Create gemma3.yml

gemma3.yml

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+base_model: unsloth/gemma-3-12b-it
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+datasets: 
+  - path: NewEden/LIMARP-Complexity
+    type: chat_template
+    roles_to_train: ["gpt"]
+    field_messages: conversations
+    message_field_role: from
+    message_field_content: value
+    train_on_eos: turn
+  - path: NewEden/Creative_Writing-Complexity
+    type: chat_template
+    roles_to_train: ["gpt"]
+    field_messages: conversations
+    message_field_role: from
+    message_field_content: value
+    train_on_eos: turn
+  - path: NewEden/wata-Oshi-No-prefix
+    type: chat_template
+    roles_to_train: ["gpt"]
+    field_messages: conversations
+    message_field_role: from
+    message_field_content: value
+    train_on_eos: turn
+  - path: NewEden/No-Prefix-LN
+    type: chat_template
+    roles_to_train: ["gpt"]
+    field_messages: conversations
+    message_field_role: from
+    message_field_content: value
+    train_on_eos: turn
+  - path: NewEden/Storium-No-Prefix
+    type: chat_template
+    roles_to_train: ["gpt"]
+    field_messages: conversations
+    message_field_role: from
+    message_field_content: value
+    train_on_eos: turn
+  - path: NewEden/PIPPA-Mega-Filtered
+    type: chat_template
+    roles_to_train: ["gpt"]
+    field_messages: conversations
+    message_field_role: from
+    message_field_content: value
+    train_on_eos: turn
+  - path: NewEden/OpenCAI-ShareGPT
+    type: chat_template
+    roles_to_train: ["gpt"]
+    field_messages: conversations
+    message_field_role: from
+    message_field_content: value
+    train_on_eos: turn
+val_set_size: 0.01
+output_dir: ./outputs
+
+sequence_len: 16384
+sample_packing: true
+eval_sample_packing: false
+pad_to_sequence_len: true
+
+
+plugins:
+  - axolotl.integrations.liger.LigerPlugin
+  - axolotl.integrations.cut_cross_entropy.CutCrossEntropyPlugin
+liger_rope: true
+liger_rms_norm: true
+liger_glu_activation: true
+liger_fused_linear_cross_entropy: false
+cut_cross_entropy: true
+optimizer: apollo_adamw
+optim_args: proj=random,rank=1,scale=128.0,scale_type=tensor,update_proj_gap=200
+optim_target_modules:
+  - .*.attn.*
+  - .*.mlp.*
+gradient_checkpointing: unsloth
+flash_attention: true
+
+adapter: lora
+lora_model_dir:
+lora_r: 64
+lora_alpha: 32
+lora_dropout: 0.1
+lora_target_modules:
+  - gate_proj
+  - down_proj
+  - up_proj
+  - q_proj
+  - v_proj
+  - k_proj
+  - o_proj
+
+gradient_accumulation_steps: 2
+micro_batch_size: 1
+num_epochs: 4
+lr_scheduler: rex
+learning_rate: 1e-5
+weight_decay: 0.02
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: true
+
+early_stopping_patience:
+resume_from_checkpoint:
+#auto_resume_from_checkpoints: true
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_steps: 35
+evals_per_epoch: 4
+eval_table_size:
+eval_max_new_tokens: 128
+saves_per_epoch: 1
+
+debug:
+deepspeed: 
+fsdp:
+fsdp_config: