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Add ContentHandler templates for common models #328

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cj-zhang opened this issue Jan 15, 2025 · 0 comments
Open

Add ContentHandler templates for common models #328

cj-zhang opened this issue Jan 15, 2025 · 0 comments

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@cj-zhang
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Introduce some ContentHandler templates for common models i.e. the Llama family. Could save users time and also provide an example of how to write their own content handlers.

class LlamaContentHandler(LLMContentHandler):
    content_type: str = "application/json"
    accepts: str = "application/json"

    def transform_input(self, inputs: str, model_kwargs) -> bytes:
        input_str = json.dumps({"inputs": inputs, **model_kwargs})
        return input_str.encode('utf-8')

    def transform_output(self, output):
        response_json = json.loads(output.read().decode("utf-8"))
        return response_json["generated_text"]
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