Mistral
Mixtral 8x22B
Atual
29.2KDownloads752CurtidasApr 2024Publicado66K tokensContextoApache 2.0Licença34 BásicoQualidade
Mixtral 8x22B (141B parameters) requires approximately 90.9 GB of VRAM with Q4_K_M quantization. As a Mixture of Experts model with 39B 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 105 GB of VRAM.
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— copie e cole para rodar localmenteCopy-paste commands to run Mixtral 8x22B on your machine.
Run
ollama run mixtral:8x22bQuick specs
Parameters141B (39B active)
Architecturemoe (MoE)
Context66K tokens
Modalitytext
Min RAM55 GB
Rec. RAM86 GB (Q4_K_M)
LicenseApache 2.0
FamilyMixtral
✓ Chat✓ Reasoning
About this model
- •[AVAILABLE_TOOLS]
- •[/AVAILABLE_TOOLS]
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Opções de quantização
Estimativas de VRAM por nível de quantização
No hardware detected — fit column shows raw VRAM estimates
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 55.0 GB | Low | — |
Q3_K_S | 3 | 69.1 GB | Low | — |
NVFP4 | 4 | 79.0 GB | Medium | — |
Q4_K_M | 4 | 86.0 GB | Medium | — |
Q5_K_M | 5 | 101.5 GB | High | — |
Q6_K | 6 | 115.6 GB | High | — |
Q8_0 | 8 | 150.9 GB | Very High | — |
F16 | 16 | 289.0 GB | Maximum | — |
Quality benchmarks
Mixtral 8x22B benchmark scores
Coding
SWE-bench Verified—
HumanEval+78.6%
Aider Polyglot—
LiveCodeBench—
Reasoning
MMLU-Pro38.7%
GPQA Diamond16.4%
MATH-50018.7%
ARC Challenge—
General
Chatbot Arena—
IFEval71.8%
Source: official · 2024-04-16
Compatibilidade de hardware
Estimativas de compatibilidade para todo o hardware
Computing compatibility...
Detalhamento de memória
Reference: RTX 2060 6GB
Weights86.0 GB
KV Cache3.4 GB
Runtime0.9 GB
Headroom0.6 GB
Perguntas frequentes
FAQ — Mixtral 8x22B
Veja também