chatrag-deberta huggingface.co api & AgentPublic chatrag-deberta github AI Model

Introduction of chatrag-deberta

Model Details of chatrag-deberta

Chatrag-Deberta is a small lightweight LLM to predict whether a question should retrieve additional information with RAG or not.

Chatrag-Deberta is based on Deberta-v3-large, a 304M encoder-decoder. Its initial version was fine-tuned on 20,000 examples of questions annotated by Mistral 7B.

Use

A typical example of inference with Chatrag-Deberta is provided in the Google Colab demo or with inference_chatrag.py

For every submitted text, Chatrag-Deberta will output a range of probabilities to require RAG or not.

This makes it possible to adjust a threshold of activation depending on whether more or less RAG is desirable in the system.

Query	Prob	Result
Comment puis-je renouveler un passeport ?	0.988455	RAG
Combien font deux et deux ?	0.041475	No-RAG
Écris un début de lettre de recommandation pour la Dinum	0.103086	No-RAG

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More Information About chatrag-deberta huggingface.co Model

chatrag-deberta huggingface.co

chatrag-deberta huggingface.co is an AI model on huggingface.co that provides chatrag-deberta's model effect (), which can be used instantly with this AgentPublic chatrag-deberta model. huggingface.co supports a free trial of the chatrag-deberta model, and also provides paid use of the chatrag-deberta. Support call chatrag-deberta model through api, including Node.js, Python, http.

chatrag-deberta huggingface.co Url

https://huggingface.co/AgentPublic/chatrag-deberta

AgentPublic chatrag-deberta online free

chatrag-deberta huggingface.co is an online trial and call api platform, which integrates chatrag-deberta's modeling effects, including api services, and provides a free online trial of chatrag-deberta, you can try chatrag-deberta online for free by clicking the link below.

AgentPublic chatrag-deberta online free url in huggingface.co:

https://huggingface.co/AgentPublic/chatrag-deberta

chatrag-deberta install

chatrag-deberta is an open source model from GitHub that offers a free installation service, and any user can find chatrag-deberta on GitHub to install. At the same time, huggingface.co provides the effect of chatrag-deberta install, users can directly use chatrag-deberta installed effect in huggingface.co for debugging and trial. It also supports api for free installation.