yifanzhang-pro/FlashREINFORCE
- Total stars
- 95
- Today
- +0
More actions
FlashREINFORCE: Critic-Free, Single-Rollout, Asynchronous RL for Agentic Language Models
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About the project
Asynchronous reinforcement-learning framework for agentic language models: one rollout per prompt, critic-free, with token importance sampling and sequence trust region to control policy drift.
Useful for
- Train an agentic LLM on long reasoning chains without a critic or group rollouts
- Run the CPU toy_update.py example to verify an optimizer update
- Reproduce experiments on Qwen2.5-Math or DeepSeek-R1-Distill via Molt launchers
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of September 29, 2026, 08:20 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- The repository is 15 days old and already has 95 stars.
Measured growth: the last 7 completed days
The full 7-day window is unavailable; no weekly total or comparison is calculated.
Daily measurements · UTC
- October 26, 2026
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- October 27, 2026
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- October 28, 2026
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- October 29, 2026
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- October 30, 2026
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- October 31, 2026
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- November 1, 2026
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Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: September 25, 2026, 00:05 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 95
- Today
- +0 stars on 2026-09-29 (UTC), ≈ 0 by evening
- Forks
- 9
- Issues and pull requests
- 3
- Watchers
- 0
- Language
- Python
- License
- Apache-2.0
- Created
- September 14, 2026
- Last push
- September 14, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- September 19, 2026Top new repositories this week: #191
- September 18, 2026Top new repositories this week: #176
- September 17, 2026Top new repositories this week: #186
README badge
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[](https://gitnova.dev/en/r/yifanzhang-pro/FlashREINFORCE)