Mistral
Devstral 2 123B Instruct
前沿
10.2K下载量322点赞Nov 2025发布日期256K tokens上下文Mistral Research License许可证100 卓越质量
Devstral 2 123B Instruct (123B parameters) requires approximately 81.9 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 95 GB of VRAM.
快速开始
— 复制粘贴即可本地运行Copy-paste commands to run Devstral 2 123B Instruct on your machine.
Run
lms load Devstral-2-123B-Instruct-2512 && lms server startQuick specs
Parameters123B
Architecturedense
Context256K tokens
Modalitytext+vision
Min RAM48 GB
Rec. RAM75 GB (Q4_K_M)
LicenseMistral Research License
FamilyDevstral
✓ Vision✓ Code✓ Reasoning
About this model
- •Agentic Coding: Devstral is designed to excel at agentic coding tasks, making it a great choice for software engineering agents
- •Improved Performance: Devstral 2 is a step-up compared to its predecessors
- •Better Generalization: Generalises better to diverse prompts and coding environments
- •Context Window: A 256k context window
快速推荐
最佳硬件
Devstral 2 123B Instruct 的最佳选择
运行此模型
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 | 48.0 GB | Low | — |
Q3_K_S | 3 | 60.3 GB | Low | — |
NVFP4 | 4 | 68.9 GB | Medium | — |
Q4_K_M | 4 | 75.0 GB | Medium | — |
Q5_K_M | 5 | 88.6 GB | High | — |
Q6_K | 6 | 100.9 GB | High | — |
Q8_0 | 8 | 131.6 GB | Very High | — |
F16 | 16 | 252.2 GB | Maximum | — |
Quality benchmarks
Devstral 2 123B Instruct benchmark scores
Coding
SWE-bench Verified72.2%
HumanEval+—
Aider Polyglot—
LiveCodeBench—
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
Weights75.0 GB
KV Cache5.4 GB
Runtime0.9 GB
Headroom0.6 GB
常见问题
FAQ — Devstral 2 123B Instruct
另请参阅