Key Specifications
| Vendor | mistral |
|---|
| Version | 8x7b |
|---|
| Release Date | 2023-12-11 |
|---|
| Context Window | 32000 tokens |
|---|
| Input Modalities | text |
|---|
| Output Modalities | text |
|---|
| License | Apache 2.0 |
|---|
| Documentation | https://docs.mistral.ai/ |
|---|
Benchmark Performance
| Benchmark | Score | Unit | Evaluated At | Notes | Source |
|---|
| MMLU | 77.2 | % | 2023-12-11 | 5-shot | view |
| HUMANEVAL | 79 | pass@1 | 2023-12-11 | — | view |
| GSM8K | 79.7 | % | 2023-12-11 | 0-shot CoT | view |
| MATH | 38 | % | 2023-12-11 | 0-shot CoT | view |
| BBH | 78.4 | % | 2023-12-11 | 3-shot CoT | view |
| GPQA | 43 | % | 2023-12-11 | 0-shot | view |
| IFEVAL | 72.1 | % | 2023-12-11 | prompt_strict | view |
| ARC | 91.6 | % | 2023-12-11 | challenge | view |
| MUSR | 53.5 | % | 2023-12-11 | 0-shot | view |
| WINOGRANDE | 82 | % | 2023-12-11 | 0-shot | view |
Pricing
| Tier | Price | Currency |
|---|
| Input | $0.7 / Mtok | USD |
| Output | $0.7 / Mtok | USD |
| Cache Read | $0 / Mtok | USD |
| Cache Write | $0 / Mtok | USD |
Source:
https://mistral.ai/technology/
· as of 2023-12-11
Compliance
- Data Residency: EU
- SOC2: ✓
- HIPAA: ✗
- GDPR: ✓
- ISO 27001: ✓
Mixtral 8x7B
모델 개요
Mistral Mixtral 8x7B 首个开源 MoE 模型, 总参 47B/活跃 13B, 32K 上下文, 性能接近 GPT-3.5。
핵심 사양
| 공급업체 | 버전 | 출시일 | 컨텍스트 창 | 입력 모달리티 | 출력 모달리티 | 라이선스 |
|---|
| Mistral | 8x7b | 2023-12-11 | 32K | text | text | Apache 2.0 |
벤치마크 성능
| 벤치마크 | 점수 | 단위 | 비고 |
|---|
| MMLU (Massive Multitask Language Understanding) | 77.2 | % | 5-shot |
| HumanEval | 79.0 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 79.7 | % | 0-shot CoT |
| MATH | 38.0 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 78.4 | % | 3-shot CoT |
| GPQA | 43.0 | % | 0-shot |
| IFEval | 72.1 | % | prompt_strict |
| ARC | 91.6 | % | challenge |
| MUSR | 53.5 | % | 0-shot |
| WinoGrande | 82.0 | % | 0-shot |
가격
백만 토큰당
강점
약점
사용 사례
참고문헌