Key Specifications
| Vendor | cohere |
|---|
| Version | r |
|---|
| Release Date | 2024-03-11 |
|---|
| Context Window | 128000 tokens |
|---|
| Input Modalities | text |
|---|
| Output Modalities | text |
|---|
| License | CC-BY-NC-4.0 |
|---|
| Documentation | https://docs.cohere.com/docs |
|---|
Benchmark Performance
| Benchmark | Score | Unit | Evaluated At | Notes | Source |
|---|
| MMLU | 79.3 | % | 2024-03-11 | 5-shot | view |
| HUMANEVAL | 75.8 | pass@1 | 2024-03-11 | — | view |
| GSM8K | 86.9 | % | 2024-03-11 | 0-shot CoT | view |
| MATH | 43.9 | % | 2024-03-11 | 0-shot CoT | view |
| BBH | 78.4 | % | 2024-03-11 | 3-shot CoT | view |
| GPQA | 44 | % | 2024-03-11 | 0-shot | view |
| IFEVAL | 74.1 | % | 2024-03-11 | prompt_strict | view |
| ARC | 93.9 | % | 2024-03-11 | challenge | view |
| MUSR | 57 | % | 2024-03-11 | 0-shot | view |
| WINOGRANDE | 84.8 | % | 2024-03-11 | 0-shot | view |
Pricing
| Tier | Price | Currency |
|---|
| Input | $0.15 / Mtok | USD |
| Output | $0.6 / Mtok | USD |
| Cache Read | $0 / Mtok | USD |
| Cache Write | $0 / Mtok | USD |
Source:
https://cohere.com/pricing
· as of 2024-03-11
Compliance
- Data Residency: US
- SOC2: ✓
- HIPAA: ✗
- GDPR: ✓
- ISO 27001: ✓
Command R
모델 개요
Cohere Command R 经济型 35B 模型, 128K 上下文, 针对 RAG 与工具调用优化, 适合大规模部署。
핵심 사양
| 공급업체 | 버전 | 출시일 | 컨텍스트 창 | 입력 모달리티 | 출력 모달리티 | 라이선스 |
|---|
| Cohere | r | 2024-03-11 | 128K | text | text | CC-BY-NC-4.0 |
벤치마크 성능
| 벤치마크 | 점수 | 단위 | 비고 |
|---|
| MMLU (Massive Multitask Language Understanding) | 79.3 | % | 5-shot |
| HumanEval | 75.8 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 86.9 | % | 0-shot CoT |
| MATH | 43.9 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 78.4 | % | 3-shot CoT |
| GPQA | 44.0 | % | 0-shot |
| IFEval | 74.1 | % | prompt_strict |
| ARC | 93.9 | % | challenge |
| MUSR | 57.0 | % | 0-shot |
| WinoGrande | 84.8 | % | 0-shot |
가격
백만 토큰당
강점
- GSM8K 86.9, robust math reasoning.
- 企业级合规认证。
약점
사용 사례
참고문헌