Mistral
Mistral Large 3
最先端
11.7Kダウンロード260いいねNov 2024公開日256K トークンコンテキストMistral Research Licenseライセンス75 優秀品質
Mistral Large 3 (675B parameters) requires approximately 420.1 GB of VRAM with Q4_K_M quantization. As a Mixture of Experts model with 41B 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 484 GB of VRAM.
はじめに
— コピー&ペーストでローカル実行Quick specs
Parameters675B (41B active)
Architecturemoe (MoE)
Context256K tokens
Modalitytext+vision
Min RAM263.3 GB
Rec. RAM411.8 GB (Q4_K_M)
LicenseMistral Research License
FamilyMistral Large
✓ Vision✓ Code✓ Chat✓ Reasoning
About this model
- •Multi-lingual by design:: Dozens of languages supported, including English, French, German, Spanish, Italian, Chinese, Japanese, Korean,...
- •Proficient in coding:: Trained on 80+ coding languages such as Python, Java, C, C++, Javacsript, and Bash. Also trained on more specific languages...
- •Agent-centric:: Best-in-class agentic capabilities with native function calling and JSON outputting
- •Advanced Reasoning:: State-of-the-art mathematical and reasoning capabilities
- •Mistral Research License:: Allows usage and modification for non-commercial usages
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 | 263.3 GB | Low | — |
Q3_K_S | 3 | 330.8 GB | Low | — |
NVFP4 | 4 | 378.0 GB | Medium | — |
Q4_K_M | 4 | 411.8 GB | Medium | — |
Q5_K_M | 5 | 486.0 GB | High | — |
Q6_K | 6 | 553.5 GB | High | — |
Q8_0 | 8 | 722.3 GB | Very High | — |
F16 | 16 | 1383.7 GB | Maximum | — |
Quality benchmarks
Mistral Large 3 benchmark scores
Coding
SWE-bench Verified—
HumanEval+92.0%
Aider Polyglot—
LiveCodeBench34.4%
Reasoning
MMLU-Pro85.5%
GPQA Diamond43.9%
MATH-50049.5%
ARC Challenge—
General
Chatbot Arena—
IFEval84.0%
Source: official · 2025-12-18
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
Weights411.8 GB
KV Cache5.4 GB
Runtime2.4 GB
Headroom0.6 GB
よくある質問
FAQ — Mistral Large 3
関連項目