Key Specifications
| Vendor | other |
|---|
| Version | nous-hermes-2-solar-10-7b |
|---|
| Release Date | 2024-02-19 |
|---|
| Context Window | 4096 tokens |
|---|
| Input Modalities | text |
|---|
| Output Modalities | text |
|---|
| License | Apache 2.0 |
|---|
| Documentation | https://huggingface.co/models |
|---|
Benchmark Performance
| Benchmark | Score | Unit | Evaluated At | Notes | Source |
|---|
| MMLU | 63.4 | % | 2024-02-19 | 5-shot | view |
| HUMANEVAL | 59.2 | pass@1 | 2024-02-19 | — | view |
| GSM8K | 59.6 | % | 2024-02-19 | 0-shot CoT | view |
| MATH | 37.7 | % | 2024-02-19 | 0-shot CoT | view |
| BBH | 71.8 | % | 2024-02-19 | 3-shot CoT | view |
| GPQA | 35.9 | % | 2024-02-19 | 0-shot | view |
| IFEVAL | 55.6 | % | 2024-02-19 | prompt_strict | view |
| ARC | 85.9 | % | 2024-02-19 | challenge | view |
| MUSR | 39.6 | % | 2024-02-19 | 0-shot | view |
| WINOGRANDE | 74.4 | % | 2024-02-19 | 0-shot | view |
Pricing
| Tier | Price | Currency |
|---|
| Input | $0.2 / Mtok | USD |
| Output | $0.2 / Mtok | USD |
| Cache Read | $0 / Mtok | USD |
| Cache Write | $0 / Mtok | USD |
Source:
https://huggingface.co/models
· as of 2024-02-19
Compliance
- Data Residency: self-host
- SOC2: ✗
- HIPAA: ✗
- GDPR: ✗
- ISO 27001: ✗
Nous Hermes 2 Solar 10.7B
모델 개요
NousResearch Hermes 2 Solar 10.7B 微调模型, 4K 上下文, 基于 Solar 10.7B, 性能接近 Llama 2 70B。
핵심 사양
| 공급업체 | 버전 | 출시일 | 컨텍스트 창 | 입력 모달리티 | 출력 모달리티 | 라이선스 |
|---|
| Other | nous-hermes-2-solar-10-7b | 2024-02-19 | 4K | text | text | Apache 2.0 |
벤치마크 성능
| 벤치마크 | 점수 | 단위 | 비고 |
|---|
| MMLU (Massive Multitask Language Understanding) | 63.4 | % | 5-shot |
| HumanEval | 59.2 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 59.6 | % | 0-shot CoT |
| MATH | 37.7 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 71.8 | % | 3-shot CoT |
| GPQA | 35.9 | % | 0-shot |
| IFEval | 55.6 | % | prompt_strict |
| ARC | 85.9 | % | challenge |
| MUSR | 39.6 | % | 0-shot |
| WinoGrande | 74.4 | % | 0-shot |
가격
백만 토큰당
강점
약점
- 闭源专有模型，不支持自托管。
- 上下文窗口 4K 偏小。
사용 사례
참고문헌