hugging_face.txt

[[{]]
## Hugging Face

* prominent player in NLP space.
* French-American company developping tools for building ML apps.
* Develops and maintains the "Transformers" Python library 
  supporting state-of-the-art modles like Mistral 7B, BERT and
  GPT-2.
* Compatible with **Pytorch, TensorFlow and JAX.
* **LangChain support leveraging the Hugging Face Hub, which provides
  access to a massive number of models, datasets in various languages
  and formats, and demo apps**, including integrations with Hugging
  Face Endpoints, and enabling text generation inference powered by
  the Text Genration Inference service. 
* Integration with Hugging face models, including the **free Serverless
  Endpoints API and dedicated Inference Endpoints for enterprise worloads
  that come with support for AutoScaling**.
* It also support local/offline integration with Hugging Face
  models and pipelines.
  * ChatHugginFace     : For chat apps.
  * HuggingFacePipeline: Running models through pipelines.
  * HuggingFaceEmbeddings:
  * HuggingFaceInstructEmbeddings:
  * HuggingFaceBgeEmbeddings:
  * HuggingFaceHubEmbeddings: allows leveraging H.F. **Text Embeddings
    Inference (TEI) toolkit** for high-performance extraction.
  * HuggingFaceDatasetLoader: For datasets [[{data.source}]]
[[}]]