Key Specifications
| Vendor | alibaba |
|---|
| Version | 2.5-3b |
|---|
| Release Date | 2024-09-19 |
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| Context Window | 32768 tokens |
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| Input Modalities | text |
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| Output Modalities | text |
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| License | Qwen License |
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| Documentation | https://qwenlm.github.io/ |
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Benchmark Performance
| Benchmark | Score | Unit | Evaluated At | Notes | Source |
|---|
| MMLU | 56.8 | % | 2024-09-19 | 5-shot | view |
| HUMANEVAL | 49 | pass@1 | 2024-09-19 | — | view |
| GSM8K | 31.3 | % | 2024-09-19 | 0-shot CoT | view |
| MATH | 17 | % | 2024-09-19 | 0-shot CoT | view |
| BBH | 48.8 | % | 2024-09-19 | 3-shot CoT | view |
| GPQA | 18 | % | 2024-09-19 | 0-shot | view |
| IFEVAL | 56 | % | 2024-09-19 | prompt_strict | view |
| ARC | 76.5 | % | 2024-09-19 | challenge | view |
| MUSR | 23.3 | % | 2024-09-19 | 0-shot | view |
| WINOGRANDE | 61.4 | % | 2024-09-19 | 0-shot | view |
Compliance
- Data Residency: CN
- SOC2: ✗
- HIPAA: ✗
- GDPR: ✗
- ISO 27001: ✗
Qwen2.5 3B
Aperçu du modèle
阿里巴巴 Qwen2.5 3B 轻量开源模型, 32K 上下文, 3B 参数, 适合移动设备与边缘部署。
Spécifications principales
| Fournisseur | Version | Date de sortie | Fenêtre de contexte | Modalités d’entrée | Modalités de sortie | Licence |
|---|
| Alibaba | 2.5-3b | 2024-09-19 | 32K | text | text | Qwen License |
| Benchmark | Score | Unité | Notes |
|---|
| MMLU (Massive Multitask Language Understanding) | 56.8 | % | 5-shot |
| HumanEval | 49.0 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 31.3 | % | 0-shot CoT |
| MATH | 17.0 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 48.8 | % | 3-shot CoT |
| GPQA | 18.0 | % | 0-shot |
| IFEval | 56.0 | % | prompt_strict |
| ARC | 76.5 | % | challenge |
| MUSR | 23.3 | % | 0-shot |
| WinoGrande | 61.4 | % | 0-shot |
Tarification
| Entrée | Sortie | Lecture cache | Écriture cache |
|---|
| — | — | — | — |
par million de jetons
Forces
Faiblesses
- MMLU 仅 56.8，知识推理偏弱。
- HumanEval 49.0，代码能力较弱。
- 闭源专有模型，不支持自托管。
Cas d’usage
Références