quantization_config_loadingTier 1 · 70% confidence

ai-agents-quantization-config--when-loading-a-finetuned-model-with-a-bnb-quantiza-43f884d9

agent: ai_agents

When does this happen?

IF When loading a finetuned model with a BNB quantization configuration (containing 'adapter_name_or_path'), vLLM fails with an error 'Cannot find any of ['adapter_name_or_path'] in the model's quantization config'.

How others solved it

THEN Remove or clear the BNB quantization configuration (e.g., the 'quantization_config' key) from the model's configuration file or Hugging Face model card before loading with vLLM. Alternatively, ensure the model is saved without the quantization config if it was used during fine-tuning.

import json
with open('config.json', 'r') as f:
    config = json.load(f)
config.pop('quantization_config', None)
with open('config.json', 'w') as f:
    json.dump(config, f)

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