55 lines
1.2 KiB
YAML
55 lines
1.2 KiB
YAML
base_model: tiiuae/falcon-7b
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# optionally might have model_type or tokenizer_type
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model_type: AutoModelForCausalLM
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tokenizer_type: AutoTokenizer
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# Automatically upload checkpoint and final model to HF
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# hub_model_id: username/custom_model_name
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# required by falcon custom model code: https://huggingface.co/tiiuae/falcon-7b/tree/main
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trust_remote_code: true
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gptq: false
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push_dataset_to_hub:
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datasets:
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- path: teknium/GPT4-LLM-Cleaned
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type: alpaca:chat
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dataset_prepared_path:
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val_set_size: 0.05
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adapter:
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lora_model_dir:
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sequence_len: 2048
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max_packed_sequence_len:
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lora_r: 64
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lora_alpha: 32
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lora_dropout: 0.0
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lora_target_linear: true
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wandb_project:
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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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output_dir: ./outputs/falcon-7b
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batch_size: 2
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micro_batch_size: 1
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num_epochs: 4
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optimizer: adamw_bnb_8bit
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torchdistx_path:
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lr_scheduler: cosine
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learning_rate: 0.00003
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bf16: auto
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tf32: true
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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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xformers_attention: true
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flash_attention:
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gptq_groupsize:
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gptq_model_v1:
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warmup_steps: 40
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evals_per_epoch: 4
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saves_per_epoch: 1
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weight_decay: 0.0
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special_tokens:
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pad_token: "<|endoftext|>"
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bos_token: "<|endoftext|>"
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eos_token: "<|endoftext|>"
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