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AstaBrief 8B

AstaBrief 8B is an open-weights model that turns a research question and retrieved literature excerpts into a cited report. It is available in Asta’s Generate a report feature as Fast mode, and Ai2 is releasing the model weights and training data.

What it does

Scientists can use it to produce cited reports in response to research questions.

Availability
Recently released
Pricing model
Not established
Deployment
Can be downloaded to run on own infrastructure
Privacy
Local infrastructure is intended for research questions that reveal sensitive or unpublished work
Licence
Open weights
Capability
text generationretrieval
Modality
text
Access
open weights
Deployment
on-premises
Pricing
unknown
Target user
researcherdeveloper

Evidence

8 claims
  • AstaBrief 8B turns a research question and retrieved literature excerpts into a cited report. [1] [3]
    We built AstaBrief 8B , a model that turns a research question and retrieved literature excerpts into a cited report.
    Ai2. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • AstaBrief is available in Asta’s Generate a report feature as Fast mode. [1] [3]
    AstaBrief is available in Asta’s Generate a report feature today as Fast mode alongside Claude-powered Thinking mode, and we’re also open-sourcing it and the training data so others can study, reproduce, and build on our approach.
    Ai2. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • Ai2 is open-sourcing AstaBrief’s model weights and training data. [1] [3]
    AstaBrief is available in Asta’s Generate a report feature today as Fast mode alongside Claude-powered Thinking mode, and we’re also open-sourcing it and the training data so others can study, reproduce, and build on our approach.
    Ai2. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • Across the full Asta pipeline, Fast mode averages 51.1 seconds per report compared with 178.5 seconds for Thinking mode. [1] [3]
    The result is nearly an order-of-magnitude reduction in report generation time compared to the proprietary models we tracked—across the full Asta pipeline, Fast mode averages 51.1 seconds per report compared with 178.5 seconds for Thinking mode, about 3.5× faster.
    Ai2. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • AstaBrief generates cited reports from research questions and retrieved literature. [1] [2] [3]
    The recently released AstaBrief is an open-weights model that generates cited reports from research questions and retrieved literature.
    Ai2. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • AstaBrief was recently released.
  • AstaBrief can be downloaded to run on a user's own infrastructure. [1] [2] [3]
    Scientists can use it in Asta’s Fast mode or download the model to run on their own infrastructure.
    Ai2. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • AstaBrief can be used in Asta’s Fast mode. [1] [2] [3]
    Scientists can use it in Asta’s Fast mode or download the model to run on their own infrastructure.
    Ai2. Quoted text is outside CC BY 4.0 and keeps its original rights.

Sources

3
1
Ai2Owner-controlled
https://allenai.org/blog/astabrief Retrieved 2026-10-28 00:27 UTC
Verified
2
Ai2Owner-controlled
https://allenai.org/blog/colm-2026-recap Retrieved 2026-10-28 00:27 UTC
Verified
3
Hugging FaceOther
https://huggingface.co/blog/allenai/astabrief Retrieved 2026-10-28 00:27 UTC
Verified

Versions

3
VersionEffectiveChangeChanged fieldsState
32026-10-14 09:39 UTCevidence updatescoreCurrent
22026-10-13 10:30 UTCmaterial changecapability, access, availability, deploymentCurrent
12026-10-02 20:44 UTCpublicationNoneCurrent

In briefs

2

Open in the catalog

Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.