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