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FuseChat-7B-VaRM - AI Language Models Tool

Overview

FuseChat-7B-VaRM is a chat language model from FuseAI that fuses knowledge from multiple chat LLMs using a fuse-then-merge strategy. It integrates NH2-Mixtral-8x7B, NH2-Solar-10.7B, and OpenChat-3.5-7B into a single, memory-efficient model with competitive MT-Bench performance.

Key Features

  • Fuses knowledge from NH2-Mixtral-8x7B, NH2-Solar-10.7B, and OpenChat-3.5-7B
  • Fuse-then-merge strategy to combine multiple models
  • Designed for memory-efficient deployment
  • Competitive performance on MT-Bench evaluations
  • Optimized for chat-style conversational tasks

Ideal Use Cases

  • Conversational assistants that consolidate multiple LLM strengths
  • Deployments constrained by memory or compute budgets
  • Benchmarking and comparative evaluation using MT-Bench
  • Research into model fusion and ensemble methods

Getting Started

  • Visit the model page at https://huggingface.co/FuseAI/FuseChat-7B-VaRM
  • Read the model README and documentation on the page
  • Install the Hugging Face client or required libraries
  • Follow repository usage examples to load and run the model
  • Test with sample prompts and evaluate outputs

Pricing

Pricing not disclosed

Key Information

  • Category: Language Models
  • Type: AI Language Models Tool
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