Skip to content

Mistral 7B

Apache 2.0

Mistral AI · 7B · transformer-decoder

2023-09-27 33K context 7B params

Use Cases

chat code multilingual summary

Quantization Options

QuantBitsVRAMQualityStatus
Q4_K_M45.7 GBModerate
Q8_0rec89.0 GBGood
F161616.0 GBExcellent

About this model

Mistral 7B was a groundbreaking release from Mistral AI that demonstrated 7B parameter models could punch well above their weight class. Using grouped-query attention and sliding window attention, it outperformed larger models like Llama 2 13B on most benchmarks. This model remains a popular choice for local inference due to its excellent performance-to-size ratio. It handles general text generation, coding assistance, and multilingual tasks effectively while running on modest consumer hardware.

Benchmarks

62.5
mmlu