917 ± 0.00166 0.03310 ± 0.00051 5.034 ± 0.094 % 91.304 ± 0.169 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 110 7.3710 ± 0.1038 0.02910 ± 0.00165 0.03298 ± 0.00051 5.019 ± 0.093 % 91.294 ± 0.168 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 111 7.3869 ± 0.1036 0.02902 ± 0.00164 0.03284 ± 0.00050 5.006 ± 0.093 % 91.330 ± 0.167 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 112 7.3543 ± 0.1026 0.02898 ± 0.00163 0.03280 ± 0.00050 5.000 ± 0.092 % 91.331 ± 0.167 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 113 7.3403 ± 0.1020 0.02889 ± 0.00162 0.03275 ± 0.00049 4.993 ± 0.091 % 91.352 ± 0.166 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 114 7.3335 ± 0.1014 0.02875 ± 0.00161 0.03277 ± 0.00049 4.996 ± 0.091 % 91.335 ± 0.165 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 115 7.3120 ± 0.1007 0.02902 ± 0.00161 0.03273 ± 0.00049 4.992 ± 0.090 % 91.359 ± 0.164 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 116 7.3070 ± 0.1002 0.02870 ± 0.00160 0.03277 ± 0.00049 4.985 ± 0.090 % 91.349 ± 0.163 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 117 7.2967 ± 0.0997 0.02881 ± 0.00159 0.03272 ± 0.00048 4.979 ± 0.089 % 91.349 ± 0.163 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 118 7.2800 ± 0.0989 0.02886 ± 0.00159 0.03273 ± 0.00048 4.985 ± 0.089 % 91.333 ± 0.162 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 119 7.2632 ± 0.0983 0.02901 ± 0.00158 0.03268 ± 0.00048 4.983 ± 0.088 % 91.346 ± 0.161 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 120 7.2421 ± 0.0975 0.02925 ± 0.00157 0.03278 ± 0.00047 4.995 ± 0.088 % 91.337 ± 0.161 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 121 7.2215 ± 0.0967 0.02933 ± 0.00157 0.03285 ± 0.00047 5.023 ± 0.088 % 91.330 ± 0.160 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 122 7.1970 ± 0.0959 0.02929 ± 0.00156 0.03281 ± 0.00047 5.031 ± 0.088 % 91.334 ± 0.160 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 123 7.1668 ± 0.0951 0.02941 ± 0.00155 0.03299 ± 0.00047 5.067 ± 0.090 % 91.334 ± 0.159 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 124 7.1215 ± 0.0941 0.02944 ± 0.00154 0.03304 ± 0.00047 5.072 ± 0.090 % 91.354 ± 0.158 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 125 7.0785 ± 0.0930 0.02967 ± 0.00154 0.03303 ± 0.00047 5.076 ± 0.089 % 91.379 ± 0.157 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 126 7.0435 ± 0.0921 0.02970 ± 0.00154 0.03327 ± 0.00047 5.108 ± 0.089 % 91.369 ± 0.157 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 127 7.0145 ± 0.0913 0.02981 ± 0.00154 0.03340 ± 0.00047 5.136 ± 0.091 % 91.369 ± 0.156 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 128 7.0163 ± 0.0909 0.02998 ± 0.00153 0.03343 ± 0.00047 5.139 ± 0.091 % 91.336 ± 0.156 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 129 7.0121 ± 0.0904 0.02994 ± 0.00152 0.03339 ± 0.00047 5.134 ± 0.090 % 91.339 ± 0.155 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 130 7.0154 ± 0.0901 0.02985 ± 0.00152 0.03338 ± 0.00046 5.142 ± 0.089 % 91.342 ± 0.154 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 131 7.0158 ± 0.0898 0.02982 ± 0.00151 0.03339 ± 0.00046 5.143 ± 0.089 % 91.331 ± 0.154 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 132 6.9974 ± 0.0892 0.02976 ± 0.00150 0.03329 ± 0.00046 5.134 ± 0.089 % 91.343 ± 0.153 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 133 6.9742 ± 0.0884 0.02958 ± 0.00150 0.03324 ± 0.00046 5.132 ± 0.088 % 91.352 ± 0.153 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 134 6.9830 ± 0.0882 0.02953 ± 0.00149 0.03317 ± 0.00045 5.129 ± 0.088 % 91.352 ± 0.152 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 135 6.9753 ± 0.0878 0.02934 ± 0.00148 0.03321 ± 0.00045 5.128 ± 0.087 % 91.355 ± 0.151 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 136 6.9831 ± 0.0877 0.02935 ± 0.00148 0.03317 ± 0.00045 5.128 ± 0.087 % 91.341 ± 0.151 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 137 6.9932 ± 0.0875 0.02929 ± 0.00147 0.03314 ± 0.00044 5.125 ± 0.086 % 91.318 ± 0.151 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 138 7.0192 ± 0.0876 0.02925 ± 0.00147 0.03315 ± 0.00044 5.121 ± 0.086 % 91.321 ± 0.150 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 139 7.0416 ± 0.0877 0.02923 ± 0.00146 0.03310 ± 0.00044 5.112 ± 0.085 % 91.325 ± 0.150 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 140 7.0231 ± 0.0871 0.02921 ± 0.00146 0.03314 ± 0.00044 5.118 ± 0.085 % 91.325 ± 0.149 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 141 6.9893 ± 0.0864 0.02947 ± 0.00146 0.03333 ± 0.00044 5.168 ± 0.086 % 91.320 ± 0.148 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 142 6.9598 ± 0.0856 0.02926 ± 0.00145 0.03323 ± 0.00044 5.159 ± 0.086 % 91.326 ± 0.148 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 143 6.9156 ± 0.0846 0.02922 ± 0.00144 0.03316 ± 0.00044 5.164 ± 0.085 % 91.340 ± 0.147 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 144 6.8832 ± 0.0838 0.02921 ± 0.00143 0.03305 ± 0.00043 5.157 ± 0.085 % 91.356 ± 0.147 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 145 6.8371 ± 0.0828 0.02908 ± 0.00143 0.03296 ± 0.00043 5.153 ± 0.084 % 91.391 ± 0.146 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 146 6.8076 ± 0.0821 0.02909 ± 0.00142 0.03295 ± 0.00043 5.163 ± 0.084 % 91.405 ± 0.145 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 147 6.7823 ± 0.0815 0.02904 ± 0.00142 0.03296 ± 0.00043 5.178 ± 0.085 % 91.423 ± 0.145 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 148 6.7626 ± 0.0809 0.02897 ± 0.00141 0.03291 ± 0.00043 5.183 ± 0.084 % 91.426 ± 0.144 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 149 6.7428 ± 0.0803 0.02903 ± 0.00140 0.03287 ± 0.00042 5.188 ± 0.084 % 91.441 ± 0.144 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 150 6.7247 ± 0.0797 0.02899 ± 0.00140 0.03280 ± 0.00042 5.183 ± 0.084 % 91.441 ± 0.143 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 151 6.6936 ± 0.0790 0.02897 ± 0.00140 0.03280 ± 0.00042 5.194 ± 0.083 % 91.461 ± 0.142 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 152 6.6679 ± 0.0783 0.02901 ± 0.00139 0.03273 ± 0.00042 5.189 ± 0.083 % 91.442 ± 0.142 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 153 6.6417 ± 0.0776 0.02891 ± 0.00138 0.03271 ± 0.00041 5.185 ± 0.082 % 91.442 ± 0.142 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 154 6.6104 ± 0.0769 0.02900 ± 0.00138 0.03267 ± 0.00041 5.190 ± 0.082 % 91.446 ± 0.141 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 155 6.5902 ± 0.0763 0.02907 ± 0.00137 0.03260 ± 0.00041 5.187 ± 0.081 % 91.454 ± 0.141 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 156 6.5745 ± 0.0758 0.02900 ± 0.00137 0.03257 ± 0.00041 5.185 ± 0.081 % 91.443 ± 0.140 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 157 6.5511 ± 0.0752 0.02925 ± 0.00136 0.03254 ± 0.00041 5.186 ± 0.081 % 91.445 ± 0.140 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 158 6.5453 ± 0.0749 0.02914 ± 0.00136 0.03251 ± 0.00040 5.184 ± 0.080 % 91.445 ± 0.139 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 159 6.5232 ± 0.0743 0.02902 ± 0.00135 0.03243 ± 0.00040 5.176 ± 0.080 % 91.464 ± 0.139 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 160 6.5121 ± 0.0740 0.02910 ± 0.00135 0.03247 ± 0.00040 5.186 ± 0.080 % 91.451 ± 0.138 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 161 6.5261 ± 0.0740 0.02910 ± 0.00135 0.03257 ± 0.00040 5.194 ± 0.079 % 91.450 ± 0.138 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 162 6.5280 ± 0.0738 0.02930 ± 0.00135 0.03253 ± 0.00040 5.188 ± 0.079 % 91.448 ± 0.138 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 163 6.5469 ± 0.0738 0.02930 ± 0.00134 0.03247 ± 0.00040 5.178 ± 0.079 % 91.452 ± 0.137 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 164 6.5547 ± 0.0737 0.02927 ± 0.00134 0.03249 ± 0.00040 5.182 ± 0.079 % 91.442 ± 0.137 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 165 6.5820 ± 0.0738 0.02922 ± 0.00133 0.03248 ± 0.00040 5.183 ± 0.078 % 91.427 ± 0.136 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 166 6.6126 ± 0.0740 0.02905 ± 0.00133 0.03243 ± 0.00039 5.173 ± 0.078 % 91.403 ± 0.136 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 167 6.6315 ± 0.0741 0.02899 ± 0.00132 0.03239 ± 0.00039 5.166 ± 0.078 % 91.410 ± 0.136 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 168 6.6709 ± 0.0744 0.02904 ± 0.00132 0.03238 ± 0.00039 5.157 ± 0.078 % 91.405 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 169 6.6896 ± 0.0745 0.02914 ± 0.00131 0.03239 ± 0.00039 5.159 ± 0.077 % 91.400 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 170 6.7195 ± 0.0747 0.02901 ± 0.00131 0.03235 ± 0.00039 5.152 ± 0.077 % 91.384 ± 0.135 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 171 6.7528 ± 0.0750 0.02897 ± 0.00130 0.03233 ± 0.00039 5.145 ± 0.077 % 91.389 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 172 6.7632 ± 0.0749 0.02895 ± 0.00130 0.03229 ± 0.00038 5.146 ± 0.076 % 91.391 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 173 6.7691 ± 0.0748 0.02885 ± 0.00130 0.03229 ± 0.00038 5.152 ± 0.076 % 91.388 ± 0.134 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 174 6.7667 ± 0.0746 0.02878 ± 0.00129 0.03230 ± 0.00038 5.152 ± 0.076 % 91.375 ± 0.133 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 175 6.7881 ± 0.0746 0.02869 ± 0.00129 0.03229 ± 0.00038 5.149 ± 0.076 % 91.366 ± 0.133 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 176 6.7958 ± 0.0745 0.02859 ± 0.00129 0.03238 ± 0.00038 5.153 ± 0.075 % 91.357 ± 0.133 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 177 6.8003 ± 0.0744 0.02844 ± 0.00128 0.03248 ± 0.00038 5.176 ± 0.075 % 91.357 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 178 6.8069 ± 0.0743 0.02846 ± 0.00128 0.03251 ± 0.00038 5.178 ± 0.075 % 91.342 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 179 6.8052 ± 0.0741 0.02838 ± 0.00128 0.03245 ± 0.00037 5.173 ± 0.075 % 91.346 ± 0.132 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 180 6.8185 ± 0.0741 0.02837 ± 0.00127 0.03244 ± 0.00037 5.168 ± 0.074 % 91.338 ± 0.131 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 181 6.8210 ± 0.0739 0.02824 ± 0.00127 0.03240 ± 0.00037 5.162 ± 0.074 % 91.334 ± 0.131 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 182 6.8297 ± 0.0738 0.02817 ± 0.00126 0.03235 ± 0.00037 5.153 ± 0.074 % 91.332 ± 0.131 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 183 6.8520 ± 0.0739 0.02781 ± 0.00126 0.03234 ± 0.00037 5.145 ± 0.074 % 91.334 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 184 6.8644 ± 0.0738 0.02770 ± 0.00126 0.03230 ± 0.00037 5.136 ± 0.073 % 91.334 ± 0.130 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 185 6.8741 ± 0.0737 0.02778 ± 0.00125 0.03227 ± 0.00036 5.131 ± 0.073 % 91.339 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 186 6.8789 ± 0.0736 0.02779 ± 0.00125 0.03227 ± 0.00036 5.134 ± 0.073 % 91.339 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 187 6.8973 ± 0.0736 0.02769 ± 0.00124 0.03227 ± 0.00036 5.128 ± 0.072 % 91.322 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 188 6.9117 ± 0.0736 0.02755 ± 0.00124 0.03223 ± 0.00036 5.123 ± 0.072 % 91.312 ± 0.129 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 189 6.9228 ± 0.0736 0.02758 ± 0.00124 0.03222 ± 0.00036 5.117 ± 0.072 % 91.310 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 190 6.9331 ± 0.0735 0.02743 ± 0.00123 0.03219 ± 0.00036 5.109 ± 0.072 % 91.298 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 191 6.9270 ± 0.0733 0.02736 ± 0.00123 0.03213 ± 0.00035 5.101 ± 0.071 % 91.319 ± 0.128 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 192 6.9202 ± 0.0730 0.02735 ± 0.00122 0.03209 ± 0.00035 5.096 ± 0.071 % 91.334 ± 0.127 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 193 6.9086 ± 0.0727 0.02737 ± 0.00122 0.03204 ± 0.00035 5.090 ± 0.071 % 91.358 ± 0.127 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 194 6.9018 ± 0.0724 0.02730 ± 0.00122 0.03203 ± 0.00035 5.097 ± 0.071 % 91.360 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 195 6.9331 ± 0.0726 0.02731 ± 0.00121 0.03199 ± 0.00035 5.091 ± 0.071 % 91.358 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 196 6.9292 ± 0.0724 0.02735 ± 0.00121 0.03209 ± 0.00035 5.115 ± 0.071 % 91.349 ± 0.126 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 197 6.9311 ± 0.0722 0.02751 ± 0.00121 0.03219 ± 0.00036 5.143 ± 0.072 % 91.351 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 198 6.9229 ± 0.0719 0.02756 ± 0.00121 0.03227 ± 0.00037 5.159 ± 0.073 % 91.347 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 199 6.9149 ± 0.0716 0.02762 ± 0.00121 0.03229 ± 0.00037 5.162 ± 0.073 % 91.357 ± 0.125 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 200 6.8981 ± 0.0712 0.02768 ± 0.00121 0.03232 ± 0.00037 5.170 ± 0.073 % 91.347 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 201 6.8725 ± 0.0707 0.02767 ± 0.00121 0.03229 ± 0.00037 5.171 ± 0.073 % 91.355 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 202 6.8649 ± 0.0705 0.02762 ± 0.00120 0.03226 ± 0.00037 5.167 ± 0.072 % 91.351 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 203 6.8302 ± 0.0699 0.02804 ± 0.00120 0.03259 ± 0.00037 5.258 ± 0.075 % 91.332 ± 0.124 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 204 6.8232 ± 0.0697 0.02793 ± 0.00120 0.03257 ± 0.00037 5.256 ± 0.074 % 91.330 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 205 6.8148 ± 0.0693 0.02778 ± 0.00120 0.03254 ± 0.00037 5.249 ± 0.074 % 91.342 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 206 6.8033 ± 0.0690 0.02770 ± 0.00119 0.03254 ± 0.00037 5.251 ± 0.074 % 91.331 ± 0.123 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 207 6.7925 ± 0.0688 0.02763 ± 0.00119 0.03252 ± 0.00037 5.249 ± 0.073 % 91.338 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 208 6.7980 ± 0.0687 0.02756 ± 0.00119 0.03252 ± 0.00036 5.244 ± 0.073 % 91.340 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 209 6.8038 ± 0.0686 0.02764 ± 0.00119 0.03251 ± 0.00036 5.240 ± 0.073 % 91.352 ± 0.122 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 210 6.8021 ± 0.0684 0.02768 ± 0.00118 0.03249 ± 0.00036 5.235 ± 0.073 % 91.352 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 211 6.7864 ± 0.0681 0.02774 ± 0.00118 0.03248 ± 0.00036 5.234 ± 0.072 % 91.343 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 212 6.7615 ± 0.0676 0.02778 ± 0.00118 0.03244 ± 0.00036 5.233 ± 0.072 % 91.374 ± 0.121 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 213 6.7508 ± 0.0673 0.02774 ± 0.00117 0.03239 ± 0.00036 5.230 ± 0.072 % 91.384 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 214 6.7527 ± 0.0672 0.02762 ± 0.00117 0.03235 ± 0.00035 5.224 ± 0.071 % 91.378 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 215 6.7410 ± 0.0669 0.02758 ± 0.00117 0.03232 ± 0.00035 5.222 ± 0.071 % 91.385 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 216 6.7433 ± 0.0668 0.02775 ± 0.00116 0.03235 ± 0.00035 5.233 ± 0.072 % 91.385 ± 0.120 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 217 6.7244 ± 0.0664 0.02781 ± 0.00116 0.03234 ± 0.00035 5.231 ± 0.072 % 91.387 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 218 6.7102 ± 0.0660 0.02767 ± 0.00116 0.03235 ± 0.00035 5.234 ± 0.072 % 91.371 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 219 6.7041 ± 0.0658 0.02767 ± 0.00116 0.03236 ± 0.00035 5.234 ± 0.071 % 91.369 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 220 6.6974 ± 0.0656 0.02758 ± 0.00115 0.03235 ± 0.00035 5.232 ± 0.071 % 91.373 ± 0.119 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 221 6.6808 ± 0.0653 0.02763 ± 0.00115 0.03233 ± 0.00035 5.229 ± 0.071 % 91.385 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 222 6.6668 ± 0.0649 0.02760 ± 0.00115 0.03230 ± 0.00035 5.228 ± 0.071 % 91.380 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 223 6.6531 ± 0.0646 0.02752 ± 0.00114 0.03230 ± 0.00035 5.227 ± 0.070 % 91.380 ± 0.118 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 224 6.6464 ± 0.0644 0.02764 ± 0.00114 0.03229 ± 0.00035 5.224 ± 0.070 % 91.374 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 225 6.6485 ± 0.0643 0.02757 ± 0.00114 0.03226 ± 0.00034 5.219 ± 0.070 % 91.369 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 226 6.6404 ± 0.0640 0.02747 ± 0.00114 0.03224 ± 0.00034 5.214 ± 0.070 % 91.367 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 227 6.6038 ± 0.0635 0.02823 ± 0.00115 0.03296 ± 0.00036 5.390 ± 0.075 % 91.354 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 228 6.5988 ± 0.0633 0.02819 ± 0.00114 0.03294 ± 0.00036 5.390 ± 0.075 % 91.350 ± 0.117 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 229 6.5890 ± 0.0630 0.02811 ± 0.00114 0.03290 ± 0.00036 5.383 ± 0.075 % 91.359 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 230 6.5764 ± 0.0627 0.02821 ± 0.00114 0.03288 ± 0.00036 5.382 ± 0.075 % 91.364 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 231 6.5784 ± 0.0627 0.02835 ± 0.00114 0.03291 ± 0.00036 5.385 ± 0.074 % 91.366 ± 0.116 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 232 6.5836 ± 0.0626 0.02839 ± 0.00113 0.03286 ± 0.00036 5.378 ± 0.074 % 91.367 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 233 6.5918 ± 0.0626 0.02826 ± 0.00113 0.03283 ± 0.00036 5.373 ± 0.074 % 91.369 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 234 6.5905 ± 0.0624 0.02836 ± 0.00113 0.03288 ± 0.00036 5.382 ± 0.074 % 91.361 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 235 6.6056 ± 0.0625 0.02827 ± 0.00113 0.03291 ± 0.00035 5.380 ± 0.074 % 91.368 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 236 6.6085 ± 0.0624 0.02821 ± 0.00112 0.03296 ± 0.00035 5.384 ± 0.073 % 91.356 ± 0.115 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 237 6.6224 ± 0.0625 0.02810 ± 0.00112 0.03295 ± 0.00035 5.380 ± 0.073 % 91.356 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 238 6.6344 ± 0.0625 0.02810 ± 0.00112 0.03292 ± 0.00035 5.374 ± 0.073 % 91.358 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 239 6.6421 ± 0.0624 0.02809 ± 0.00112 0.03289 ± 0.00035 5.372 ± 0.073 % 91.361 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 240 6.6464 ± 0.0623 0.02813 ± 0.00111 0.03286 ± 0.00035 5.367 ± 0.072 % 91.351 ± 0.114 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 241 6.6528 ± 0.0623 0.02820 ± 0.00111 0.03286 ± 0.00035 5.361 ± 0.072 % 91.351 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 242 6.6665 ± 0.0623 0.02811 ± 0.00111 0.03283 ± 0.00035 5.356 ± 0.072 % 91.348 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 243 6.6694 ± 0.0622 0.02807 ± 0.00110 0.03279 ± 0.00034 5.350 ± 0.072 % 91.353 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 244 6.6868 ± 0.0623 0.02806 ± 0.00110 0.03278 ± 0.00034 5.347 ± 0.072 % 91.348 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 245 6.7061 ± 0.0624 0.02796 ± 0.00110 0.03274 ± 0.00034 5.340 ± 0.071 % 91.344 ± 0.113 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 246 6.7094 ± 0.0623 0.02792 ± 0.00110 0.03272 ± 0.00034 5.336 ± 0.071 % 91.345 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 247 6.7095 ± 0.0622 0.02795 ± 0.00110 0.03285 ± 0.00034 5.342 ± 0.071 % 91.333 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 248 6.7198 ± 0.0622 0.02804 ± 0.00109 0.03285 ± 0.00034 5.338 ± 0.071 % 91.335 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 249 6.7097 ± 0.0620 0.02793 ± 0.00109 0.03283 ± 0.00034 5.336 ± 0.071 % 91.338 ± 0.112 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 250 6.6859 ± 0.0616 0.02804 ± 0.00109 0.03286 ± 0.00034 5.346 ± 0.070 % 91.349 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 251 6.6749 ± 0.0614 0.02811 ± 0.00109 0.03291 ± 0.00034 5.350 ± 0.070 % 91.337 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 252 6.6572 ± 0.0610 0.02807 ± 0.00109 0.03294 ± 0.00034 5.360 ± 0.070 % 91.334 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 253 6.6478 ± 0.0608 0.02802 ± 0.00108 0.03291 ± 0.00034 5.357 ± 0.070 % 91.335 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 254 6.6467 ± 0.0606 0.02787 ± 0.00108 0.03289 ± 0.00033 5.354 ± 0.070 % 91.340 ± 0.111 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 255 6.6534 ± 0.0606 0.02784 ± 0.00108 0.03287 ± 0.00033 5.350 ± 0.069 % 91.334 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 256 6.6523 ± 0.0605 0.02774 ± 0.00108 0.03285 ± 0.00033 5.346 ± 0.069 % 91.328 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 257 6.6543 ± 0.0604 0.02775 ± 0.00107 0.03282 ± 0.00033 5.343 ± 0.069 % 91.333 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 258 6.6511 ± 0.0603 0.02775 ± 0.00107 0.03280 ± 0.00033 5.339 ± 0.069 % 91.345 ± 0.110 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 259 6.6481 ± 0.0601 0.02770 ± 0.00107 0.03277 ± 0.00033 5.335 ± 0.069 % 91.339 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 260 6.6411 ± 0.0599 0.02775 ± 0.00107 0.03278 ± 0.00033 5.335 ± 0.068 % 91.341 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 261 6.6266 ± 0.0596 0.02774 ± 0.00106 0.03275 ± 0.00033 5.332 ± 0.068 % 91.359 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 262 6.6165 ± 0.0594 0.02771 ± 0.00106 0.03272 ± 0.00033 5.330 ± 0.068 % 91.365 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 263 6.6128 ± 0.0593 0.02779 ± 0.00106 0.03272 ± 0.00032 5.331 ± 0.068 % 91.356 ± 0.109 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 264 6.5995 ± 0.0590 0.02775 ± 0.00106 0.03269 ± 0.00032 5.327 ± 0.067 % 91.350 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 265 6.5986 ± 0.0588 0.02765 ± 0.00106 0.03264 ± 0.00032 5.322 ± 0.067 % 91.358 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 266 6.5849 ± 0.0586 0.02776 ± 0.00105 0.03266 ± 0.00032 5.327 ± 0.067 % 91.361 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 267 6.5808 ± 0.0584 0.02772 ± 0.00105 0.03264 ± 0.00032 5.324 ± 0.067 % 91.364 ± 0.108 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 268 6.5740 ± 0.0582 0.02773 ± 0.00105 0.03264 ± 0.00032 5.323 ± 0.067 % 91.356 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 269 6.5696 ± 0.0580 0.02774 ± 0.00105 0.03266 ± 0.00032 5.330 ± 0.067 % 91.355 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 270 6.5607 ± 0.0578 0.02772 ± 0.00105 0.03268 ± 0.00032 5.335 ± 0.067 % 91.354 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 271 6.5562 ± 0.0577 0.02763 ± 0.00104 0.03266 ± 0.00032 5.332 ± 0.066 % 91.355 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 272 6.5541 ± 0.0576 0.02770 ± 0.00104 0.03271 ± 0.00032 5.336 ± 0.066 % 91.349 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 273 6.5321 ± 0.0572 0.02775 ± 0.00104 0.03271 ± 0.00032 5.336 ± 0.066 % 91.355 ± 0.107 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 274 6.5195 ± 0.0570 0.02793 ± 0.00104 0.03278 ± 0.00032 5.339 ± 0.066 % 91.355 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 275 6.5242 ± 0.0570 0.02794 ± 0.00104 0.03277 ± 0.00032 5.335 ± 0.066 % 91.367 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 276 6.5231 ± 0.0568 0.02797 ± 0.00104 0.03286 ± 0.00032 5.356 ± 0.066 % 91.360 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 277 6.5102 ± 0.0566 0.02791 ± 0.00104 0.03283 ± 0.00032 5.351 ± 0.066 % 91.374 ± 0.106 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 278 6.5046 ± 0.0565 0.02801 ± 0.00104 0.03291 ± 0.00032 5.361 ± 0.065 % 91.374 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 279 6.5077 ± 0.0564 0.02815 ± 0.00104 0.03293 ± 0.00032 5.362 ± 0.065 % 91.378 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 280 6.5181 ± 0.0564 0.02811 ± 0.00104 0.03293 ± 0.00032 5.357 ± 0.065 % 91.381 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 281 6.5272 ± 0.0565 0.02810 ± 0.00103 0.03290 ± 0.00031 5.351 ± 0.065 % 91.382 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 282 6.5388 ± 0.0565 0.02808 ± 0.00103 0.03290 ± 0.00031 5.349 ± 0.065 % 91.373 ± 0.105 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 283 6.5448 ± 0.0565 0.02806 ± 0.00103 0.03289 ± 0.00031 5.350 ± 0.065 % 91.381 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 284 6.5490 ± 0.0564 0.02811 ± 0.00103 0.03289 ± 0.00031 5.349 ± 0.065 % 91.382 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 285 6.5647 ± 0.0565 0.02812 ± 0.00103 0.03288 ± 0.00031 5.350 ± 0.064 % 91.388 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 286 6.5660 ± 0.0564 0.02806 ± 0.00102 0.03287 ± 0.00031 5.350 ± 0.064 % 91.392 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 287 6.5741 ± 0.0564 0.02804 ± 0.00102 0.03283 ± 0.00031 5.343 ± 0.064 % 91.394 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 288 6.5659 ± 0.0562 0.02800 ± 0.00102 0.03283 ± 0.00031 5.344 ± 0.064 % 91.386 ± 0.104 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 289 6.5603 ± 0.0560 0.02794 ± 0.00102 0.03279 ± 0.00031 5.339 ± 0.064 % 91.390 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 290 6.5613 ± 0.0559 0.02797 ± 0.00102 0.03278 ± 0.00031 5.336 ± 0.064 % 91.378 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 291 6.5630 ± 0.0559 0.02798 ± 0.00101 0.03278 ± 0.00031 5.338 ± 0.064 % 91.386 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 292 6.5563 ± 0.0557 0.02799 ± 0.00101 0.03278 ± 0.00030 5.339 ± 0.063 % 91.387 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 293 6.5581 ± 0.0556 0.02801 ± 0.00101 0.03277 ± 0.00030 5.338 ± 0.063 % 91.382 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 294 6.5642 ± 0.0555 0.02805 ± 0.00101 0.03276 ± 0.00030 5.334 ± 0.063 % 91.378 ± 0.103 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 295 6.5647 ± 0.0554 0.02808 ± 0.00101 0.03273 ± 0.00030 5.331 ± 0.063 % 91.382 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 296 6.5672 ± 0.0553 0.02800 ± 0.00100 0.03270 ± 0.00030 5.327 ± 0.063 % 91.382 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 297 6.5662 ± 0.0552 0.02805 ± 0.00100 0.03267 ± 0.00030 5.322 ± 0.063 % 91.390 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 298 6.5633 ± 0.0551 0.02800 ± 0.00100 0.03264 ± 0.00030 5.319 ± 0.062 % 91.388 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 299 6.5672 ± 0.0550 0.02801 ± 0.00100 0.03264 ± 0.00030 5.316 ± 0.062 % 91.387 ± 0.102 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 300 6.5699 ± 0.0549 0.02802 ± 0.00100 0.03261 ± 0.00030 5.312 ± 0.062 % 91.392 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 301 6.5660 ± 0.0548 0.02800 ± 0.00099 0.03258 ± 0.00030 5.307 ± 0.062 % 91.405 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 302 6.5597 ± 0.0546 0.02797 ± 0.00099 0.03259 ± 0.00030 5.310 ± 0.062 % 91.408 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 303 6.5622 ± 0.0546 0.02790 ± 0.00099 0.03257 ± 0.00030 5.307 ± 0.062 % 91.406 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 304 6.5528 ± 0.0544 0.02788 ± 0.00099 0.03254 ± 0.00029 5.303 ± 0.062 % 91.413 ± 0.101 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 305 6.5519 ± 0.0543 0.02801 ± 0.00099 0.03261 ± 0.00029 5.317 ± 0.062 % 91.412 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 306 6.5628 ± 0.0543 0.02792 ± 0.00099 0.03258 ± 0.00029 5.310 ± 0.062 % 91.416 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 307 6.5692 ± 0.0542 0.02789 ± 0.00098 0.03255 ± 0.00029 5.305 ± 0.062 % 91.415 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 308 6.5693 ± 0.0542 0.02786 ± 0.00098 0.03256 ± 0.00029 5.307 ± 0.061 % 91.411 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 309 6.5769 ± 0.0542 0.02796 ± 0.00098 0.03256 ± 0.00029 5.304 ± 0.061 % 91.411 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 310 6.5701 ± 0.0540 0.02789 ± 0.00098 0.03262 ± 0.00029 5.308 ± 0.061 % 91.407 ± 0.100 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 311 6.5701 ± 0.0539 0.02782 ± 0.00098 0.03261 ± 0.00029 5.305 ± 0.061 % 91.412 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 312 6.5788 ± 0.0539 0.02787 ± 0.00098 0.03264 ± 0.00029 5.312 ± 0.061 % 91.406 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 313 6.5919 ± 0.0540 0.02784 ± 0.00097 0.03262 ± 0.00029 5.305 ± 0.061 % 91.408 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 314 6.6088 ± 0.0541 0.02779 ± 0.00097 0.03261 ± 0.00029 5.302 ± 0.061 % 91.399 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 315 6.6143 ± 0.0540 0.02774 ± 0.00097 0.03259 ± 0.00029 5.300 ± 0.060 % 91.399 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 316 6.6231 ± 0.0541 0.02774 ± 0.00097 0.03257 ± 0.00029 5.296 ± 0.060 % 91.401 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 317 6.6196 ± 0.0539 0.02764 ± 0.00097 0.03256 ± 0.00029 5.294 ± 0.060 % 91.415 ± 0.099 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 318 6.6224 ± 0.0539 0.02766 ± 0.00097 0.03254 ± 0.00029 5.291 ± 0.060 % 91.410 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 319 6.6160 ± 0.0537 0.02769 ± 0.00096 0.03250 ± 0.00028 5.292 ± 0.060 % 91.416 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 320 6.6092 ± 0.0536 0.02768 ± 0.00096 0.03246 ± 0.00028 5.290 ± 0.060 % 91.415 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 321 6.6093 ± 0.0535 0.02763 ± 0.00096 0.03245 ± 0.00028 5.292 ± 0.060 % 91.420 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 322 6.6080 ± 0.0534 0.02764 ± 0.00096 0.03242 ± 0.00028 5.289 ± 0.059 % 91.421 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 323 6.6024 ± 0.0533 0.02766 ± 0.00096 0.03241 ± 0.00028 5.295 ± 0.059 % 91.425 ± 0.098 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 324 6.6059 ± 0.0532 0.02758 ± 0.00095 0.03240 ± 0.00028 5.291 ± 0.059 % 91.425 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 325 6.5978 ± 0.0531 0.02764 ± 0.00095 0.03238 ± 0.00028 5.295 ± 0.059 % 91.432 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 326 6.6006 ± 0.0530 0.02761 ± 0.00095 0.03236 ± 0.00028 5.292 ± 0.059 % 91.430 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 327 6.6022 ± 0.0530 0.02759 ± 0.00095 0.03234 ± 0.00028 5.290 ± 0.059 % 91.425 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 328 6.5975 ± 0.0528 0.02757 ± 0.00095 0.03231 ± 0.00028 5.290 ± 0.059 % 91.426 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 329 6.5915 ± 0.0527 0.02753 ± 0.00094 0.03228 ± 0.00028 5.289 ± 0.059 % 91.433 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 330 6.5781 ± 0.0525 0.02749 ± 0.00094 0.03228 ± 0.00028 5.293 ± 0.058 % 91.425 ± 0.097 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 331 6.5827 ± 0.0524 0.02740 ± 0.00094 0.03224 ± 0.00028 5.287 ± 0.058 % 91.433 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 332 6.5812 ± 0.0523 0.02737 ± 0.00094 0.03222 ± 0.00028 5.289 ± 0.058 % 91.429 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 333 6.5781 ± 0.0522 0.02739 ± 0.00094 0.03220 ± 0.00028 5.286 ± 0.058 % 91.429 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 334 6.5750 ± 0.0521 0.02736 ± 0.00094 0.03223 ± 0.00027 5.286 ± 0.058 % 91.421 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 335 6.5628 ± 0.0519 0.02735 ± 0.00094 0.03221 ± 0.00027 5.285 ± 0.058 % 91.423 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 336 6.5604 ± 0.0518 0.02725 ± 0.00093 0.03220 ± 0.00027 5.284 ± 0.058 % 91.422 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 337 6.5533 ± 0.0516 0.02722 ± 0.00093 0.03218 ± 0.00027 5.282 ± 0.058 % 91.423 ± 0.096 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 338 6.5488 ± 0.0515 0.02714 ± 0.00093 0.03216 ± 0.00027 5.278 ± 0.057 % 91.422 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 339 6.5449 ± 0.0514 0.02721 ± 0.00093 0.03215 ± 0.00027 5.276 ± 0.057 % 91.421 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 340 6.5483 ± 0.0513 0.02721 ± 0.00093 0.03212 ± 0.00027 5.271 ± 0.057 % 91.413 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 341 6.5478 ± 0.0512 0.02714 ± 0.00092 0.03208 ± 0.00027 5.268 ± 0.057 % 91.410 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 342 6.5507 ± 0.0512 0.02711 ± 0.00092 0.03206 ± 0.00027 5.269 ± 0.057 % 91.412 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 343 6.5575 ± 0.0511 0.02700 ± 0.00092 0.03204 ± 0.00027 5.264 ± 0.057 % 91.419 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 344 6.5677 ± 0.0512 0.02698 ± 0.00092 0.03200 ± 0.00027 5.258 ± 0.057 % 91.420 ± 0.095 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 345 6.5703 ± 0.0511 0.02701 ± 0.00092 0.03197 ± 0.00027 5.255 ± 0.057 % 91.416 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 346 6.5714 ± 0.0510 0.02702 ± 0.00092 0.03197 ± 0.00027 5.253 ± 0.057 % 91.409 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 347 6.5723 ± 0.0510 0.02692 ± 0.00092 0.03197 ± 0.00027 5.253 ± 0.056 % 91.411 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 348 6.5789 ± 0.0510 0.02693 ± 0.00091 0.03195 ± 0.00026 5.250 ± 0.056 % 91.414 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 349 6.5832 ± 0.0509 0.02694 ± 0.00091 0.03196 ± 0.00026 5.251 ± 0.056 % 91.420 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 350 6.5853 ± 0.0509 0.02694 ± 0.00091 0.03195 ± 0.00026 5.250 ± 0.056 % 91.426 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 351 6.5871 ± 0.0508 0.02701 ± 0.00091 0.03202 ± 0.00026 5.257 ± 0.056 % 91.416 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 352 6.5913 ± 0.0508 0.02701 ± 0.00091 0.03202 ± 0.00026 5.254 ± 0.056 % 91.410 ± 0.094 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 353 6.6082 ± 0.0509 0.02701 ± 0.00091 0.03200 ± 0.00026 5.249 ± 0.056 % 91.404 ± 0.093 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 354 6.6254 ± 0.0510 0.02710 ± 0.00091 0.03197 ± 0.00026 5.245 ± 0.056 % 91.391 ± 0.093 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 355 6.6414 ± 0.0511 0.02711 ± 0.00090 0.03195 ± 0.00026 5.242 ± 0.056 % 91.391 ± 0.093 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 356 6.6518 ± 0.0511 0.02722 ± 0.00090 0.03197 ± 0.00026 5.247 ± 0.056 % 91.397 ± 0.093 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 357 6.6681 ± 0.0512 0.02724 ± 0.00090 0.03195 ± 0.00026 5.242 ± 0.055 % 91.400 ± 0.093 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 358 6.6810 ± 0.0512 0.02723 ± 0.00090 0.03193 ± 0.00026 5.236 ± 0.055 % 91.398 ± 0.093 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 359 6.6968 ± 0.0513 0.02720 ± 0.00090 0.03191 ± 0.00026 5.231 ± 0.055 % 91.395 ± 0.093 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 360 6.7070 ± 0.0514 0.02724 ± 0.00090 0.03191 ± 0.00026 5.228 ± 0.055 % 91.389 ± 0.093 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 361 6.7118 ± 0.0513 0.02735 ± 0.00090 0.03197 ± 0.00026 5.226 ± 0.055 % 91.390 ± 0.092 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 362 6.7227 ± 0.0514 0.02733 ± 0.00090 0.03195 ± 0.00026 5.223 ± 0.055 % 91.388 ± 0.092 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 363 6.7288 ± 0.0514 0.02734 ± 0.00089 0.03194 ± 0.00026 5.220 ± 0.055 % 91.387 ± 0.092 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 364 6.7277 ± 0.0513 0.02741 ± 0.00089 0.03193 ± 0.00026 5.221 ± 0.055 % 91.383 ± 0.092 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 365 6.7366 ± 0.0513 0.02743 ± 0.00089 0.03194 ± 0.00026 5.219 ± 0.055 % 91.375 ± 0.092 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 366 6.7498 ± 0.0514 0.02737 ± 0.00089 0.03195 ± 0.00026 5.217 ± 0.055 % 91.369 ± 0.092 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 367 6.7578 ± 0.0514 0.02733 ± 0.00089 0.03194 ± 0.00026 5.214 ± 0.054 % 91.374 ± 0.092 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 368 6.7651 ± 0.0514 0.02737 ± 0.00089 0.03191 ± 0.00026 5.209 ± 0.054 % 91.378 ± 0.092 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 369 6.7704 ± 0.0514 0.02739 ± 0.00089 0.03191 ± 0.00026 5.208 ± 0.054 % 91.380 ± 0.091 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 370 6.7808 ± 0.0514 0.02736 ± 0.00088 0.03189 ± 0.00026 5.205 ± 0.054 % 91.375 ± 0.091 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 371 6.7946 ± 0.0514 0.02739 ± 0.00088 0.03189 ± 0.00026 5.200 ± 0.054 % 91.367 ± 0.091 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 372 6.8077 ± 0.0515 0.02742 ± 0.00088 0.03187 ± 0.00026 5.196 ± 0.054 % 91.359 ± 0.091 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 373 6.8089 ± 0.0514 0.02748 ± 0.00088 0.03186 ± 0.00026 5.195 ± 0.054 % 91.358 ± 0.091 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 374 6.8059 ± 0.0514 0.02742 ± 0.00088 0.03186 ± 0.00026 5.195 ± 0.054 % 91.363 ± 0.091 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 375 6.8016 ± 0.0512 0.02748 ± 0.00088 0.03182 ± 0.00026 5.191 ± 0.054 % 91.356 ± 0.091 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 376 6.8060 ± 0.0512 0.02750 ± 0.00088 0.03180 ± 0.00025 5.189 ± 0.054 % 91.353 ± 0.091 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 377 6.8208 ± 0.0513 0.02750 ± 0.00088 0.03181 ± 0.00025 5.186 ± 0.054 % 91.350 ± 0.091 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 378 6.8345 ± 0.0514 0.02750 ± 0.00087 0.03179 ± 0.00025 5.182 ± 0.053 % 91.350 ± 0.091 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 379 6.8333 ± 0.0513 0.02746 ± 0.00087 0.03179 ± 0.00025 5.182 ± 0.053 % 91.350 ± 0.090 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 380 6.8311 ± 0.0512 0.02750 ± 0.00087 0.03179 ± 0.00025 5.183 ± 0.053 % 91.351 ± 0.090 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 381 6.8246 ± 0.0511 0.02753 ± 0.00087 0.03175 ± 0.00025 5.179 ± 0.053 % 91.354 ± 0.090 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 382 6.8271 ± 0.0510 0.02752 ± 0.00087 0.03173 ± 0.00025 5.176 ± 0.053 % 91.359 ± 0.090 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 383 6.8336 ± 0.0510 0.02751 ± 0.00087 0.03172 ± 0.00025 5.172 ± 0.053 % 91.357 ± 0.090 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 384 6.8369 ± 0.0510 0.02756 ± 0.00087 0.03170 ± 0.00025 5.169 ± 0.053 % 91.367 ± 0.090 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 385 6.8397 ± 0.0509 0.02750 ± 0.00086 0.03168 ± 0.00025 5.166 ± 0.053 % 91.369 ± 0.090 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 386 6.8418 ± 0.0508 0.02746 ± 0.00086 0.03166 ± 0.00025 5.163 ± 0.053 % 91.377 ± 0.089 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 387 6.8470 ± 0.0508 0.02749 ± 0.00086 0.03164 ± 0.00025 5.160 ± 0.053 % 91.379 ± 0.089 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 388 6.8517 ± 0.0508 0.02749 ± 0.00086 0.03163 ± 0.00025 5.157 ± 0.052 % 91.383 ± 0.089 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 389 6.8538 ± 0.0508 0.02743 ± 0.00086 0.03162 ± 0.00025 5.154 ± 0.052 % 91.383 ± 0.089 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 390 6.8365 ± 0.0506 0.02773 ± 0.00086 0.03199 ± 0.00026 5.228 ± 0.054 % 91.378 ± 0.089 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 391 6.8224 ± 0.0504 0.02807 ± 0.00087 0.03224 ± 0.00026 5.271 ± 0.055 % 91.376 ± 0.089 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 392 6.8150 ± 0.0503 0.02816 ± 0.00087 0.03230 ± 0.00026 5.278 ± 0.055 % 91.369 ± 0.089 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 393 6.8183 ± 0.0502 0.02808 ± 0.00087 0.03235 ± 0.00026 5.279 ± 0.055 % 91.358 ± 0.089 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 394 6.8182 ± 0.0502 0.02817 ± 0.00086 0.03238 ± 0.00026 5.278 ± 0.055 % 91.350 ± 0.089 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 395 6.8148 ± 0.0501 0.02822 ± 0.00086 0.03240 ± 0.00026 5.280 ± 0.054 % 91.348 ± 0.089 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 396 6.8151 ± 0.0500 0.02834 ± 0.00086 0.03248 ± 0.00026 5.286 ± 0.054 % 91.344 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 397 6.8264 ± 0.0501 0.02831 ± 0.00086 0.03248 ± 0.00026 5.286 ± 0.054 % 91.337 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 398 6.8223 ± 0.0499 0.02835 ± 0.00086 0.03253 ± 0.00026 5.292 ± 0.054 % 91.337 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 399 6.8176 ± 0.0498 0.02842 ± 0.00086 0.03254 ± 0.00026 5.292 ± 0.054 % 91.334 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 400 6.8265 ± 0.0499 0.02841 ± 0.00086 0.03256 ± 0.00026 5.293 ± 0.054 % 91.328 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 401 6.8244 ± 0.0498 0.02834 ± 0.00086 0.03254 ± 0.00026 5.290 ± 0.054 % 91.333 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 402 6.8156 ± 0.0496 0.02845 ± 0.00086 0.03259 ± 0.00026 5.303 ± 0.054 % 91.336 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 403 6.8141 ± 0.0495 0.02858 ± 0.00086 0.03268 ± 0.00026 5.317 ± 0.054 % 91.330 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 404 6.8122 ± 0.0495 0.02855 ± 0.00086 0.03273 ± 0.00026 5.322 ± 0.054 % 91.321 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 405 6.8134 ± 0.0494 0.02864 ± 0.00086 0.03275 ± 0.00026 5.325 ± 0.054 % 91.319 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 406 6.8138 ± 0.0493 0.02898 ± 0.00086 0.03293 ± 0.00027 5.361 ± 0.055 % 91.308 ± 0.088 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 407 6.8133 ± 0.0493 0.02898 ± 0.00086 0.03294 ± 0.00027 5.364 ± 0.055 % 91.308 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 408 6.8078 ± 0.0492 0.02899 ± 0.00086 0.03291 ± 0.00027 5.362 ± 0.055 % 91.309 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 409 6.8122 ± 0.0491 0.02912 ± 0.00086 0.03295 ± 0.00026 5.372 ± 0.055 % 91.308 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 410 6.8034 ± 0.0490 0.02929 ± 0.00086 0.03307 ± 0.00027 5.399 ± 0.055 % 91.303 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 411 6.8014 ± 0.0489 0.02946 ± 0.00086 0.03318 ± 0.00027 5.409 ± 0.055 % 91.290 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 412 6.7891 ± 0.0488 0.02945 ± 0.00086 0.03328 ± 0.00027 5.417 ± 0.055 % 91.289 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 413 6.7874 ± 0.0487 0.02954 ± 0.00086 0.03334 ± 0.00027 5.427 ± 0.055 % 91.293 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 414 6.7949 ± 0.0487 0.02966 ± 0.00086 0.03342 ± 0.00027 5.435 ± 0.055 % 91.282 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 415 6.8001 ± 0.0487 0.02968 ± 0.00086 0.03341 ± 0.00027 5.432 ± 0.055 % 91.280 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 416 6.8006 ± 0.0486 0.02971 ± 0.00085 0.03338 ± 0.00027 5.429 ± 0.055 % 91.281 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 417 6.7950 ± 0.0485 0.02982 ± 0.00085 0.03349 ± 0.00027 5.448 ± 0.055 % 91.276 ± 0.087 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 418 6.7982 ± 0.0485 0.02998 ± 0.00085 0.03351 ± 0.00027 5.451 ± 0.055 % 91.279 ± 0.086 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 419 6.7912 ± 0.0484 0.03017 ± 0.00085 0.03365 ± 0.00027 5.479 ± 0.055 % 91.275 ± 0.086 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 420 6.7904 ± 0.0483 0.03020 ± 0.00085 0.03376 ± 0.00027 5.484 ± 0.055 % 91.261 ± 0.086 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 421 6.7928 ± 0.0483 0.03011 ± 0.00085 0.03376 ± 0.00027 5.484 ± 0.055 % 91.268 ± 0.086 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 422 6.7897 ± 0.0482 0.03021 ± 0.00085 0.03376 ± 0.00027 5.481 ± 0.055 % 91.272 ± 0.086 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 423 6.7930 ± 0.0481 0.03022 ± 0.00085 0.03377 ± 0.00027 5.481 ± 0.055 % 91.267 ± 0.086 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 424 6.7870 ± 0.0480 0.03023 ± 0.00085 0.03380 ± 0.00027 5.485 ± 0.055 % 91.273 ± 0.086 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 425 6.7740 ± 0.0479 0.03026 ± 0.00085 0.03380 ± 0.00027 5.484 ± 0.055 % 91.277 ± 0.086 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 426 6.7754 ± 0.0478 0.03029 ± 0.00085 0.03379 ± 0.00027 5.482 ± 0.055 % 91.277 ± 0.086 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 427 6.7737 ± 0.0478 0.03033 ± 0.00085 0.03382 ± 0.00027 5.486 ± 0.054 % 91.272 ± 0.086 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 428 6.7707 ± 0.0477 0.03052 ± 0.00085 0.03390 ± 0.00027 5.499 ± 0.054 % 91.270 ± 0.085 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 429 6.7622 ± 0.0476 0.03051 ± 0.00085 0.03393 ± 0.00027 5.503 ± 0.054 % 91.273 ± 0.085 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 430 6.7613 ± 0.0475 0.03054 ± 0.00085 0.03404 ± 0.00027 5.508 ± 0.054 % 91.266 ± 0.085 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 431 6.7530 ± 0.0474 0.03050 ± 0.00085 0.03405 ± 0.00027 5.507 ± 0.054 % 91.265 ± 0.085 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 432 6.7497 ± 0.0473 0.03063 ± 0.00085 0.03410 ± 0.00027 5.515 ± 0.054 % 91.258 ± 0.085 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 433 6.7490 ± 0.0473 0.03074 ± 0.00085 0.03413 ± 0.00027 5.517 ± 0.054 % 91.258 ± 0.085 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 434 6.7492 ± 0.0472 0.03072 ± 0.00085 0.03415 ± 0.00027 5.520 ± 0.054 % 91.251 ± 0.085 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 435 6.7369 ± 0.0470 0.03081 ± 0.00085 0.03428 ± 0.00027 5.536 ± 0.054 % 91.248 ± 0.085 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 436 6.7383 ± 0.0470 0.03075 ± 0.00085 0.03429 ± 0.00027 5.535 ± 0.054 % 91.246 ± 0.085 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 437 6.7343 ± 0.0469 0.03072 ± 0.00085 0.03427 ± 0.00027 5.531 ± 0.054 % 91.251 ± 0.085 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 438 6.7315 ± 0.0468 0.03073 ± 0.00084 0.03427 ± 0.00027 5.531 ± 0.054 % 91.254 ± 0.085 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 439 6.7306 ± 0.0468 0.03072 ± 0.00084 0.03425 ± 0.00027 5.529 ± 0.053 % 91.247 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 440 6.7304 ± 0.0467 0.03083 ± 0.00084 0.03428 ± 0.00027 5.528 ± 0.053 % 91.253 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 441 6.7320 ± 0.0467 0.03078 ± 0.00084 0.03429 ± 0.00027 5.528 ± 0.053 % 91.253 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 442 6.7334 ± 0.0466 0.03080 ± 0.00084 0.03428 ± 0.00027 5.525 ± 0.053 % 91.249 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 443 6.7479 ± 0.0467 0.03083 ± 0.00084 0.03430 ± 0.00027 5.526 ± 0.053 % 91.248 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 444 6.7494 ± 0.0467 0.03085 ± 0.00084 0.03432 ± 0.00027 5.526 ± 0.053 % 91.249 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 445 6.7470 ± 0.0466 0.03081 ± 0.00084 0.03431 ± 0.00026 5.524 ± 0.053 % 91.255 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 446 6.7449 ± 0.0466 0.03082 ± 0.00084 0.03431 ± 0.00026 5.524 ± 0.053 % 91.257 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 447 6.7433 ± 0.0465 0.03084 ± 0.00084 0.03430 ± 0.00026 5.527 ± 0.053 % 91.263 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 448 6.7484 ± 0.0465 0.03082 ± 0.00084 0.03430 ± 0.00026 5.526 ± 0.053 % 91.267 ± 0.084 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 449 6.7481 ± 0.0464 0.03086 ± 0.00083 0.03429 ± 0.00026 5.527 ± 0.053 % 91.263 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 450 6.7475 ± 0.0464 0.03087 ± 0.00083 0.03429 ± 0.00026 5.524 ± 0.053 % 91.266 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 451 6.7484 ± 0.0463 0.03082 ± 0.00083 0.03428 ± 0.00026 5.523 ± 0.052 % 91.269 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 452 6.7550 ± 0.0463 0.03080 ± 0.00083 0.03427 ± 0.00026 5.522 ± 0.052 % 91.275 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 453 6.7586 ± 0.0463 0.03072 ± 0.00083 0.03427 ± 0.00026 5.521 ± 0.052 % 91.276 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 454 6.7592 ± 0.0463 0.03074 ± 0.00083 0.03427 ± 0.00026 5.521 ± 0.052 % 91.277 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 455 6.7618 ± 0.0462 0.03070 ± 0.00083 0.03429 ± 0.00026 5.523 ± 0.052 % 91.273 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 456 6.7566 ± 0.0461 0.03071 ± 0.00083 0.03429 ± 0.00026 5.525 ± 0.052 % 91.273 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 457 6.7588 ± 0.0461 0.03074 ± 0.00083 0.03432 ± 0.00026 5.526 ± 0.052 % 91.259 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 458 6.7494 ± 0.0460 0.03078 ± 0.00083 0.03432 ± 0.00026 5.531 ± 0.052 % 91.266 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 459 6.7545 ± 0.0460 0.03081 ± 0.00083 0.03433 ± 0.00026 5.534 ± 0.052 % 91.266 ± 0.083 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 460 6.7620 ± 0.0460 0.03077 ± 0.00082 0.03431 ± 0.00026 5.531 ± 0.052 % 91.265 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 461 6.7587 ± 0.0459 0.03076 ± 0.00082 0.03437 ± 0.00026 5.536 ± 0.052 % 91.261 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 462 6.7578 ± 0.0459 0.03080 ± 0.00082 0.03441 ± 0.00026 5.543 ± 0.052 % 91.261 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 463 6.7485 ± 0.0458 0.03084 ± 0.00082 0.03445 ± 0.00026 5.552 ± 0.052 % 91.256 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 464 6.7514 ± 0.0457 0.03077 ± 0.00082 0.03442 ± 0.00026 5.548 ± 0.052 % 91.256 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 465 6.7651 ± 0.0458 0.03072 ± 0.00082 0.03440 ± 0.00026 5.545 ± 0.052 % 91.255 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 466 6.7711 ± 0.0458 0.03073 ± 0.00082 0.03443 ± 0.00026 5.550 ± 0.052 % 91.255 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 467 6.7703 ± 0.0458 0.03075 ± 0.00082 0.03447 ± 0.00026 5.556 ± 0.052 % 91.258 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 468 6.7725 ± 0.0457 0.03078 ± 0.00082 0.03445 ± 0.00026 5.553 ± 0.052 % 91.259 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 469 6.7707 ± 0.0457 0.03076 ± 0.00082 0.03445 ± 0.00026 5.555 ± 0.052 % 91.261 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 470 6.7701 ± 0.0456 0.03072 ± 0.00082 0.03441 ± 0.00026 5.551 ± 0.052 % 91.260 ± 0.082 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 471 6.7678 ± 0.0455 0.03073 ± 0.00082 0.03442 ± 0.00026 5.552 ± 0.052 % 91.264 ± 0.081 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 472 6.7626 ± 0.0455 0.03074 ± 0.00081 0.03440 ± 0.00026 5.553 ± 0.051 % 91.270 ± 0.081 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 473 6.7579 ± 0.0454 0.03078 ± 0.00081 0.03437 ± 0.00026 5.550 ± 0.051 % 91.272 ± 0.081 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 474 6.7553 ± 0.0453 0.03080 ± 0.00081 0.03436 ± 0.00026 5.549 ± 0.051 % 91.278 ± 0.081 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 475 6.7545 ± 0.0453 0.03079 ± 0.00081 0.03435 ± 0.00026 5.548 ± 0.051 % 91.279 ± 0.081 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 476 6.7535 ± 0.0452 0.03075 ± 0.00081 0.03434 ± 0.00026 5.548 ± 0.051 % 91.282 ± 0.081 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 477 6.7468 ± 0.0451 0.03072 ± 0.00081 0.03430 ± 0.00026 5.545 ± 0.051 % 91.286 ± 0.081 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 478 6.7443 ± 0.0450 0.03072 ± 0.00081 0.03429 ± 0.00026 5.544 ± 0.051 % 91.286 ± 0.081 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 479 6.7400 ± 0.0449 0.03068 ± 0.00081 0.03427 ± 0.00026 5.541 ± 0.051 % 91.287 ± 0.081 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 480 6.7408 ± 0.0449 0.03065 ± 0.00081 0.03425 ± 0.00025 5.539 ± 0.051 % 91.278 ± 0.081 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 481 6.7426 ± 0.0449 0.03067 ± 0.00080 0.03426 ± 0.00025 5.539 ± 0.051 % 91.284 ± 0.081 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 482 6.7464 ± 0.0449 0.03072 ± 0.00080 0.03425 ± 0.00025 5.540 ± 0.051 % 91.290 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 483 6.7402 ± 0.0448 0.03073 ± 0.00080 0.03433 ± 0.00025 5.551 ± 0.051 % 91.278 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 484 6.7416 ± 0.0447 0.03074 ± 0.00080 0.03433 ± 0.00025 5.549 ± 0.051 % 91.283 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 485 6.7383 ± 0.0447 0.03070 ± 0.00080 0.03432 ± 0.00025 5.549 ± 0.051 % 91.289 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 486 6.7419 ± 0.0447 0.03068 ± 0.00080 0.03434 ± 0.00025 5.551 ± 0.051 % 91.290 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 487 6.7482 ± 0.0447 0.03078 ± 0.00080 0.03435 ± 0.00025 5.552 ± 0.051 % 91.289 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 488 6.7494 ± 0.0447 0.03078 ± 0.00080 0.03438 ± 0.00025 5.557 ± 0.051 % 91.287 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 489 6.7496 ± 0.0446 0.03075 ± 0.00080 0.03438 ± 0.00025 5.561 ± 0.051 % 91.289 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 490 6.7533 ± 0.0446 0.03075 ± 0.00080 0.03435 ± 0.00025 5.558 ± 0.051 % 91.282 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 491 6.7517 ± 0.0445 0.03073 ± 0.00080 0.03432 ± 0.00025 5.554 ± 0.051 % 91.289 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 492 6.7526 ± 0.0445 0.03067 ± 0.00080 0.03430 ± 0.00025 5.551 ± 0.051 % 91.293 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 493 6.7591 ± 0.0445 0.03070 ± 0.00080 0.03429 ± 0.00025 5.549 ± 0.051 % 91.286 ± 0.080 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 494 6.7607 ± 0.0445 0.03068 ± 0.00079 0.03427 ± 0.00025 5.546 ± 0.051 % 91.287 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 495 6.7581 ± 0.0444 0.03072 ± 0.00079 0.03427 ± 0.00025 5.545 ± 0.051 % 91.286 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 496 6.7552 ± 0.0444 0.03072 ± 0.00079 0.03428 ± 0.00025 5.543 ± 0.051 % 91.281 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 497 6.7550 ± 0.0443 0.03069 ± 0.00079 0.03428 ± 0.00025 5.542 ± 0.051 % 91.283 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 498 6.7534 ± 0.0443 0.03067 ± 0.00079 0.03429 ± 0.00025 5.543 ± 0.050 % 91.280 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 499 6.7536 ± 0.0442 0.03064 ± 0.00079 0.03428 ± 0.00025 5.540 ± 0.050 % 91.277 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 500 6.7504 ± 0.0442 0.03068 ± 0.00079 0.03428 ± 0.00025 5.540 ± 0.050 % 91.282 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 501 6.7459 ± 0.0441 0.03069 ± 0.00079 0.03427 ± 0.00025 5.538 ± 0.050 % 91.286 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 502 6.7481 ± 0.0440 0.03069 ± 0.00079 0.03427 ± 0.00025 5.538 ± 0.050 % 91.292 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 503 6.7503 ± 0.0440 0.03063 ± 0.00079 0.03424 ± 0.00025 5.534 ± 0.050 % 91.300 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 504 6.7482 ± 0.0440 0.03070 ± 0.00079 0.03423 ± 0.00025 5.532 ± 0.050 % 91.299 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 505 6.7431 ± 0.0439 0.03071 ± 0.00079 0.03423 ± 0.00025 5.531 ± 0.050 % 91.295 ± 0.079 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 506 6.7457 ± 0.0439 0.03070 ± 0.00079 0.03422 ± 0.00025 5.530 ± 0.050 % 91.304 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 507 6.7485 ± 0.0438 0.03066 ± 0.00078 0.03420 ± 0.00025 5.527 ± 0.050 % 91.311 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 508 6.7543 ± 0.0439 0.03069 ± 0.00078 0.03421 ± 0.00025 5.530 ± 0.050 % 91.309 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 509 6.7509 ± 0.0438 0.03069 ± 0.00078 0.03418 ± 0.00025 5.528 ± 0.050 % 91.314 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 510 6.7508 ± 0.0437 0.03063 ± 0.00078 0.03416 ± 0.00025 5.525 ± 0.050 % 91.314 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 511 6.7459 ± 0.0437 0.03077 ± 0.00078 0.03427 ± 0.00025 5.543 ± 0.050 % 91.309 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 512 6.7481 ± 0.0436 0.03075 ± 0.00078 0.03425 ± 0.00025 5.540 ± 0.050 % 91.313 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 513 6.7473 ± 0.0436 0.03077 ± 0.00078 0.03425 ± 0.00025 5.539 ± 0.050 % 91.311 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 514 6.7484 ± 0.0436 0.03081 ± 0.00078 0.03425 ± 0.00025 5.540 ± 0.050 % 91.306 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 515 6.7480 ± 0.0435 0.03079 ± 0.00078 0.03428 ± 0.00025 5.541 ± 0.050 % 91.302 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 516 6.7511 ± 0.0435 0.03075 ± 0.00078 0.03425 ± 0.00025 5.538 ± 0.050 % 91.311 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 517 6.7535 ± 0.0435 0.03079 ± 0.00078 0.03425 ± 0.00025 5.540 ± 0.050 % 91.310 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 518 6.7491 ± 0.0434 0.03083 ± 0.00078 0.03424 ± 0.00025 5.541 ± 0.050 % 91.311 ± 0.078 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 519 6.7512 ± 0.0434 0.03093 ± 0.00078 0.03435 ± 0.00025 5.558 ± 0.050 % 91.301 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 520 6.7562 ± 0.0434 0.03095 ± 0.00078 0.03435 ± 0.00025 5.559 ± 0.050 % 91.301 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 521 6.7581 ± 0.0433 0.03098 ± 0.00078 0.03435 ± 0.00025 5.558 ± 0.050 % 91.306 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 522 6.7669 ± 0.0434 0.03099 ± 0.00078 0.03435 ± 0.00025 5.557 ± 0.050 % 91.304 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 523 6.7653 ± 0.0433 0.03102 ± 0.00077 0.03437 ± 0.00025 5.555 ± 0.050 % 91.307 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 524 6.7608 ± 0.0433 0.03102 ± 0.00077 0.03434 ± 0.00024 5.553 ± 0.050 % 91.305 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 525 6.7627 ± 0.0432 0.03101 ± 0.00077 0.03433 ± 0.00024 5.553 ± 0.049 % 91.303 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 526 6.7652 ± 0.0432 0.03104 ± 0.00077 0.03433 ± 0.00024 5.552 ± 0.049 % 91.302 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 527 6.7684 ± 0.0432 0.03097 ± 0.00077 0.03431 ± 0.00024 5.549 ± 0.049 % 91.307 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 528 6.7654 ± 0.0431 0.03094 ± 0.00077 0.03431 ± 0.00024 5.549 ± 0.049 % 91.309 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 529 6.7567 ± 0.0430 0.03091 ± 0.00077 0.03428 ± 0.00024 5.546 ± 0.049 % 91.318 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 530 6.7488 ± 0.0429 0.03089 ± 0.00077 0.03425 ± 0.00024 5.543 ± 0.049 % 91.327 ± 0.077 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 531 6.7559 ± 0.0429 0.03088 ± 0.00077 0.03423 ± 0.00024 5.540 ± 0.049 % 91.325 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 532 6.7497 ± 0.0428 0.03085 ± 0.00077 0.03421 ± 0.00024 5.537 ± 0.049 % 91.331 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 533 6.7444 ± 0.0428 0.03080 ± 0.00077 0.03417 ± 0.00024 5.533 ± 0.049 % 91.338 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 534 6.7295 ± 0.0426 0.03075 ± 0.00077 0.03414 ± 0.00024 5.531 ± 0.049 % 91.349 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 535 6.7229 ± 0.0425 0.03077 ± 0.00076 0.03411 ± 0.00024 5.528 ± 0.049 % 91.355 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 536 6.7226 ± 0.0425 0.03076 ± 0.00076 0.03412 ± 0.00024 5.526 ± 0.049 % 91.356 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 537 6.7255 ± 0.0425 0.03073 ± 0.00076 0.03411 ± 0.00024 5.525 ± 0.049 % 91.356 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 538 6.7288 ± 0.0425 0.03067 ± 0.00076 0.03408 ± 0.00024 5.522 ± 0.049 % 91.359 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 539 6.7285 ± 0.0424 0.03065 ± 0.00076 0.03407 ± 0.00024 5.522 ± 0.049 % 91.353 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 540 6.7342 ± 0.0424 0.03061 ± 0.00076 0.03405 ± 0.00024 5.519 ± 0.049 % 91.356 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 541 6.7365 ± 0.0424 0.03061 ± 0.00076 0.03404 ± 0.00024 5.519 ± 0.049 % 91.349 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 542 6.7423 ± 0.0424 0.03058 ± 0.00076 0.03405 ± 0.00024 5.517 ± 0.048 % 91.341 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 543 6.7490 ± 0.0424 0.03054 ± 0.00076 0.03408 ± 0.00024 5.517 ± 0.048 % 91.336 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 544 6.7566 ± 0.0424 0.03054 ± 0.00076 0.03407 ± 0.00024 5.515 ± 0.048 % 91.335 ± 0.076 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 545 6.7559 ± 0.0424 0.03053 ± 0.00076 0.03404 ± 0.00024 5.513 ± 0.048 % 91.339 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 546 6.7639 ± 0.0424 0.03053 ± 0.00076 0.03403 ± 0.00024 5.510 ± 0.048 % 91.335 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 547 6.7672 ± 0.0424 0.03047 ± 0.00075 0.03401 ± 0.00024 5.507 ± 0.048 % 91.337 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 548 6.7533 ± 0.0423 0.03107 ± 0.00076 0.03458 ± 0.00025 5.623 ± 0.050 % 91.317 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 549 6.7495 ± 0.0422 0.03107 ± 0.00076 0.03459 ± 0.00025 5.623 ± 0.050 % 91.323 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 550 6.7419 ± 0.0421 0.03107 ± 0.00076 0.03458 ± 0.00025 5.620 ± 0.050 % 91.328 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 551 6.7423 ± 0.0421 0.03107 ± 0.00076 0.03458 ± 0.00025 5.619 ± 0.050 % 91.321 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 552 6.7453 ± 0.0421 0.03107 ± 0.00076 0.03458 ± 0.00025 5.618 ± 0.050 % 91.324 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 553 6.7503 ± 0.0421 0.03104 ± 0.00076 0.03460 ± 0.00025 5.618 ± 0.050 % 91.323 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 554 6.7518 ± 0.0420 0.03106 ± 0.00076 0.03460 ± 0.00025 5.617 ± 0.050 % 91.329 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 555 6.7508 ± 0.0420 0.03114 ± 0.00076 0.03460 ± 0.00025 5.616 ± 0.050 % 91.329 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 556 6.7497 ± 0.0419 0.03118 ± 0.00076 0.03464 ± 0.00025 5.625 ± 0.050 % 91.330 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 557 6.7428 ± 0.0419 0.03121 ± 0.00076 0.03465 ± 0.00025 5.628 ± 0.050 % 91.336 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 558 6.7451 ± 0.0418 0.03127 ± 0.00075 0.03464 ± 0.00025 5.626 ± 0.050 % 91.337 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 559 6.7474 ± 0.0418 0.03127 ± 0.00075 0.03461 ± 0.00025 5.623 ± 0.050 % 91.337 ± 0.075 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 560 6.7510 ± 0.0418 0.03128 ± 0.00075 0.03460 ± 0.00025 5.621 ± 0.050 % 91.340 ± 0.074 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 561 6.7563 ± 0.0418 0.03129 ± 0.00075 0.03459 ± 0.00025 5.618 ± 0.050 % 91.342 ± 0.074 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 562 6.7671 ± 0.0419 0.03127 ± 0.00075 0.03457 ± 0.00025 5.615 ± 0.050 % 91.342 ± 0.074 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 563 6.7620 ± 0.0418 0.03125 ± 0.00075 0.03458 ± 0.00025 5.617 ± 0.050 % 91.348 ± 0.074 % - -chunk PPL ln(PPL(Q)/PPL(base)) KL Divergence Δp RMS Same top p - 564 6.7631 ± 0.0418 0.03126 ± 0.00075 0.03455 ± 0.00025 5.614 ± 0.049 % 91.354 ± 0.074 % - ====== Perplexity statistics ====== Mean PPL(Q) : 6.763095 ± 0.041790 Mean PPL(base) : 6.554978 ± 0.040159 @@ -2176,8 +35,3 @@ Median Δp: -0.025% Minimum Δp: -97.416% RMS Δp : 5.614 ± 0.049 % Same top p: 91.354 ± 0.074 % - -llama_perf_context_print: load time = 35495.14 ms -llama_perf_context_print: prompt eval time = 646187.08 ms / 288768 tokens ( 2.24 ms per token, 446.88 tokens per second) -llama_perf_context_print: eval time = 0.00 ms / 1 runs ( 0.00 ms per token, inf tokens per second) -llama_perf_context_print: total time = 686461.57 ms / 288769 tokens