# atria-asi/Atria-Dawn-Preview

> An agentic LLM from Shanghai AI Laboratory built on the 744B MoE GLM-5.2 foundation model, targeting multi-step tool-use tasks with verifiable results. Suited for research, engineering, office work, and security analysis.

- Magnitude: 0.6 out of 10 — Steady
- Stars: 563 total · +0 stars on 2026-09-29 (UTC), ≈ 1 by evening
- Star trust: star growth looks organic
- Category: Language models · License: MIT · Created: 2026-09-12 · Last push: 2026-09-18
- GitHub: https://github.com/atria-asi/Atria-Dawn-Preview · Homepage: https://atria-asi.ai/ · Page: https://gitnova.dev/en/r/atria-asi/Atria-Dawn-Preview

## Useful for

- Deploy the model locally via SGLang or vLLM for agentic tasks
- Run benchmarks like SWE-bench Pro or Terminal-Bench 2.1 to compare with other models
- Use hosted access for deep research and report generation

## Why it’s here

- The repository is 17 days old and already has 563 stars.
- Recent forks include notable developers: @MaTriXy (216 followers).

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 29
- Issues and pull requests: 8
- Watchers: 3
- Average over the last week: 3 per day
- Usual pace: 31 per day

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-04 … 2026-11-02: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 14 days

09-16 5.9, 09-17 4.2, 09-18 3.8, 09-19 2.7, 09-20 2.1, 09-21 2.0, 09-22 1.5, 09-23 1.4, 09-24 1.4, 09-25 1.2, 09-26 0.7, 09-27 1.0, 09-28 1.2, 09-29 0.6

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-29 00:16 UTC, updated every 30 minutes.