Handle dict quantization_config flags
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3bfc927984
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1 changed files with 16 additions and 4 deletions
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@ -154,10 +154,16 @@ class FastLanguageModel(FastLlamaModel):
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# Respect user-provided quantization_config (e.g. BitsAndBytesConfig)
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quantization_config = kwargs.get("quantization_config", None)
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if quantization_config is not None:
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if getattr(quantization_config, "load_in_4bit", False):
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if isinstance(quantization_config, dict):
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q_load_in_4bit = quantization_config.get("load_in_4bit", False)
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q_load_in_8bit = quantization_config.get("load_in_8bit", False)
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else:
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q_load_in_4bit = getattr(quantization_config, "load_in_4bit", False)
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q_load_in_8bit = getattr(quantization_config, "load_in_8bit", False)
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if q_load_in_4bit:
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load_in_4bit = True
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load_in_8bit = False
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if getattr(quantization_config, "load_in_8bit", False):
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if q_load_in_8bit:
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load_in_8bit = True
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load_in_4bit = False
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@ -734,10 +740,16 @@ class FastModel(FastBaseModel):
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# Respect user-provided quantization_config (e.g. BitsAndBytesConfig)
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quantization_config = kwargs.get("quantization_config", None)
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if quantization_config is not None:
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if getattr(quantization_config, "load_in_4bit", False):
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if isinstance(quantization_config, dict):
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q_load_in_4bit = quantization_config.get("load_in_4bit", False)
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q_load_in_8bit = quantization_config.get("load_in_8bit", False)
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else:
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q_load_in_4bit = getattr(quantization_config, "load_in_4bit", False)
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q_load_in_8bit = getattr(quantization_config, "load_in_8bit", False)
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if q_load_in_4bit:
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load_in_4bit = True
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load_in_8bit = False
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if getattr(quantization_config, "load_in_8bit", False):
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if q_load_in_8bit:
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load_in_8bit = True
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load_in_4bit = False
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