From 432b17eee1f415d013c4875214dd7c032acf3147 Mon Sep 17 00:00:00 2001 From: sunny Date: Thu, 7 Nov 2024 11:20:32 -0500 Subject: [PATCH] test --- test.yml | 59 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 59 insertions(+) create mode 100644 test.yml diff --git a/test.yml b/test.yml new file mode 100644 index 000000000..773d96573 --- /dev/null +++ b/test.yml @@ -0,0 +1,59 @@ +base_model: JackFram/llama-68m + +load_in_8bit: false +load_in_4bit: false +strict: false + +datasets: + - path: tatsu-lab/alpaca + type: alpaca +dataset_prepared_path: last_run_prepared +val_set_size: 0.2 +output_dir: ./outputs/out + +sequence_len: 2048 +sample_packing: true +pad_to_sequence_len: true + +wandb_project: +wandb_entity: +wandb_watch: +wandb_name: +wandb_log_model: + +gradient_accumulation_steps: 4 +micro_batch_size: 1 +num_epochs: 1 +optimizer: paged_adamw_8bit +lr_scheduler: cosine +learning_rate: 2e-5 + +train_on_inputs: false +group_by_length: false +bf16: auto +fp16: +tf32: false + +gradient_checkpointing: true +gradient_checkpointing_kwargs: + use_reentrant: false +early_stopping_patience: +resume_from_checkpoint: +logging_steps: 1 +xformers_attention: +flash_attention: true + +rl: dpo +dpo_use_weighting: true + +warmup_steps: 10 +evals_per_epoch: 2 +eval_table_size: +saves_per_epoch: 1 +debug: +deepspeed: +weight_decay: 0.0 +fsdp: +fsdp_config: +special_tokens: + pad_token: <|end_of_text|> \ No newline at end of file