Upstage
Solar Open 2 250B
前沿
2.8K下载量546点赞Jul 2026发布日期1.0M tokens上下文Upstage Solar许可证88 优秀质量
Solar Open 2 250B (250.3000030517578B parameters) requires approximately 154.9 GB of VRAM with Q4_K_M quantization. As a Mixture of Experts model with 15B 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 179 GB of VRAM.
快速开始
— 复制粘贴即可本地运行Copy-paste commands to run Solar Open 2 250B on your machine.
Run
docker run --rm -it ghcr.io/ggerganov/llama.cpp:full \
--hf-repo "upstage/Solar-Open2-250B" \
--hf-file "Solar-Open2-250B-Q4_K_M.gguf" \
-c 4096 -ngl 99Quick specs
Parameters250.3B (15B active)
Architecturemoe (MoE)
Context1.0M tokens
Modalitytext
Min RAM97.6 GB
Rec. RAM152.7 GB (Q4_K_M)
LicenseUpstage Solar
FamilySolar
✓ Code✓ Reasoning
About this model
- •250B total / 15B active per token — 320 routed experts plus 1 shared expert, top-8.
- •1M-token context; linear-attention layers encode order intrinsically, so RoPE is removed entirely (NoPE).
- •Only 12 of 48 layers keep a KV cache — roughly a quarter the long-context memory of an all-softmax model.
- •Purpose-built for agentic workflows: tool calling, multi-step reasoning, end-to-end task execution.
- •Trilingual: English, Korean and Japanese.
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最佳硬件
Solar Open 2 250B 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 |
|---|---|---|---|---|
Q1_0_G128 | 1.125 | 36.0 GB | Very Low | — |
Q2_0_G128 | 1.71 | 66.8 GB | Low | — |
Q2_K | 2 | 97.6 GB | Low | — |
Q3_K_S | 3 | 122.6 GB | Low | — |
NVFP4 | 4 | 140.2 GB | Medium | — |
Q4_K_M | 4 | 152.7 GB | Medium | — |
Q5_K_M | 5 | 180.2 GB | High | — |
Q6_K | 6 | 205.2 GB | High | — |
Q8_0 | 8 | 267.8 GB | Very High | — |
F16 | 16 | 513.1 GB | Maximum | — |
Quality benchmarks
Solar Open 2 250B benchmark scores
Coding
SWE-bench Verified70.4%
HumanEval+—
Aider Polyglot—
LiveCodeBench92.4%
Reasoning
MMLU-Pro86.2%
GPQA Diamond86.3%
MATH-500—
ARC Challenge—
Source: official · 2026-07-22
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
Weights152.7 GB
KV Cache0.7 GB
Runtime0.9 GB
Headroom0.6 GB
常见问题
FAQ — Solar Open 2 250B
另请参阅