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Add model detection for inference profiles in US and EU
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1 changed files with 16 additions and 2 deletions
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@ -35,6 +35,7 @@ default_profile = os.getenv("AWS_PROFILE", None)
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default_region = os.getenv("AWS_DEFAULT_REGION", None)
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# Variant API handling depends on the model type
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# FIXME: Missing, Amazon models, Deepseek
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class ModelVariant(enum.Enum):
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MISTRAL = enum.auto() # Mistral
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META = enum.auto() # Llama 3.1
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@ -122,6 +123,9 @@ class Processor(ConsumerProducer):
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def determine_model(self, model):
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# FIXME: Missing, Amazon models, Deepseek
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# This set of conditions deals with normal bedrock on-demand usage
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if self.model.startswith("mistral"):
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return ModelVariant.MISTRAL
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elif self.model.startswith("meta"):
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@ -132,8 +136,18 @@ class Processor(ConsumerProducer):
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return ModelVariant.AI21
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elif self.model.startswith("cohere"):
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return ModelVariant.COHERE
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else:
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return ModelVariant.DEFAULT
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# The inference profiles
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if self.model.startswith("us.meta"):
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return ModelVariant.META
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elif self.model.startswith("us.anthropic"):
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return ModelVariant.ANTHROPIC
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elif self.model.startswith("eu.meta"):
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return ModelVariant.META
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elif self.model.startswith("eu.anthropic"):
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return ModelVariant.ANTHROPIC
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return ModelVariant.DEFAULT
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async def handle(self, msg):
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