brittlewis12/Snorkel-Mistral-PairRM-DPO-GGUF

Snorkel-Mistral-PairRM-DPO GGUF

Original model: Snorkel-Mistral-PairRM-DPO Model creator: Snorkel AI

This repo contains GGUF format model files for Snorkel AI’s Snorkel-Mistral-PairRM-DPO.

With this demonstration, we focus on the general approach to alignment. Thus, we use a general-purpose reward model - the performant PairRM model. We use the Mistral-7B-Instruct-v0.2 model as our base LLM.

What is GGUF?

GGUF is a file format for representing AI models. It is the third version of the 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. Converted using llama.cpp b1960 (26d6076)

Prompt template: ChatML

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

---

Download & run with cnvrs on iPhone, iPad, and Mac!

cnvrs is the best app for private, local AI on your device:

• create & save Characters with custom system prompts & temperature settings
• download and experiment with any GGUF model you can find on HuggingFace!
• make it your own with custom Theme colors
• powered by Metal ⚡️ & Llama.cpp, with haptics during response streaming!
• try it out yourself today, on Testflight!
• follow cnvrs on twitter to stay up to date

---

Original Model Evaluations:

On Alpaca-Eval 2.0:

• The base model: Mistral-7B-Instruct-v0.2 scored 14.72.

After applying the above methodology:

• This model scored 30.22 - ranked 3rd and the highest for an open-source base model at the time of publication.