Key Specifications
| Vendor | mistral |
|---|
| Version | large |
|---|
| Release Date | 2024-02-26 |
|---|
| 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 | 82 | % | 2024-02-26 | 5-shot | view |
| HUMANEVAL | 73.4 | pass@1 | 2024-02-26 | — | view |
| GSM8K | 80.9 | % | 2024-02-26 | 0-shot CoT | view |
| MATH | 49.3 | % | 2024-02-26 | 0-shot CoT | view |
| BBH | 76.7 | % | 2024-02-26 | 3-shot CoT | view |
| GPQA | 38.1 | % | 2024-02-26 | 0-shot | view |
| IFEVAL | 75.8 | % | 2024-02-26 | prompt_strict | view |
| ARC | 93.3 | % | 2024-02-26 | challenge | view |
| MUSR | 52.1 | % | 2024-02-26 | 0-shot | view |
| WINOGRANDE | 83.3 | % | 2024-02-26 | 0-shot | view |
Pricing
| Tier | Price | Currency |
|---|
| Input | $4 / Mtok | USD |
| Output | $12 / Mtok | USD |
| Cache Read | $0 / Mtok | USD |
| Cache Write | $0 / Mtok | USD |
Source:
https://mistral.ai/technology/
· as of 2024-02-26
Compliance
- Data Residency: EU
- SOC2: ✓
- HIPAA: ✗
- GDPR: ✓
- ISO 27001: ✓
Mistral Large
Model Genel Bakışı
Mistral AI Large 首代旗舰, 32K 上下文, 多语言与推理能力突出, 原生支持函数调用与 JSON 输出。
Temel Özellikler
| Satıcı | Sürüm | Yayın Tarihi | Bağlam Penceresi | Giriş Modları | Çıkış Modları | Lisans |
|---|
| Mistral | large | 2024-02-26 | 32K | text | text | Apache 2.0 |
| Benchmark | Puan | Birim | Notlar |
|---|
| MMLU (Massive Multitask Language Understanding) | 82.0 | % | 5-shot |
| HumanEval | 73.4 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 80.9 | % | 0-shot CoT |
| MATH | 49.3 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 76.7 | % | 3-shot CoT |
| GPQA | 38.1 | % | 0-shot |
| IFEval | 75.8 | % | prompt_strict |
| ARC | 93.3 | % | challenge |
| MUSR | 52.1 | % | 0-shot |
| WinoGrande | 83.3 | % | 0-shot |
Fiyatlandırma
| Giriş | Çıkış | Önbellek Okuma | Önbellek Yazma |
|---|
| — | — | — | — |
milyon token başına
Güçlü Yönler
- MMLU score 82.0, strong knowledge reasoning.
Zayıf Yönler
Kullanım Senaryoları
Referanslar