LLM
DBRX
DBRX is an open general-purpose mixture-of-experts LLM from Databricks (Base and Instruct), 36B active of 132B parameters.
Levelmodel
ClassLLM
Parameters132B
Context32,000
Released27 Mar 2024
Opennessopen weights restricted
Runs onnot in the notes
Statusnot in the notes
Benchmark Results
vendor-reported
ARC-cknowledge and reasoning
DBRX Instruct; 25-shotvendor-reported
68.9
050100
Score in %. Higher is better.
GSM8Kmath
DBRX Instruct; 5-shot, newer harness commit (Table 2)vendor-reported
72.8
050100
Score in %. Higher is better.
DBRX Instruct; 5-shot maj@13 (Table 1)vendor-reported
66.9
050100
Score in %. Higher is better.
HellaSwagknowledge and reasoning
DBRX Instruct; 10-shotvendor-reported
89
050100
Score in %. Higher is better.
HumanEvalcoding
DBRX Instruct; 0-shot pass@1vendor-reported
70.1
050100
Score in %. Higher is better.
MMLUknowledge and reasoning
DBRX Instruct; 5-shotvendor-reported
73.7
050100
Score in %. Higher is better.
Where this comes from
Every score names who ran it: vendor-reported, maintainer-run or independent. A rank is shown with the population it was ranked in (gap rule 3).
Identity
- Developer
- Databricks
- Family
- not in the notes
- Released
- 27 Mar 2024 sourcesannouncement page
- Weights published
- –
- Record checked
- 11 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.
Architecture and Size
- Architecture
- MoE Decoder-only fine-grained MoE: 16 experts, 4 active; RoPE, GLU, GQA; trained on 12T tokens of text and code
- Total parameters
- 132B sources
- Active parameters
- 36B
- Checkpoint parameters
- –
- Context length
- 32,000 tokens
- Input
- text
- Output
- text
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).
Openness and Access
- Openness
- open weights restricted
- Licence
- Databricks Open Model License sources
- Access routes
- API, cloud marketplace, open weights download
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- not in the notes
- Footprint
- not in the notes
- Runtimes
- not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.
Indonesia
- Indonesian support
- not stated
- Regional languages
- not in the notes
- Jakarta hosting
- unknown
- Languages
- not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.
Lineage
The notes record no lineage for this model.
Industry Use Cases
No industry use case links this model.
Links
DeveloperDatabrickscompany, USA
Databrickscompany, USAModelDBRXDatabricks, LLM
DBRXDatabricks, LLMUse Casesnone recorded
Who Runs Itnone recorded
Organisations 1
Sources
- databricks.com/blog/introducing-dbrx-new-state-art-open-llm https://www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm
- databricks.com/legal/open-model-license https://www.databricks.com/legal/open-model-license
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "DBRX", https://aurion.semai.id/models/databricks-dbrx/, records of October 2026.