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Added InferenceClient

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Merve Noyan 2023-08-02 17:57:01 +03:00 committed by GitHub
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docs/source/basic_tutorials/consuming_tgi.md
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@ -11,4 +11,16 @@ To serve both ChatUI and TGI in same environment, simply add your own endpoints
// rest of the model config here
"endpoints": [{"url": "https://HOST:PORT/generate_stream"}]
}
```
```
## Inference Client
`huggingface-hub` is a Python library to interact and manage repositories and endpoints on Hugging Face Hub. `InferenceClient` is a class that lets users interact with models on Hugging Face Hub and Hugging Face models served by any TGI endpoint. Once you start the TGI server, simply instantiate `InferenceClient()` with the URL to endpoint serving the model. You can then call `text_generation()` to hit the endpoint through Python.
```python
from huggingface_hub import InferenceClient
client = InferenceClient(model=URL_TO_ENDPOINT_SERVING_TGI)
client.text_generation(prompt="Write a code for snake game", model=URL_TO_ENDPOINT_SERVING_TGI)
```
You can check out the details of the function [here](https://huggingface.co/docs/huggingface_hub/main/en/package_reference/inference_client#huggingface_hub.InferenceClient.text_generation).

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docs/source/basic_tutorials/preparing_model.md Normal file
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