Key Specifications
| Vendor | deepseek |
|---|
| Version | coder-33b |
|---|
| Release Date | 2024-01-25 |
|---|
| Context Window | 16384 tokens |
|---|
| Input Modalities | text |
|---|
| Output Modalities | text |
|---|
| License | DeepSeek License |
|---|
| Documentation | https://api-docs.deepseek.com/ |
|---|
Benchmark Performance
| Benchmark | Score | Unit | Evaluated At | Notes | Source |
|---|
| MMLU | 65.9 | % | 2024-01-25 | 5-shot | view |
| HUMANEVAL | 71.8 | pass@1 | 2024-01-25 | — | view |
| GSM8K | 69.7 | % | 2024-01-25 | 0-shot CoT | view |
| MATH | 32.1 | % | 2024-01-25 | 0-shot CoT | view |
| BBH | 61.6 | % | 2024-01-25 | 3-shot CoT | view |
| GPQA | 26.8 | % | 2024-01-25 | 0-shot | view |
| IFEVAL | 58.8 | % | 2024-01-25 | prompt_strict | view |
| ARC | 92.2 | % | 2024-01-25 | challenge | view |
| MUSR | 45.8 | % | 2024-01-25 | 0-shot | view |
| WINOGRANDE | 79.8 | % | 2024-01-25 | 0-shot | view |
Compliance
- Data Residency: CN
- SOC2: ✗
- HIPAA: ✗
- GDPR: ✗
- ISO 27001: ✗
DeepSeek Coder 33B
Visão geral do modelo
DeepSeek Coder 33B 代码专用开源模型, 16K 上下文, 33B 参数, 性能接近 GPT-3.5, 开源代码模型旗舰。
Especificações principais
| Fornecedor | Versão | Data de lançamento | Janela de contexto | Modalidades de entrada | Modalidades de saída | Licença |
|---|
| Deepseek | coder-33b | 2024-01-25 | 16K | text | text | DeepSeek License |
Desempenho em benchmarks
| Benchmark | Pontuação | Unidade | Notas |
|---|
| MMLU (Massive Multitask Language Understanding) | 65.9 | % | 5-shot |
| HumanEval | 71.8 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 69.7 | % | 0-shot CoT |
| MATH | 32.1 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 61.6 | % | 3-shot CoT |
| GPQA | 26.8 | % | 0-shot |
| IFEval | 58.8 | % | prompt_strict |
| ARC | 92.2 | % | challenge |
| MUSR | 45.8 | % | 0-shot |
| WinoGrande | 79.8 | % | 0-shot |
Preços
| Entrada | Saída | Leitura de cache | Escrita de cache |
|---|
| — | — | — | — |
por milhão de tokens
Pontos fortes
Pontos fracos
- 闭源专有模型，不支持自托管。
- 上下文窗口 16K 偏小。
Casos de uso
Referências