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arthrod/Reasoner4All

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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App README

Reasoner4All

Reasoner4All is a simple demo that allows you to supercharge your favourite LLMs by integrating advanced reasoning capabilities from the latest open-source thinking models. Whether you're working with OpenAI, Mistral, Groq, or Gemini, this framework seamlessly enhances their decision-making with an additional reasoning layer. Leverage models like DeepSeek R1 Distill LLaMA-70B to improve your AI's problem-solving skills and contextual understanding!

Useful Links ๐Ÿ”—

  • โ€”AiCore Repo my custom wrapper around multiple providers which uniforms streaming, json outputs and reasoning integration.

Features

Supports Multiple LLM Providers

  • โ€”OpenAI
  • โ€”Mistral
  • โ€”Groq (including DeepSeek R1 Distill LLaMA-70B for reasoning)
  • โ€”Gemini
  • โ€”and more!

Reasoner Integration

  • โ€”Uses an additional (reasoning) LLM to enhance reasoning capabilities
  • โ€”Support for Deepseek R1 Distill LLaMA-70B (Groq Hosted) and Deepseek R1 (Nvidia Hosted)

Conversation History

  • โ€”For context reasons the converstation history up to latest 4096 tokens is preserved and passed to the llms as context

User Interface

Settings

  • โ€”Provider and Model selection
  • โ€”Reasoner Option and Model selection
  • โ€”Support for System Propmpt and Reasoner System prompt specification

Profiles

  • โ€”Reasoner4All uses a series of pre-set API Keys for demo purposes
  • โ€”OpenAi allows you to connect to your models with support for api key if required don't worry I am not logging your keys anwyehre but you can check the src code of this space to be sure :)

Chat

  • โ€”Reasoning steps appear inside a step which can be expanded to visualize the process