12a2dbbc2c
* phi sequence packing * sample packing fixes * fix linting * fix inference and phi e2e tests * update phi example now that sample packing works * wandb import keeps getting moved around
76 lines
1.3 KiB
YAML
76 lines
1.3 KiB
YAML
base_model: microsoft/phi-1_5
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base_model_config: microsoft/phi-1_5
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model_type: MixFormerSequentialForCausalLM
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tokenizer_type: AutoTokenizer
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is_llama_derived_model: false
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trust_remote_code: true
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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: garage-bAInd/Open-Platypus
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type: alpaca
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dataset_prepared_path: last_run_prepared
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val_set_size: 0.05
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output_dir: ./phi-sft-out
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sequence_len: 2048
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sample_packing: true
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pad_to_sequence_len:
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adapter:
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lora_model_dir:
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lora_r:
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lora_alpha:
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lora_dropout:
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lora_target_linear:
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lora_fan_in_fan_out:
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wandb_project:
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wandb_entity:
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wandb_watch:
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wandb_run_id:
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wandb_log_model:
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gradient_accumulation_steps: 1
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micro_batch_size: 1
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num_epochs: 4
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optimizer: adamw_torch
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adam_beta2: 0.95
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adam_epsilon: 0.00001
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max_grad_norm: 1.0
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lr_scheduler: cosine
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learning_rate: 0.000003
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train_on_inputs: false
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group_by_length: true
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bf16: true
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fp16: false
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tf32: true
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gradient_checkpointing:
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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:
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warmup_steps: 100
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eval_steps: 0.05
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save_steps:
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debug:
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deepspeed:
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weight_decay: 0.1
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fsdp:
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fsdp_config:
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resize_token_embeddings_to_32x: true
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special_tokens:
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bos_token: "<|endoftext|>"
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eos_token: "<|endoftext|>"
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unk_token: "<|endoftext|>"
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pad_token: "<|endoftext|>"
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