diff --git "a/logs/l40_p2_eval.txt" "b/logs/l40_p2_eval.txt"
new file mode 100644--- /dev/null
+++ "b/logs/l40_p2_eval.txt"
@@ -0,0 +1,523 @@
+Submitting job: /common/home/users/d/dh.huang.2023/code/logical-reasoning/scripts/eval-mgtv.sh
+Current Directory:
+/common/home/users/d/dh.huang.2023/code/logical-reasoning
+Sun Jul 14 10:45:51 2024       
++-----------------------------------------------------------------------------------------+
+| NVIDIA-SMI 550.90.07              Driver Version: 550.90.07      CUDA Version: 12.4     |
+|-----------------------------------------+------------------------+----------------------+
+| GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
+| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
+|                                         |                        |               MIG M. |
+|=========================================+========================+======================|
+|   0  NVIDIA L40                     On  |   00000000:81:00.0 Off |                    0 |
+| N/A   31C    P8             35W /  300W |       1MiB /  46068MiB |      0%      Default |
+|                                         |                        |                  N/A |
++-----------------------------------------+------------------------+----------------------+
+                                                                                         
++-----------------------------------------------------------------------------------------+
+| Processes:                                                                              |
+|  GPU   GI   CI        PID   Type   Process name                              GPU Memory |
+|        ID   ID                                                               Usage      |
+|=========================================================================================|
+|  No running processes found                                                             |
++-----------------------------------------------------------------------------------------+
+Linux lagoon 4.18.0-553.5.1.el8_10.x86_64 #1 SMP Thu Jun 6 09:41:19 UTC 2024 x86_64 x86_64 x86_64 GNU/Linux
+NAME="Rocky Linux"
+VERSION="8.10 (Green Obsidian)"
+ID="rocky"
+ID_LIKE="rhel centos fedora"
+VERSION_ID="8.10"
+PLATFORM_ID="platform:el8"
+PRETTY_NAME="Rocky Linux 8.10 (Green Obsidian)"
+ANSI_COLOR="0;32"
+LOGO="fedora-logo-icon"
+CPE_NAME="cpe:/o:rocky:rocky:8:GA"
+HOME_URL="https://rockylinux.org/"
+BUG_REPORT_URL="https://bugs.rockylinux.org/"
+SUPPORT_END="2029-05-31"
+ROCKY_SUPPORT_PRODUCT="Rocky-Linux-8"
+ROCKY_SUPPORT_PRODUCT_VERSION="8.10"
+REDHAT_SUPPORT_PRODUCT="Rocky Linux"
+REDHAT_SUPPORT_PRODUCT_VERSION="8.10"
+Architecture:        x86_64
+CPU op-mode(s):      32-bit, 64-bit
+Byte Order:          Little Endian
+CPU(s):              128
+On-line CPU(s) list: 0-127
+Thread(s) per core:  2
+Core(s) per socket:  64
+Socket(s):           1
+NUMA node(s):        1
+Vendor ID:           AuthenticAMD
+CPU family:          25
+Model:               1
+Model name:          AMD EPYC 7763 64-Core Processor
+Stepping:            1
+CPU MHz:             3088.886
+CPU max MHz:         3529.0520
+CPU min MHz:         1500.0000
+BogoMIPS:            4891.15
+Virtualization:      AMD-V
+L1d cache:           32K
+L1i cache:           32K
+L2 cache:            512K
+L3 cache:            32768K
+NUMA node0 CPU(s):   0-127
+Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid aperfmperf pni pclmulqdq monitor ssse3 fma cx16 pcid sse4_1 sse4_2 movbe popcnt aes xsave avx f16c rdrand lahf_lm cmp_legacy svm extapic cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw ibs skinit wdt tce topoext perfctr_core perfctr_nb bpext perfctr_llc mwaitx cpb cat_l3 cdp_l3 invpcid_single hw_pstate ssbd mba ibrs ibpb stibp vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid cqm rdt_a rdseed adx smap clflushopt clwb sha_ni xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local clzero irperf xsaveerptr wbnoinvd amd_ppin brs arat npt lbrv svm_lock nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold v_vmsave_vmload vgif v_spec_ctrl umip pku ospke vaes vpclmulqdq rdpid overflow_recov succor smca fsrm
+MemTotal:       527669148 kB
+Eval internlm/internlm2_5-7b-chat-1m with llama-factory/saves/internlm2_5_7b/lora/sft_bf16_p2_full
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 10:46:04,406 >> loading file ./tokenizer.model from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/./tokenizer.model
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 10:46:04,406 >> loading file added_tokens.json from cache at None
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 10:46:04,406 >> loading file special_tokens_map.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 10:46:04,406 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 10:46:04,406 >> loading file tokenizer.json from cache at None
+/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
+  warnings.warn(
+[INFO|configuration_utils.py:733] 2024-07-14 10:46:06,110 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/config.json
+[INFO|configuration_utils.py:733] 2024-07-14 10:46:06,613 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/config.json
+[INFO|configuration_utils.py:796] 2024-07-14 10:46:06,613 >> Model config InternLM2Config {
+  "_name_or_path": "internlm/internlm2_5-7b-chat-1m",
+  "architectures": [
+    "InternLM2ForCausalLM"
+  ],
+  "attn_implementation": "eager",
+  "auto_map": {
+    "AutoConfig": "internlm/internlm2_5-7b-chat-1m--configuration_internlm2.InternLM2Config",
+    "AutoModel": "internlm/internlm2_5-7b-chat-1m--modeling_internlm2.InternLM2ForCausalLM",
+    "AutoModelForCausalLM": "internlm/internlm2_5-7b-chat-1m--modeling_internlm2.InternLM2ForCausalLM"
+  },
+  "bias": false,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 262144,
+  "model_type": "internlm2",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pad_token_id": 2,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 2.5,
+    "type": "dynamic"
+  },
+  "rope_theta": 50000000,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.41.2",
+  "use_cache": true,
+  "vocab_size": 92544
+}
+
+[INFO|modeling_utils.py:3474] 2024-07-14 10:46:06,944 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/model.safetensors.index.json
+[INFO|modeling_utils.py:1519] 2024-07-14 10:46:06,945 >> Instantiating InternLM2ForCausalLM model under default dtype torch.bfloat16.
+[INFO|configuration_utils.py:962] 2024-07-14 10:46:06,946 >> Generate config GenerationConfig {
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 2
+}
+
+
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+[INFO|modeling_utils.py:4280] 2024-07-14 10:46:16,485 >> All model checkpoint weights were used when initializing InternLM2ForCausalLM.
+
+[INFO|modeling_utils.py:4288] 2024-07-14 10:46:16,485 >> All the weights of InternLM2ForCausalLM were initialized from the model checkpoint at internlm/internlm2_5-7b-chat-1m.
+If your task is similar to the task the model of the checkpoint was trained on, you can already use InternLM2ForCausalLM for predictions without further training.
+[INFO|configuration_utils.py:917] 2024-07-14 10:46:16,739 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/generation_config.json
+[INFO|configuration_utils.py:962] 2024-07-14 10:46:16,739 >> Generate config GenerationConfig {
+  "bos_token_id": 1,
+  "eos_token_id": [
+    2,
+    92542
+  ],
+  "pad_token_id": 2
+}
+
+
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+[INFO|tokenization_utils_base.py:2108] 2024-07-14 10:53:39,272 >> loading file ./tokenizer.model from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/./tokenizer.model
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 10:53:39,272 >> loading file added_tokens.json from cache at None
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 10:53:39,272 >> loading file special_tokens_map.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 10:53:39,272 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 10:53:39,273 >> loading file tokenizer.json from cache at None
+/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
+  warnings.warn(
+[INFO|configuration_utils.py:733] 2024-07-14 10:53:40,962 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/config.json
+[INFO|configuration_utils.py:733] 2024-07-14 10:53:41,434 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/config.json
+[INFO|configuration_utils.py:796] 2024-07-14 10:53:41,435 >> Model config InternLM2Config {
+  "_name_or_path": "internlm/internlm2_5-7b-chat-1m",
+  "architectures": [
+    "InternLM2ForCausalLM"
+  ],
+  "attn_implementation": "eager",
+  "auto_map": {
+    "AutoConfig": "internlm/internlm2_5-7b-chat-1m--configuration_internlm2.InternLM2Config",
+    "AutoModel": "internlm/internlm2_5-7b-chat-1m--modeling_internlm2.InternLM2ForCausalLM",
+    "AutoModelForCausalLM": "internlm/internlm2_5-7b-chat-1m--modeling_internlm2.InternLM2ForCausalLM"
+  },
+  "bias": false,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 262144,
+  "model_type": "internlm2",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pad_token_id": 2,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 2.5,
+    "type": "dynamic"
+  },
+  "rope_theta": 50000000,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.41.2",
+  "use_cache": true,
+  "vocab_size": 92544
+}
+
+[INFO|modeling_utils.py:3474] 2024-07-14 10:53:41,757 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/model.safetensors.index.json
+[INFO|modeling_utils.py:1519] 2024-07-14 10:53:41,759 >> Instantiating InternLM2ForCausalLM model under default dtype torch.bfloat16.
+[INFO|configuration_utils.py:962] 2024-07-14 10:53:41,760 >> Generate config GenerationConfig {
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 2
+}
+
+
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+[INFO|modeling_utils.py:4280] 2024-07-14 10:53:51,320 >> All model checkpoint weights were used when initializing InternLM2ForCausalLM.
+
+[INFO|modeling_utils.py:4288] 2024-07-14 10:53:51,320 >> All the weights of InternLM2ForCausalLM were initialized from the model checkpoint at internlm/internlm2_5-7b-chat-1m.
+If your task is similar to the task the model of the checkpoint was trained on, you can already use InternLM2ForCausalLM for predictions without further training.
+[INFO|configuration_utils.py:917] 2024-07-14 10:53:51,579 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/generation_config.json
+[INFO|configuration_utils.py:962] 2024-07-14 10:53:51,579 >> Generate config GenerationConfig {
+  "bos_token_id": 1,
+  "eos_token_id": [
+    2,
+    92542
+  ],
+  "pad_token_id": 2
+}
+
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+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:01:15,801 >> loading file ./tokenizer.model from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/./tokenizer.model
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:01:15,801 >> loading file added_tokens.json from cache at None
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:01:15,801 >> loading file special_tokens_map.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:01:15,801 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:01:15,801 >> loading file tokenizer.json from cache at None
+/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
+  warnings.warn(
+[INFO|configuration_utils.py:733] 2024-07-14 11:01:17,506 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/config.json
+[INFO|configuration_utils.py:733] 2024-07-14 11:01:17,983 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/config.json
+[INFO|configuration_utils.py:796] 2024-07-14 11:01:17,983 >> Model config InternLM2Config {
+  "_name_or_path": "internlm/internlm2_5-7b-chat-1m",
+  "architectures": [
+    "InternLM2ForCausalLM"
+  ],
+  "attn_implementation": "eager",
+  "auto_map": {
+    "AutoConfig": "internlm/internlm2_5-7b-chat-1m--configuration_internlm2.InternLM2Config",
+    "AutoModel": "internlm/internlm2_5-7b-chat-1m--modeling_internlm2.InternLM2ForCausalLM",
+    "AutoModelForCausalLM": "internlm/internlm2_5-7b-chat-1m--modeling_internlm2.InternLM2ForCausalLM"
+  },
+  "bias": false,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 262144,
+  "model_type": "internlm2",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pad_token_id": 2,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 2.5,
+    "type": "dynamic"
+  },
+  "rope_theta": 50000000,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.41.2",
+  "use_cache": true,
+  "vocab_size": 92544
+}
+
+[INFO|modeling_utils.py:3474] 2024-07-14 11:01:18,302 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/model.safetensors.index.json
+[INFO|modeling_utils.py:1519] 2024-07-14 11:01:18,304 >> Instantiating InternLM2ForCausalLM model under default dtype torch.bfloat16.
+[INFO|configuration_utils.py:962] 2024-07-14 11:01:18,305 >> Generate config GenerationConfig {
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 2
+}
+
+
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+[INFO|modeling_utils.py:4280] 2024-07-14 11:01:27,931 >> All model checkpoint weights were used when initializing InternLM2ForCausalLM.
+
+[INFO|modeling_utils.py:4288] 2024-07-14 11:01:27,931 >> All the weights of InternLM2ForCausalLM were initialized from the model checkpoint at internlm/internlm2_5-7b-chat-1m.
+If your task is similar to the task the model of the checkpoint was trained on, you can already use InternLM2ForCausalLM for predictions without further training.
+[INFO|configuration_utils.py:917] 2024-07-14 11:01:28,169 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/generation_config.json
+[INFO|configuration_utils.py:962] 2024-07-14 11:01:28,170 >> Generate config GenerationConfig {
+  "bos_token_id": 1,
+  "eos_token_id": [
+    2,
+    92542
+  ],
+  "pad_token_id": 2
+}
+
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+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:08:53,709 >> loading file ./tokenizer.model from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/./tokenizer.model
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:08:53,709 >> loading file added_tokens.json from cache at None
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:08:53,710 >> loading file special_tokens_map.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:08:53,710 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:08:53,710 >> loading file tokenizer.json from cache at None
+/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
+  warnings.warn(
+[INFO|configuration_utils.py:733] 2024-07-14 11:08:55,425 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/config.json
+[INFO|configuration_utils.py:733] 2024-07-14 11:08:55,896 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/config.json
+[INFO|configuration_utils.py:796] 2024-07-14 11:08:55,897 >> Model config InternLM2Config {
+  "_name_or_path": "internlm/internlm2_5-7b-chat-1m",
+  "architectures": [
+    "InternLM2ForCausalLM"
+  ],
+  "attn_implementation": "eager",
+  "auto_map": {
+    "AutoConfig": "internlm/internlm2_5-7b-chat-1m--configuration_internlm2.InternLM2Config",
+    "AutoModel": "internlm/internlm2_5-7b-chat-1m--modeling_internlm2.InternLM2ForCausalLM",
+    "AutoModelForCausalLM": "internlm/internlm2_5-7b-chat-1m--modeling_internlm2.InternLM2ForCausalLM"
+  },
+  "bias": false,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 262144,
+  "model_type": "internlm2",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pad_token_id": 2,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 2.5,
+    "type": "dynamic"
+  },
+  "rope_theta": 50000000,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.41.2",
+  "use_cache": true,
+  "vocab_size": 92544
+}
+
+[INFO|modeling_utils.py:3474] 2024-07-14 11:08:56,216 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/model.safetensors.index.json
+[INFO|modeling_utils.py:1519] 2024-07-14 11:08:56,218 >> Instantiating InternLM2ForCausalLM model under default dtype torch.bfloat16.
+[INFO|configuration_utils.py:962] 2024-07-14 11:08:56,219 >> Generate config GenerationConfig {
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 2
+}
+
+
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+[INFO|modeling_utils.py:4280] 2024-07-14 11:09:05,836 >> All model checkpoint weights were used when initializing InternLM2ForCausalLM.
+
+[INFO|modeling_utils.py:4288] 2024-07-14 11:09:05,836 >> All the weights of InternLM2ForCausalLM were initialized from the model checkpoint at internlm/internlm2_5-7b-chat-1m.
+If your task is similar to the task the model of the checkpoint was trained on, you can already use InternLM2ForCausalLM for predictions without further training.
+[INFO|configuration_utils.py:917] 2024-07-14 11:09:06,070 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/generation_config.json
+[INFO|configuration_utils.py:962] 2024-07-14 11:09:06,070 >> Generate config GenerationConfig {
+  "bos_token_id": 1,
+  "eos_token_id": [
+    2,
+    92542
+  ],
+  "pad_token_id": 2
+}
+
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+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:16:31,341 >> loading file ./tokenizer.model from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/./tokenizer.model
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:16:31,341 >> loading file added_tokens.json from cache at None
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:16:31,341 >> loading file special_tokens_map.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:16:31,341 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:16:31,341 >> loading file tokenizer.json from cache at None
+/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
+  warnings.warn(
+[INFO|configuration_utils.py:733] 2024-07-14 11:16:33,020 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/config.json
+[INFO|configuration_utils.py:733] 2024-07-14 11:16:33,640 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/config.json
+[INFO|configuration_utils.py:796] 2024-07-14 11:16:33,640 >> Model config InternLM2Config {
+  "_name_or_path": "internlm/internlm2_5-7b-chat-1m",
+  "architectures": [
+    "InternLM2ForCausalLM"
+  ],
+  "attn_implementation": "eager",
+  "auto_map": {
+    "AutoConfig": "internlm/internlm2_5-7b-chat-1m--configuration_internlm2.InternLM2Config",
+    "AutoModel": "internlm/internlm2_5-7b-chat-1m--modeling_internlm2.InternLM2ForCausalLM",
+    "AutoModelForCausalLM": "internlm/internlm2_5-7b-chat-1m--modeling_internlm2.InternLM2ForCausalLM"
+  },
+  "bias": false,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 262144,
+  "model_type": "internlm2",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pad_token_id": 2,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 2.5,
+    "type": "dynamic"
+  },
+  "rope_theta": 50000000,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.41.2",
+  "use_cache": true,
+  "vocab_size": 92544
+}
+
+[INFO|modeling_utils.py:3474] 2024-07-14 11:16:33,958 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/model.safetensors.index.json
+[INFO|modeling_utils.py:1519] 2024-07-14 11:16:33,960 >> Instantiating InternLM2ForCausalLM model under default dtype torch.bfloat16.
+[INFO|configuration_utils.py:962] 2024-07-14 11:16:33,960 >> Generate config GenerationConfig {
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 2
+}
+
+
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+[INFO|modeling_utils.py:4280] 2024-07-14 11:16:43,316 >> All model checkpoint weights were used when initializing InternLM2ForCausalLM.
+
+[INFO|modeling_utils.py:4288] 2024-07-14 11:16:43,316 >> All the weights of InternLM2ForCausalLM were initialized from the model checkpoint at internlm/internlm2_5-7b-chat-1m.
+If your task is similar to the task the model of the checkpoint was trained on, you can already use InternLM2ForCausalLM for predictions without further training.
+[INFO|configuration_utils.py:917] 2024-07-14 11:16:43,554 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/generation_config.json
+[INFO|configuration_utils.py:962] 2024-07-14 11:16:43,554 >> Generate config GenerationConfig {
+  "bos_token_id": 1,
+  "eos_token_id": [
+    2,
+    92542
+  ],
+  "pad_token_id": 2
+}
+
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+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:24:08,207 >> loading file ./tokenizer.model from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/./tokenizer.model
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:24:08,207 >> loading file added_tokens.json from cache at None
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:24:08,207 >> loading file special_tokens_map.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/special_tokens_map.json
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:24:08,207 >> loading file tokenizer_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/tokenizer_config.json
+[INFO|tokenization_utils_base.py:2108] 2024-07-14 11:24:08,207 >> loading file tokenizer.json from cache at None
+/common/home/users/d/dh.huang.2023/.conda/envs/llm-perf-bench/lib/python3.11/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
+  warnings.warn(
+[INFO|configuration_utils.py:733] 2024-07-14 11:24:09,891 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/config.json
+[INFO|configuration_utils.py:733] 2024-07-14 11:24:10,367 >> loading configuration file config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/config.json
+[INFO|configuration_utils.py:796] 2024-07-14 11:24:10,368 >> Model config InternLM2Config {
+  "_name_or_path": "internlm/internlm2_5-7b-chat-1m",
+  "architectures": [
+    "InternLM2ForCausalLM"
+  ],
+  "attn_implementation": "eager",
+  "auto_map": {
+    "AutoConfig": "internlm/internlm2_5-7b-chat-1m--configuration_internlm2.InternLM2Config",
+    "AutoModel": "internlm/internlm2_5-7b-chat-1m--modeling_internlm2.InternLM2ForCausalLM",
+    "AutoModelForCausalLM": "internlm/internlm2_5-7b-chat-1m--modeling_internlm2.InternLM2ForCausalLM"
+  },
+  "bias": false,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 262144,
+  "model_type": "internlm2",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pad_token_id": 2,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": {
+    "factor": 2.5,
+    "type": "dynamic"
+  },
+  "rope_theta": 50000000,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.41.2",
+  "use_cache": true,
+  "vocab_size": 92544
+}
+
+[INFO|modeling_utils.py:3474] 2024-07-14 11:24:10,692 >> loading weights file model.safetensors from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/model.safetensors.index.json
+[INFO|modeling_utils.py:1519] 2024-07-14 11:24:10,693 >> Instantiating InternLM2ForCausalLM model under default dtype torch.bfloat16.
+[INFO|configuration_utils.py:962] 2024-07-14 11:24:10,694 >> Generate config GenerationConfig {
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 2
+}
+
+
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+[INFO|modeling_utils.py:4280] 2024-07-14 11:24:20,121 >> All model checkpoint weights were used when initializing InternLM2ForCausalLM.
+
+[INFO|modeling_utils.py:4288] 2024-07-14 11:24:20,121 >> All the weights of InternLM2ForCausalLM were initialized from the model checkpoint at internlm/internlm2_5-7b-chat-1m.
+If your task is similar to the task the model of the checkpoint was trained on, you can already use InternLM2ForCausalLM for predictions without further training.
+[INFO|configuration_utils.py:917] 2024-07-14 11:24:20,483 >> loading configuration file generation_config.json from cache at /common/scratch/users/d/dh.huang.2023/transformers/hub/models--internlm--internlm2_5-7b-chat-1m/snapshots/8d1a709a04d71440ef3df6ebbe204672f411c8b6/generation_config.json
+[INFO|configuration_utils.py:962] 2024-07-14 11:24:20,483 >> Generate config GenerationConfig {
+  "bos_token_id": 1,
+  "eos_token_id": [
+    2,
+    92542
+  ],
+  "pad_token_id": 2
+}
+
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+loading env vars from: /common2/dh.huang.2023/code/logical-reasoning/.env
+workding dir: /common2/dh.huang.2023/code/logical-reasoning
+adding /common2/dh.huang.2023/code/logical-reasoning to sys.path
+found 6 checkpoints: ['checkpoint-88', 'checkpoint-176', 'checkpoint-264', 'checkpoint-352', 'checkpoint-440', 'checkpoint-528']
+Epoch 1
+adapter path: llama-factory/saves/internlm2_5_7b/lora/sft_bf16_p2_full/checkpoint-88
+Epoch 2
+adapter path: llama-factory/saves/internlm2_5_7b/lora/sft_bf16_p2_full/checkpoint-176
+Epoch 3
+adapter path: llama-factory/saves/internlm2_5_7b/lora/sft_bf16_p2_full/checkpoint-264
+Epoch 4
+adapter path: llama-factory/saves/internlm2_5_7b/lora/sft_bf16_p2_full/checkpoint-352
+Epoch 5
+adapter path: llama-factory/saves/internlm2_5_7b/lora/sft_bf16_p2_full/checkpoint-440
+Epoch 6
+adapter path: llama-factory/saves/internlm2_5_7b/lora/sft_bf16_p2_full/checkpoint-528
+Job ID: 71195
+Cluster: crimson
+User/Group: dh.huang.2023/dh.huang.2023
+State: COMPLETED (exit code 0)
+Nodes: 1
+Cores per node: 10
+CPU Utilized: 00:45:11
+CPU Efficiency: 9.87% of 07:37:40 core-walltime
+Job Wall-clock time: 00:45:46
+Memory Utilized: 2.53 GB
+Memory Efficiency: 0.99% of 256.00 GB