domains / families / science / nvflare-convert-huggingface

nvflare-convert-huggingface

separate

Convert existing Hugging Face Transformers Trainer or TRL SFTTrainer training code into an NVFLARE federated job using flare.patch(trainer), local validation, and job export; use when the user names Hugging Face or preliminary source inspection identifies one Hugging Face owner, and not for manual PyTorch loops, Lightning, inference-only pipelines, deployment, or experiment workflows.

When to use

• Converting transformers.Trainer code
• Converting Seq2SeqTrainer code
• Converting TRL SFTTrainer code
• Converting other Trainer subclasses
• Full-model fine-tuning conversion
• PEFT/LoRA fine-tuning conversion
• Replicated torch.distributed training conversion

When not to use

• Do not use for an `AutoModel` driven by a manual PyTorch loop without a Hugging Face Trainer (route to `nvflare-convert-pytorch`), PyTorch Lightning (route to `nvflare-convert-lightning`, including Lightning modules that contain Transforme…

Skill page

Source