Mistral
Mistral Large 3
前沿
11.7K下载量260点赞Nov 2024发布日期256K tokens上下文Mistral Research License许可证75 优秀质量
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.
快速开始
— 复制粘贴即可本地运行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
量化选项
各量化级别的 VRAM 估算
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
硬件兼容性
全部硬件的适配估算
Computing compatibility...
内存详细分析
Reference: RTX 2060 6GB
Weights411.8 GB
KV Cache5.4 GB
Runtime2.4 GB
Headroom0.6 GB
常见问题
FAQ — Mistral Large 3
另请参阅