openhermes-2.5-mistral-7b-pruned50-GGUF

Openhermes 2.5 - Mistral 7B - GGUF

• Model creator: Teknium
• Original model OpenHermes 2.5 Mistral 7B

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Description

This repo contains GGUF format model files for Teknium's OpenHermes 2.5 Mistral 7B

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GGUF is a new format introduced by the llama.cpp team on August 21st 2023. It is a replacement for GGML, which is no longer supported by llama.cpp.

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Prompt template: ChatML

<|im_start|>system
{system_message}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant

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Explanation of quantisation methods

<details> <summary>Click to see details</summary>

The GGUF model is pruned to 50% using sparseGPT method sparseGPT

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from llama_cpp import Llama

llm = Llama(model_path="openhermes-2.5-mistral-7b-pruned50-Q8_0.gguf")

output = llm("""<|im_start|>system
You are a friendly chatbot who always responds in the style of a pirate.<|im_end|>
<|im_start|>user
How many helicopters can a human eat in one sitting?<|im_end|>
<|im_start|>assistant
""")

print(output)

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