Tiger3807861189/GLM-5.3-Flash-J-Space-Capability-Realization-Report

GLM-5.3-Flash × J-Space capability realization — benchmark presentation of the J-Space Cognition Suite

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How fast Tiger3807861189/GLM-5.3-Flash-J-Space-Capability-Realization-Report 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

Aug 28 – Oct 27, 2026

Stars +18 in 61 days

2

Forks +1 in 61 days

1

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

Aug 28Sep 5Sep 13Sep 21Sep 29Oct 7Oct 15Oct 23

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

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Mentions and achievements

Where people are talking about Tiger3807861189/GLM-5.3-Flash-J-Space-Capability-Realization-Report, and every badge it has earned

Sep 201 post
- • Improves accuracy on 9 benchmarks • Speeds up tasks by up to 32% • Cuts token use by up to 31%
  Read full on X, posted by @the_osps
  @the_osps · x.com
23 days earlier
Aug 281 post
- DeepSeek-V4 J-Space Capability Realization Report — community reconstruction of J-Space abilities outside official framing. Read the setup and failures first.
  Read full on X, posted by @boxwrenchx
  @boxwrenchx · x.com
7 days earlier
Aug 211 post
- Agent 的瓶颈，真只是底模能力不够吗？这份报告把视角转向“能力实现损耗”：J-Space 不改权重，而在推理阶段用状态账本、行动约束、验证与恢复机制管理任务轨迹。DeepSeek V4 Flash/Pro 在多项 Agent、工具和代码评测中均有提升。值得注意的是，作者明确限定为项目级工程观察，不把相关性包装成内部机制或因果证明。
  Read full on X, posted by @vintcessun
  @vintcessun · x.com
Aug 182 posts6 posts
- 用 J-Space 釋放 DeepSeek V4-Pro 真正實力？！許多網友發現 DeepSeek V4-Pro-0813 榜單分數很漂亮，實際用起來卻不如人意。有網友觀察到模型對啟動條件異常敏感：第一輪對話的角色設定、工具清單一改，推理路線就整條跑掉。開發者 Tiger3807861189 因此開源 J-Space ，給模型加一套工作紀律。不用改權重、不用微調，只是一份掛在推理階段的…
  Read full on X, posted by @LargitData1
  @LargitData1 · x.com
- Been messing around with implementing the new J-Space setup into Hermes Desktop to see how much it actually improves DSV4 Flash in 3d voxel scenarios. Did a quick A/B with the same pagoda voxel…
  Read full on X, posted by @kristiannaaron
  @kristiannaaron · x.com
- 不要神化，脚踏实地
  Read full on X, posted by @runmiNeverstop
  @runmiNeverstop · x.com
- DeepSeek-V4-Pro-0813 outperforming Fable
  Read full on Hacker News
  Hacker News
- Just spent the evening digging into that J-Space + DeepSeek-V4-Pro report that blew up yesterday. Same model weights. No fine-tune. Just a carefully designed inference-time protocol that manages the…
  Read full on X, posted by @reedchan7
  @reedchan7 · x.com
- A harness called J-Space? Does that suggest it's using a Jacobian space lens?
  Read full on X, posted by @lukestanley
  @lukestanley · x.com
Aug 171 post
- 又來一單最終幻想之作盡力騙吧~ @deepseek_ai 笑死人 lol
  Read full on X, posted by @JJJSUI
  @JJJSUI · x.com