Junchao-cs/SolarWM

Open data and scalable training for long-horizon video world models.

Python

923

58

2 contributors

Apache License 2.0

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Momentum

How fast Junchao-cs/SolarWM is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Sep 16 – Nov 15, 2026

Stars +282 in 61 days

18

Forks +27 in 61 days

6

Merged PRs 0 in 61 days

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Sep 16Sep 24Oct 2Oct 10Oct 18Oct 26Nov 3Nov 11

Stars, forks, merged pull requests and Trendshift Trending rank, by day
Day	Stars gained	Forks gained	Merged PRs
Wed, Sep 16, 2026	+15	+1	0
Thu, Sep 17, 2026	+13	+0	0
Fri, Sep 18, 2026	+2	+0	0
Sat, Sep 19, 2026	+4	+0	0
Sun, Sep 20, 2026	+3	+0	0
Mon, Sep 21, 2026	+5	+0	0
Tue, Sep 22, 2026	+12	+0	0
Wed, Sep 23, 2026	+3	+2	0
Thu, Sep 24, 2026	+4	+1	0
Fri, Sep 25, 2026	+3	+2	0
Sat, Sep 26, 2026	+0	+0	0
Sun, Sep 27, 2026	+2	+0	0
Mon, Sep 28, 2026	+8	+1	0
Tue, Sep 29, 2026	+2	+0	0
Wed, Sep 30, 2026	+4	+0	0
Thu, Oct 1, 2026	+3	+0	0
Fri, Oct 2, 2026	+1	+0	0
Sat, Oct 3, 2026	+1	+0	0
Sun, Oct 4, 2026	+2	+0	0
Mon, Oct 5, 2026	+0	+0	0
Tue, Oct 6, 2026	+2	+1	0
Wed, Oct 7, 2026	+0	+0	0
Thu, Oct 8, 2026	+6	+0	0
Fri, Oct 9, 2026	+5	+0	0
Sat, Oct 10, 2026	+4	+1	0
Sun, Oct 11, 2026	+0	+0	0
Mon, Oct 12, 2026	+4	+0	0
Tue, Oct 13, 2026	+3	+0	0
Wed, Oct 14, 2026	+3	+0	0
Thu, Oct 15, 2026	+5	+0	0
Fri, Oct 16, 2026	+8	+0	0
Sat, Oct 17, 2026	+2	+0	0
Sun, Oct 18, 2026	+0	+0	0
Mon, Oct 19, 2026	+2	+0	0
Tue, Oct 20, 2026	+8	+0	0
Wed, Oct 21, 2026	+1	+0	0
Thu, Oct 22, 2026	+0	+0	0
Fri, Oct 23, 2026	+9	+1	0
Sat, Oct 24, 2026	+2	+0	0
Sun, Oct 25, 2026	+1	+0	0
Mon, Oct 26, 2026	+3	+0	0
Tue, Oct 27, 2026	+2	+1	0
Wed, Oct 28, 2026	+4	+0	0
Thu, Oct 29, 2026	+3	+0	0
Fri, Oct 30, 2026	+4	+0	0
Sat, Oct 31, 2026	+14	+2	0
Sun, Nov 1, 2026	+1	+0	0
Mon, Nov 2, 2026	+15	+2	0
Tue, Nov 3, 2026	+10	+6	0
Wed, Nov 4, 2026	+14	+2	0
Thu, Nov 5, 2026	+16	+2	0
Fri, Nov 6, 2026	+12	+0	0
Sat, Nov 7, 2026	+18	+0	0
Sun, Nov 8, 2026	+2	+0	0
Mon, Nov 9, 2026	+4	+0	0
Tue, Nov 10, 2026	+1	+1	0
Wed, Nov 11, 2026	+3	+1	0
Thu, Nov 12, 2026	+3	+0	0
Fri, Nov 13, 2026	+1	+0	0
Sat, Nov 14, 2026	+0	+0	0
Sun, Nov 15, 2026	+0	+0	0
Total	+282	+27	0

#1 on the list
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Social mentions

Recent discussions about this repository across the web

Sep 61 post
- 别只盯着长视频效果，SolarWM 更值得拆的是它把世界模型做成了一套可复现的工程系统。数据层以帧对齐契约解耦源处理与训练混合，本地盘和对象存储共用相对索引；模型层保留 Wan2.2、LTX-2.5、MiniMax-H3 的原生表示，再统一训练、推理和预编码入口。三阶段训练面向长时自回归，配置与启动清单可追溯。当前完整流程主要落在 Wan2.2-5B。
  Read full on X, posted by @vintcessun
  @vintcessun · x.com
Sep 51 post
- Most AI video models generate a clip and stop. SolarWM is trying to keep the world going. Its models are trained on videos only 5 seconds long, then can keep an interactive world running for minutes,…
  Read full on X, posted by @exywuu
  @exywuu · x.com
Sep 33 posts4 posts
- ☀️ SolarWM is now fully open source! We’re releasing the end-to-end World Model stack: 1.43M videos (25 TB), the data pipeline, training and inference code, and four models in one unified framework.…
  Read full on X, posted by @refkxh
  @refkxh · x.com
- The Wan2.2-5B route lists all three training stages and the final causal checkpoint. The 14B, LTX and H3 releases currently list base + bidirectional checkpoints. Four models does not mean four…
  Read full on X, posted by @nineshoot
  @nineshoot · x.com
- 世界モデル研究基盤「SolarWM」@Enderfgaが公開。 143万クリップ、25TB超の処理規模に加え、データ整備、学習・推論コード、チェックポイントを公開。5秒の動画で学習した5Bモデルを、分〜時間単位でリアルタイムに展開できる。本質的な価値は「1時間生成」より、研究者がデータ収集と基盤実装をやり直さずに済むこと。…
  Read full on X, posted by @NarenBao
  @NarenBao · x.com
- Engineered to let researchers focus compute on novel ideas instead of pipeline plumbing: • One Codebase, 4 Model Variants: A standardized training and inference framework that natively supports 5B,…
  Read full on X, posted by @TheTechDiggest
  @TheTechDiggest · x.com