High Throughput Inference Recommendation: Mixtral 8x7B
High Throughput Inference → Mixtral 8x7B
Ikhtisar Kasus Penggunaan
Mixtral 8x7B by Mistral is a recommended option for the High Throughput Inference use case.
Model Rekomendasi
| Peringkat | Vendor | Jendela Konteks | Score |
|---|
| #8 | Mistral | 32K | 35/100 |
Analisis Kinerja
Kinerja Benchmark
| Benchmark | Skor |
|---|
| MMLU | 77.2 |
| HUMANEVAL | 79.0 |
| GSM8K | 79.7 |
| MATH | 38.0 |
| BBH | 78.4 |
| GPQA | 43.0 |
Kelebihan
Persyaratan
- 需要 mistral 的 API 密钥
- 输入长度须在 32K 上下文窗口内