782b6a4216
* set fp16 to false if bf16, update bf16: auto in example YAMLs * unset fp16 so that it fallsback properly if bf16 isn't available * Update README.md [skip-ci] Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> * test that bf16 disables fp16 --------- Co-authored-by: NanoCode012 <kevinvong@rocketmail.com>
62 lines
1020 B
YAML
62 lines
1020 B
YAML
base_model: state-spaces/mamba-2.8b
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model_type: MambaLMHeadModel
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tokenizer_type: AutoTokenizer
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tokenizer_config: EleutherAI/gpt-neox-20b
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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: mhenrichsen/alpaca_2k_test
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type: alpaca
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dataset_prepared_path:
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val_set_size: 0.0
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output_dir: ./out
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sequence_len: 2048
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sample_packing: false
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pad_to_sequence_len: false
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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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gradient_accumulation_steps: 4
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micro_batch_size: 1
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num_epochs: 2
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optimizer: paged_adamw_8bit
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lr_scheduler: cosine
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learning_rate: 5e-5
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train_on_inputs: false
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group_by_length: true
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bf16: auto
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fp16:
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tf32: true
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gradient_checkpointing: false
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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: 10
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evals_per_epoch: 4
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eval_table_size:
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eval_table_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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weight_decay: 0.0
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fsdp:
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fsdp_config:
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special_tokens:
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tokens:
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save_safetensors: False
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