33 lines
754 B
YAML
33 lines
754 B
YAML
## costa stuff
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model_name: vwxyzjn/EleutherAI_pythia-1b-deduped__sft__tldr
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model_revision: sft__55513__1706646024
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dataset_name: vwxyzjn/summarize_from_feedback_oai_preprocessing_1706381144
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tokenizer_name: EleutherAI/pythia-1b-deduped
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prompt_field: query
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eval_split: validation
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max_prompt_length: 512
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max_target_length: 131
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max_length: 640
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lr_scheduler_type: cosine
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## hub stuff
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push_to_hub: True
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push_to_hub_organization: mnoukhov
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## training stuff
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gold_eval: ppl
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eval_steps: 0.2
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save_steps: 0.2
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beta: 0.05
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max_steps: -1
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num_train_epochs: 1
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load_in_8bit: False
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bf16: False
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fp16: True
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learning_rate: 1e-5
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use_peft: True
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lora_r: 16
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lora_alpha: 32
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lora_dropout: 0.
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gradient_accumulation_steps: 4
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per_device_train_batch_size: 4
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per_device_eval_batch_size: 4
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