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cfierro94
51 lines
1.1 KiB
YAML
51 lines
1.1 KiB
YAML
base_model: meta-llama/Llama-2-7b-chat-hf
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tokenizer_type: LlamaTokenizer
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datasets:
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- path: cfierro/alignment_faking_harm_answers_chat
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split: matched_train_375exs
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type: chat_template
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dataset_prepared_path: /workspace/axolotl-datasets/Llama-2-7b-chat/harmful-af-answer
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val_set_size: 0.05
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output_dir: /workspace/axolotl-outputs/personality_ds_updated/Llama-2-7b-bias-harmful-af-answer
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sequence_len: 4096
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sample_packing: false
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eval_sample_packing: false
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pad_to_sequence_len: true
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unfrozen_parameters:
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- "model.layers.[0-9]+.mlp.down_proj.bias"
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plugins:
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- models_with_mlp_bias.MLPBiasPlugin
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wandb_project: weight-diff-ft
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wandb_entity: cfierro
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wandb_watch: all
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wandb_name: Llama-2-7b-bias-chat-harmful-af-answer
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wandb_log_model: "false"
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gradient_accumulation_steps: 1
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micro_batch_size: 8
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optimizer: adamw_bnb_8bit
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lr_scheduler: linear
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learning_rate: 2e-4
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bf16: auto
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tf32: false
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gradient_checkpointing: true
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resume_from_checkpoint:
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logging_steps: 1
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flash_attention: true
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num_epochs: 1
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warmup_steps: 2
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early_stopping_patience: 2
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eval_steps: 40
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save_steps: 40
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save_total_limit: 1
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load_best_model_at_end: true
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weight_decay: 0.01
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special_tokens: |