mathstral-7B-v0.1-GGUF

💫 Community Model> Mathstral 7b v0.1 by Mistral AI#

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Model creator: MistralAI

Original model: mathstral-7B-v0.1

GGUF quantization: provided by bartowski based on llama.cpp release b3389

Model Summary:#

Mathstral is a model based on the Mistral family fine tuned specifically for advanced mathematical problems requiring complex, multi-step logical reasoning.

This model achieves state of the art reasoning compared to similarly sized models across a range of industry standard benchmarks.

Prompt template:#

Choose the Mistral Instruct preset in your LM Studio.

Under the hood, the model will see a prompt that's formatted like so:

<s>[INST]  {prompt} [/INST]</s>

Technical Details#

Released with collaboration with Project Numina.

This model achieves 56.6% on MATH and 63.47% on MMLU.

Context length: 32768

For more details, check out the Mistral blog post here

Special thanks#

🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.

🙏 Special thanks to Kalomaze for his dataset (linked here) that was used for calculating the imatrix for the IQ1_M and IQ2_XS quants, which makes them usable even at their tiny size!

Disclaimers#

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