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[DO NOT MERGE] SFT configs for Qwen coder models#438
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56f9257 configs
edbeechingdae6e9a Merge branch 'main' into qwen-coder-sft-configs
lewtun2080600 Add codeforces recipes
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51 changes: 51 additions & 0 deletionsrecipes/Qwen2.5-Coder-7B-Instruct/sft/config_v06.00.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,51 @@ | ||
| # Model arguments | ||
| model_name_or_path: Qwen/Qwen2.5-Coder-7B-Instruct | ||
| model_revision: main | ||
| torch_dtype: bfloat16 | ||
| attn_implementation: flash_attention_2 | ||
| # Data training arguments | ||
| dataset_name: open-r1/codeforces_cots_w_openthoughts_decontaminated | ||
| dataset_config: solutions | ||
| dataset_num_proc: 48 | ||
| # SFT trainer config | ||
| callbacks: | ||
| - push_to_hub_revision | ||
| benchmarks: | ||
| - lcb | ||
| bf16: true | ||
| do_eval: false | ||
| eval_strategy: 'no' | ||
| gradient_accumulation_steps: 8 | ||
| gradient_checkpointing: true | ||
| gradient_checkpointing_kwargs: | ||
| use_reentrant: false | ||
| hub_model_id: open-r1/Qwen2.5-Coder-7B-Instruct-SFT | ||
| hub_model_revision: v06.00 | ||
| hub_strategy: every_save | ||
| learning_rate: 1.0e-05 | ||
| log_level: info | ||
| logging_steps: 1 | ||
| logging_strategy: steps | ||
| lr_scheduler_type: cosine_with_min_lr | ||
| lr_scheduler_kwargs: | ||
| min_lr_rate: 0.1 | ||
| packing: true | ||
| max_length: 32768 | ||
| max_steps: -1 | ||
| num_train_epochs: 10 | ||
| output_dir: data/open-r1/Qwen2.5-Coder-7B-Instruct-SFT-v06.00 | ||
| overwrite_output_dir: true | ||
| per_device_eval_batch_size: 1 | ||
| per_device_train_batch_size: 2 | ||
| push_to_hub: true | ||
| report_to: | ||
| - wandb | ||
| save_strategy: epoch | ||
| save_total_limit: 1 | ||
| seed: 42 | ||
| use_liger: true | ||
| wandb_entity: huggingface | ||
| wandb_project: open-r1 | ||
| warmup_ratio: 0.03 |
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