metadata
license: apache-2.0
tags:
- math
- mistral
- llm
- gguf
- mathstral
- java
- mistral.java
Pure quantizations of Mathstral-7B-v0.1 for mistral.java.
In the wild, Q8_0 quantizations are fine, but Q4_0 quantizations are rarely pure e.g. the output.weights tensor is quantized with Q6_K, instead of Q4_0.
A pure Q4_0 quantization can be generated from a high precision (F32, F16, BFLOAT16) .gguf source with the quantize utility from llama.cpp as follows:
./llama-quantize --pure ./Mathstral-7B-v0.1-F32.gguf ./Mathstral-7B-v0.1-Q4_0.gguf Q4_0
Original model: https://huggingface.co/mistralai/mathstral-7B-v0.1
**Note that this model does not support a System prompt.
Mathstral 7B is a model specializing in mathematical and scientific tasks, based on Mistral 7B. You can read more in the official blog post.