Mistral
Mixtral 8x7B
Actual
889.2KDescargas4.7KMe gustaDec 2023Publicado33K tokensContextoApache 2.0Licencia38 BásicoCalidad
Mixtral 8x7B (47B parameters) requires approximately 32.4 GB of VRAM with Q4_K_M quantization. As a Mixture of Experts model with 13B active parameters, it uses less memory than its total parameter count suggests. For the best balance of quality and speed, we recommend hardware with at least 38 GB of VRAM.
Comenzar
— copia y pega para ejecutar en localCopy-paste commands to run Mixtral 8x7B on your machine.
Run
ollama run mixtralQuick specs
Parameters47B (13B active)
Architecturemoe (MoE)
Context33K tokens
Modalitytext
Min RAM18.3 GB
Rec. RAM28.7 GB (Q4_K_M)
LicenseApache 2.0
FamilyMixtral
✓ Chat✓ Reasoning
About this model
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Opciones de cuantización
Estimaciones de VRAM por nivel de cuantización
No hardware detected — fit column shows raw VRAM estimates
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 18.3 GB | Low | — |
Q3_K_S | 3 | 23.0 GB | Low | — |
NVFP4 | 4 | 26.3 GB | Medium | — |
Q4_K_M | 4 | 28.7 GB | Medium | — |
Q5_K_M | 5 | 33.8 GB | High | — |
Q6_K | 6 | 38.5 GB | High | — |
Q8_0 | 8 | 50.3 GB | Very High | — |
F16 | 16 | 96.4 GB | Maximum | — |
Quality benchmarks
Mixtral 8x7B benchmark scores
Coding
SWE-bench Verified—
HumanEval+64.0%
Aider Polyglot—
LiveCodeBench—
Reasoning
MMLU-Pro54.0%
GPQA Diamond7.0%
MATH-50047.0%
ARC Challenge—
General
Chatbot Arena—
IFEval62.0%
Source: official · 2023-12-11
Compatibilidad de hardware
Estimaciones de encaje en todo el hardware
Computing compatibility...
Desglose de memoria
Reference: RTX 2060 6GB
Weights28.7 GB
KV Cache2.0 GB
Runtime1.2 GB
Headroom0.6 GB
Preguntas frecuentes
FAQ — Mixtral 8x7B
Ver también