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Diffstat (limited to 'collaborativeagents/training/llama_factory_config.yaml')
| -rw-r--r-- | collaborativeagents/training/llama_factory_config.yaml | 35 |
1 files changed, 35 insertions, 0 deletions
diff --git a/collaborativeagents/training/llama_factory_config.yaml b/collaborativeagents/training/llama_factory_config.yaml new file mode 100644 index 0000000..529693b --- /dev/null +++ b/collaborativeagents/training/llama_factory_config.yaml @@ -0,0 +1,35 @@ +### LLaMA-Factory SFT Training Config ### +### For session-level reflection training ### + +### Model +model_name_or_path: /projects/bfqt/users/yurenh2/ml-projects/personalization-user-model/models/llama-3.1-8b-instruct + +### Method +stage: sft +do_train: true +finetuning_type: full +deepspeed: ds_z3_config.json + +### Dataset +dataset: sft_reflection +dataset_dir: /projects/bfqt/users/yurenh2/ml-projects/personalization-user-model/collaborativeagents/training +template: llama3 +cutoff_len: 4096 + +### Output +output_dir: /projects/bfqt/users/yurenh2/ml-projects/personalization-user-model/collaborativeagents/training/outputs/sft_reflection_lf + +### Training +per_device_train_batch_size: 1 +gradient_accumulation_steps: 16 +learning_rate: 1.0e-6 +num_train_epochs: 4.0 +lr_scheduler_type: cosine +warmup_ratio: 0.1 +bf16: true +ddp_timeout: 3600 + +### Logging +logging_steps: 10 +save_steps: 100 +save_total_limit: 3 |