Mistral
Mixtral 8x22B
現行
29.2Kダウンロード752いいねApr 2024公開日66K トークンコンテキストApache 2.0ライセンス34 基本品質
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.
はじめに
— コピー&ペーストでローカル実行Copy-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]
関連モデル
おすすめ
最適なハードウェア
Mixtral 8x22Bのおすすめ
このモデルを実行
量子化オプション
量子化レベル別VRAM推定値
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
ハードウェア互換性
全ハードウェアの適合度推定
Computing compatibility...
メモリ内訳
Reference: RTX 2060 6GB
Weights86.0 GB
KV Cache3.4 GB
Runtime0.9 GB
Headroom0.6 GB
よくある質問
FAQ — Mixtral 8x22B
関連項目