Key Specifications
| Vendor | other |
|---|
| Version | dbrx-base |
|---|
| Release Date | 2024-03-27 |
|---|
| Context Window | 32768 tokens |
|---|
| Input Modalities | text |
|---|
| Output Modalities | text |
|---|
| License | DBRX Open Model License |
|---|
| Documentation | https://huggingface.co/models |
|---|
Benchmark Performance
| Benchmark | Score | Unit | Evaluated At | Notes | Source |
|---|
| MMLU | 79.9 | % | 2024-03-27 | 5-shot | view |
| HUMANEVAL | 72.1 | pass@1 | 2024-03-27 | — | view |
| GSM8K | 75.4 | % | 2024-03-27 | 0-shot CoT | view |
| MATH | 36 | % | 2024-03-27 | 0-shot CoT | view |
| BBH | 72.3 | % | 2024-03-27 | 3-shot CoT | view |
| GPQA | 39.3 | % | 2024-03-27 | 0-shot | view |
| IFEVAL | 79.3 | % | 2024-03-27 | prompt_strict | view |
| ARC | 93.3 | % | 2024-03-27 | challenge | view |
| MUSR | 53.8 | % | 2024-03-27 | 0-shot | view |
| WINOGRANDE | 79.8 | % | 2024-03-27 | 0-shot | view |
Pricing
| Tier | Price | Currency |
|---|
| Input | $0.75 / Mtok | USD |
| Output | $0.75 / Mtok | USD |
| Cache Read | $0 / Mtok | USD |
| Cache Write | $0 / Mtok | USD |
Source:
https://huggingface.co/models
· as of 2024-03-27
Compliance
- Data Residency: self-host
- SOC2: ✗
- HIPAA: ✗
- GDPR: ✗
- ISO 27001: ✗
DBRX Base
Aperçu du modèle
Databricks DBRX Base 基础 MoE 模型, 32K 上下文, 总参 132B/活跃 36B, 适合企业定制微调。
Spécifications principales
| Fournisseur | Version | Date de sortie | Fenêtre de contexte | Modalités d’entrée | Modalités de sortie | Licence |
|---|
| Other | dbrx-base | 2024-03-27 | 32K | text | text | DBRX Open Model License |
| Benchmark | Score | Unité | Notes |
|---|
| MMLU (Massive Multitask Language Understanding) | 79.9 | % | 5-shot |
| HumanEval | 72.1 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 75.4 | % | 0-shot CoT |
| MATH | 36.0 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 72.3 | % | 3-shot CoT |
| GPQA | 39.3 | % | 0-shot |
| IFEval | 79.3 | % | prompt_strict |
| ARC | 93.3 | % | challenge |
| MUSR | 53.8 | % | 0-shot |
| WinoGrande | 79.8 | % | 0-shot |
Tarification
| Entrée | Sortie | Lecture cache | Écriture cache |
|---|
| — | — | — | — |
par million de jetons
Forces
Faiblesses
Cas d’usage
Références