Hermes-2-Pro-Mistral-7B-GGUF

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<p style="text-align: center;">The official library of GGUF format models for use in the local AI chat app, Backyard AI.</p>

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Hermes 2 Pro Mistral 7B

• Creator: [Nous Research](https://huggingface.co/Nous Research/)
• Original: Hermes 2 Pro Mistral 7B
• Date Created: 2024-03-11
• Trained Context: 8192 tokens
• Description: Hermes 2 Pro is an upgraded, retrained version of Nous Hermes 2, consisting of an updated and cleaned version of the OpenHermes 2.5 Dataset, as well as a newly introduced Function Calling and JSON Mode dataset developed in-house.

This new version of Hermes maintains its excellent general task and conversation capabilities - but also excels at Function Calling, JSON Structured Outputs, and has improved on several other metrics as well, scoring a 90% on our function calling evaluation built in partnership with Fireworks.AI, and an 84% on our structured JSON Output evaluation.

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What is a GGUF?

GGUF is a large language model (LLM) format that can be split between CPU and GPU. GGUFs are compatible with applications based on llama.cpp, such as Backyard AI. Where other model formats require higher end GPUs with ample VRAM, GGUFs can be efficiently run on a wider variety of hardware. GGUF models are quantized to reduce resource usage, with a tradeoff of reduced coherence at lower quantizations. Quantization reduces the precision of the model weights by changing the number of bits used for each weight.

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