EuroLLM 22B — 显存、速度与本地部署
作者： Jakub Rusinowski · 最后更新：
The flagship EuroLLM, reported to match or beat global models of similar size on multilingual tasks. Fits a 16 GB card at Q4.
EuroLLM 22B 在 Q4_K_M 下约需 14 GB 显存——量化权重加框架开销，不含 KV 缓存。在 Apple Silicon 上，这部分来自统一内存。
按量化级别的显存与速度
计算基准：NVIDIA RTX 4090 (24 GB)。仅含权重与开销：该模型架构未公开，因此未计入 KV 缓存。
| 量化 | 显存 | 显存 | 速度（估算） | 适配 |
|---|---|---|---|---|
| Q2_K 2.63 bpw | 8 GB | ~78 tok/s | 可运行 | |
| Q3_K_M 3.41 bpw | 10.2 GB | ~64 tok/s | 可运行 | |
| Q4_K_M 4.83 bpw | 14.1 GB | ~48 tok/s | 可运行 | |
| Q5_K_M 5.67 bpw | 16.4 GB | ~42 tok/s | 可运行 | |
| Q6_K 6.56 bpw | 18.8 GB | ~37 tok/s | 可运行 | |
| Q8_0 8.50 bpw | 24.2 GB | ~4 tok/s | 需卸载 | |
| F16 16.00 bpw | 44.8 GB | ~2 tok/s | 需卸载 |
黑色标记 = NVIDIA RTX 4090 (24 GB) 上的可用显存。 估算来自内存带宽屋顶线模型，详见 方法说明页. EuroLLM 22B 显存计算器 →
运行 EuroLLM 22B
目录中能运行 EuroLLM 22B 的最便宜 GPU 是 AMD Radeon RX 9060 XT 16GB (16 GB).
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如何运行 EuroLLM 22B
安装 Ollama，然后运行：
ollama run eurollm规格
Corroborated — Two or more independent sources agree on these figures, but the model card itself was not retrieved. Treat the numbers as good rather than confirmed. 尚未确认： context.
- 参数量
- 22 Billion
- 上下文窗口
- 4,096
- 架构
- Dense
- 提供商
- Unbabel / Instituto Superior Técnico / INESC-ID
- 许可证
- Apache 2.0
- 规格量化
- Q4_K_M
- 系统内存
- 32 GB
- 记录更新于
- 2026-09-19
Commercial use permitted. No usage restrictions beyond attribution.
质量与使用场景
评分由模型作者或独立评测方发布——衡量质量而非吞吐量，并非我们实测。
EuroLLM 的其他尺寸
EuroLLM 22B — 常见问题
How much VRAM does EuroLLM 22B need?
About 14 GB at Q4_K_M — quantized weights plus framework overhead, before any KV cache. The cache grows with context length and is added on top; the table above folds it in. Apple Silicon counts unified memory toward the same figure.
Does EuroLLM 22B run on an RTX 4090 (24 GB)?
Yes. EuroLLM 22B needs about 14 GB at Q4_K_M, inside a 24 GB card, at an estimated 48 tokens/sec.
How do I run EuroLLM 22B locally?
Install Ollama and run `ollama run eurollm`. That pulls the weights and starts a local OpenAI-compatible endpoint; after the download nothing leaves the machine.
What other sizes does EuroLLM come in?
EuroLLM 9B (6 GB), EuroLLM 22B (14 GB). Every size shares the family's training and licence; the larger ones score higher and need proportionally more memory.