💫 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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