Key Specifications
| Vendor | alibaba |
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| Version | 2-57b |
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| Release Date | 2024-06-07 |
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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 | 77.7 | % | 2024-06-07 | 5-shot | view |
| HUMANEVAL | 67.6 | pass@1 | 2024-06-07 | — | view |
| GSM8K | 83.3 | % | 2024-06-07 | 0-shot CoT | view |
| MATH | 54.8 | % | 2024-06-07 | 0-shot CoT | view |
| BBH | 72.4 | % | 2024-06-07 | 3-shot CoT | view |
| GPQA | 39.4 | % | 2024-06-07 | 0-shot | view |
| IFEVAL | 71.2 | % | 2024-06-07 | prompt_strict | view |
| ARC | 94.6 | % | 2024-06-07 | challenge | view |
| MUSR | 50.5 | % | 2024-06-07 | 0-shot | view |
| WINOGRANDE | 78.1 | % | 2024-06-07 | 0-shot | view |
Compliance
- Data Residency: CN
- SOC2: ✗
- HIPAA: ✗
- GDPR: ✗
- ISO 27001: ✗
Qwen2 57B
Descripción del modelo
阿里巴巴 Qwen2 57B MoE 开源模型, 131K 上下文, 总参 57B/活跃 14B, 性能与效率平衡。
Especificaciones principales
| Proveedor | Versión | Fecha de lanzamiento | Ventana de contexto | Modalidades de entrada | Modalidades de salida | Licencia |
|---|
| Alibaba | 2-57b | 2024-06-07 | 131K | text | text | Qwen License |
Rendimiento en benchmarks
| Benchmark | Puntuación | Unidad | Notas |
|---|
| MMLU (Massive Multitask Language Understanding) | 77.7 | % | 5-shot |
| HumanEval | 67.6 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 83.3 | % | 0-shot CoT |
| MATH | 54.8 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 72.4 | % | 3-shot CoT |
| GPQA | 39.4 | % | 0-shot |
| IFEval | 71.2 | % | prompt_strict |
| ARC | 94.6 | % | challenge |
| MUSR | 50.5 | % | 0-shot |
| WinoGrande | 78.1 | % | 0-shot |
Precios
| Entrada | Salida | Lectura caché | Escritura caché |
|---|
| — | — | — | — |
por millón de tokens
Fortalezas
Debilidades
Casos de uso
Referencias