Key Specifications
| Vendor | cohere |
|---|
| Version | r7b |
|---|
| Release Date | 2024-08-13 |
|---|
| 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 | 64.9 | % | 2024-08-13 | 5-shot | view |
| HUMANEVAL | 50.1 | pass@1 | 2024-08-13 | — | view |
| GSM8K | 69.7 | % | 2024-08-13 | 0-shot CoT | view |
| MATH | 40.6 | % | 2024-08-13 | 0-shot CoT | view |
| BBH | 66.1 | % | 2024-08-13 | 3-shot CoT | view |
| GPQA | 30.9 | % | 2024-08-13 | 0-shot | view |
| IFEVAL | 67.2 | % | 2024-08-13 | prompt_strict | view |
| ARC | 90.7 | % | 2024-08-13 | challenge | view |
| MUSR | 47 | % | 2024-08-13 | 0-shot | view |
| WINOGRANDE | 74.1 | % | 2024-08-13 | 0-shot | view |
Pricing
| Tier | Price | Currency |
|---|
| Input | $0.0375 / Mtok | USD |
| Output | $0.0375 / Mtok | USD |
| Cache Read | $0 / Mtok | USD |
| Cache Write | $0 / Mtok | USD |
Source:
https://cohere.com/pricing
· as of 2024-08-13
Compliance
- Data Residency: US
- SOC2: ✓
- HIPAA: ✗
- GDPR: ✓
- ISO 27001: ✓
Command R7B
Modellübersicht
Cohere Command R7B 轻量开源模型, 128K 上下文, 7B 参数, 为 RAG 与工具调用优化, 适合边缘部署。
Kernspezifikationen
| Anbieter | Version | Veröffentlichungsdatum | Kontextfenster | Eingabemodalitäten | Ausgabemodalitäten | Lizenz |
|---|
| Cohere | r7b | 2024-08-13 | 128K | text | text | CC-BY-NC-4.0 |
Benchmark-Leistung
| Benchmark | Ergebnis | Einheit | Notizen |
|---|
| MMLU (Massive Multitask Language Understanding) | 64.9 | % | 5-shot |
| HumanEval | 50.1 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 69.7 | % | 0-shot CoT |
| MATH | 40.6 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 66.1 | % | 3-shot CoT |
| GPQA | 30.9 | % | 0-shot |
| IFEval | 67.2 | % | prompt_strict |
| ARC | 90.7 | % | challenge |
| MUSR | 47.0 | % | 0-shot |
| WinoGrande | 74.1 | % | 0-shot |
Preise
| Eingabe | Ausgabe | Cache-Lesen | Cache-Schreiben |
|---|
| — | — | — | — |
pro Million Token
Stärken
Schwächen
Anwendungsfälle
Referenzen