Key Specifications
| Vendor | alibaba |
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| Version | 2.5-7b |
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| Release Date | 2024-09-19 |
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| Context Window | 131072 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 | 73.6 | % | 2024-09-19 | 5-shot | view |
| HUMANEVAL | 66.5 | pass@1 | 2024-09-19 | — | view |
| GSM8K | 63.7 | % | 2024-09-19 | 0-shot CoT | view |
| MATH | 41.9 | % | 2024-09-19 | 0-shot CoT | view |
| BBH | 61.9 | % | 2024-09-19 | 3-shot CoT | view |
| GPQA | 28.5 | % | 2024-09-19 | 0-shot | view |
| IFEVAL | 55.4 | % | 2024-09-19 | prompt_strict | view |
| ARC | 88.4 | % | 2024-09-19 | challenge | view |
| MUSR | 46.9 | % | 2024-09-19 | 0-shot | view |
| WINOGRANDE | 71.4 | % | 2024-09-19 | 0-shot | view |
Compliance
- Data Residency: CN
- SOC2: ✗
- HIPAA: ✗
- GDPR: ✗
- ISO 27001: ✗
Qwen2.5 7B
Modellöversikt
阿里巴巴 Qwen2.5 7B 经济型开源模型, 131K 上下文, 7B 参数, 性能超越 Llama 3 8B, 适合本地部署。
Kärnspecifikationer
| Leverantör | Version | Releasedatum | Kontextfönster | Inmatningsmodaliteter | Utmatningsmodaliteter | Licens |
|---|
| Alibaba | 2.5-7b | 2024-09-19 | 131K | text | text | Qwen License |
Benchmarkprestanda
| Benchmark | Poäng | Enhet | Anteckningar |
|---|
| MMLU (Massive Multitask Language Understanding) | 73.6 | % | 5-shot |
| HumanEval | 66.5 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 63.7 | % | 0-shot CoT |
| MATH | 41.9 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 61.9 | % | 3-shot CoT |
| GPQA | 28.5 | % | 0-shot |
| IFEval | 55.4 | % | prompt_strict |
| ARC | 88.4 | % | challenge |
| MUSR | 46.9 | % | 0-shot |
| WinoGrande | 71.4 | % | 0-shot |
Priser
| Inmatning | Utmatning | Cacheläsning | Cacheskrivning |
|---|
| — | — | — | — |
per miljon tokens
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