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base_model: /media/renfroe/llms/SmolLM-360M/ |
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model_type: LlamaForCausalLM |
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tokenizer_type: GPT2Tokenizer |
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seed: 122887 |
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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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max_steps: 0 |
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resume_from_checkpoint: |
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datasets: |
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- path: /home/renfroe/Desktop/sqa_tiny-llama_dataset/Dynamic_Optimization_Methods_with_Applications_sqa_answers_only.json |
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type: |
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field_instruction: question |
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field_output: answer |
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format: "<|im_start|>user\n{instruction}<|im_end|>\n<|im_start|>assistant\n" |
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no_input_format: "<|im_start|>user\n{instruction}<|im_end|>\n<|im_start|>assistant\n" |
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- path: /home/renfroe/Dev/tinyllama-models/dataset/open_hermes_top_tech.json |
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type: sharegpt |
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- path: /home/renfroe/Desktop/sqa_tiny-llama_dataset/hermes_prior_knowledge_question_expansion_with_answers.json |
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type: |
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field_instruction: question |
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field_output: answer |
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format: "<|im_start|>user\n{instruction}<|im_end|>\n<|im_start|>assistant\n" |
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no_input_format: "<|im_start|>user\n{instruction}<|im_end|>\n<|im_start|>assistant\n" |
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- path: /home/renfroe/Desktop/sqa_tiny-llama_dataset/hermes_prior_knowledge_question_expansion_with_answers.json |
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type: |
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field_instruction: question |
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field_output: answer |
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format: "<|im_start|>user\n{instruction}<|im_end|>\n<|im_start|>assistant\n" |
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no_input_format: "<|im_start|>user\n{instruction}<|im_end|>\n<|im_start|>assistant\n" |
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- path: /home/renfroe/Desktop/sqa_tiny-llama_dataset/or-farm_sharegpt.json |
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type: sharegpt |
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dataset_prepared_path: |
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val_set_size: 0.2 |
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output_dir: ./SmolLM-Ora |
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auto_resume_from_checkpoints: false |
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sequence_len: 2048 |
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sample_packing: true |
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chat_template: chatml |
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wandb_project: SmolLM-Ora |
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wandb_entity: |
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wandb_watch: |
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wandb_name: |
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wandb_log_model: |
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gradient_accumulation_steps: 1 |
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micro_batch_size: 10 |
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num_epochs: 4 |
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optimizer: adamw_bnb_8bit |
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lr_scheduler: linear |
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weight_decay: 0.0000001 |
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learning_rate: 0.0001 |
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lr_scheduler_kwargs: |
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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: false |
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gradient_checkpointing: 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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eval_sample_packing: False |
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warmup_steps: 50 |
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evals_per_epoch: 4 |
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eval_table_size: |
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saves_per_epoch: 4 |
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debug: |
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deepspeed: |
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fsdp: |
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fsdp_config: |
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special_tokens: |
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bos_token: "<|endoftext|>" |
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eos_token: "<|endoftext|>" |
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pad_token: "<|endoftext|>" |
