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How to convert a single safetensors file to PEFT format

Hugging Face Forums [Unofficial] February 6, 2026
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John6666:

script

Hi, I run your script, but only get adapter_model.safetensors, no adapter_config.json, I get it from follow code:

pipe.transformer.peft_config["lightning_v2"].save_pretrained("./lora_adapter")

then pass folder(./lora_adapter) to vLLM-Omni and raise error, it say “state_dict” keys is not match…

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