Benchmark Performance
| Benchmark | Score | Unit | Evaluated At | Notes | Source |
|---|
| MMLU | 64.2 | % | 2023-06-13 | 5-shot | view |
| HUMANEVAL | 36.8 | pass@1 | 2023-06-13 | — | view |
| GSM8K | 52.8 | % | 2023-06-13 | 0-shot CoT | view |
| MATH | 30.4 | % | 2023-06-13 | 0-shot CoT | view |
| BBH | 50.2 | % | 2023-06-13 | 3-shot CoT | view |
| GPQA | 21.6 | % | 2023-06-13 | 0-shot | view |
| IFEVAL | 48.5 | % | 2023-06-13 | prompt_strict | view |
| ARC | 83.1 | % | 2023-06-13 | challenge | view |
| MUSR | 29.1 | % | 2023-06-13 | 0-shot | view |
| WINOGRANDE | 74 | % | 2023-06-13 | 0-shot | view |
Pricing
| Tier | Price | Currency |
|---|
| Input | $3 / Mtok | USD |
| Output | $4 / Mtok | USD |
| Cache Read | $0 / Mtok | USD |
| Cache Write | $0 / Mtok | USD |
Source:
https://openai.com/api/pricing/
· as of 2023-06-13
Compliance
- Data Residency: US
- SOC2: ✓
- HIPAA: ✓
- GDPR: ✓
- ISO 27001: ✓
GPT-3.5 Turbo 16K
Descripción del modelo
OpenAI GPT-3.5 Turbo 16K 长上下文版本, 支持 16385 token, 适合中等长度文档处理。
Especificaciones principales
| Proveedor | Versión | Fecha de lanzamiento | Ventana de contexto | Modalidades de entrada | Modalidades de salida | Licencia |
|---|
| Openai | 3.5-turbo-16k | 2023-06-13 | 16K | text | text | Proprietary |
Rendimiento en benchmarks
| Benchmark | Puntuación | Unidad | Notas |
|---|
| MMLU (Massive Multitask Language Understanding) | 64.2 | % | 5-shot |
| HumanEval | 36.8 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 52.8 | % | 0-shot CoT |
| MATH | 30.4 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 50.2 | % | 3-shot CoT |
| GPQA | 21.6 | % | 0-shot |
| IFEval | 48.5 | % | prompt_strict |
| ARC | 83.1 | % | challenge |
| MUSR | 29.1 | % | 0-shot |
| WinoGrande | 74.0 | % | 0-shot |
Precios
| Entrada | Salida | Lectura caché | Escritura caché |
|---|
| — | — | — | — |
por millón de tokens
Fortalezas
Debilidades
- HumanEval 36.8，代码能力较弱。
- 闭源专有模型，不支持自托管。
- 上下文窗口 16K 偏小。
Casos de uso
Referencias