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Tencent/AngelSpec

A unified, torch-native training framework for MTP and block-parallel speculative decoding.

#LLM training
Visit GitHub
Python
285
33
1 contributors
Custom license
website
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Momentum

How fast Tencent/AngelSpec 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 30 – Oct 24, 2026

Stars +66 in 56 days

051015
12

Forks +12 in 56 days

024
4

Merged PRs 0 in 56 days

01

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

Not in the Trendshift top 25 in this period

Aug 30Sep 6Sep 13Sep 20Sep 27Oct 4Oct 11Oct 18
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Sun, Aug 30, 2026+12+30
Mon, Aug 31, 2026+9+40
Tue, Sep 1, 2026+6+20
Wed, Sep 2, 2026+4+00
Thu, Sep 3, 2026+5+00
Fri, Sep 4, 2026+0+00
Sat, Sep 5, 2026+1+00
Sun, Sep 6, 2026+1+00
Mon, Sep 7, 2026+2+00
Tue, Sep 8, 2026+3+10
Wed, Sep 9, 2026+1+00
Thu, Sep 10, 2026+3+00
Fri, Sep 11, 2026+0+00
Sat, Sep 12, 2026+0+00
Sun, Sep 13, 2026+0+00
Mon, Sep 14, 2026+1+00
Tue, Sep 15, 2026+2+00
Wed, Sep 16, 2026+0+00
Thu, Sep 17, 2026+0+00
Fri, Sep 18, 2026+0+00
Sat, Sep 19, 2026+1+00
Sun, Sep 20, 2026+0+00
Mon, Sep 21, 2026+2+00
Tue, Sep 22, 2026+0+00
Wed, Sep 23, 2026+0+00
Thu, Sep 24, 2026+0+00
Fri, Sep 25, 2026+0+00
Sat, Sep 26, 2026+1+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+1+00
Tue, Sep 29, 2026+0+00
Wed, Sep 30, 2026+0+00
Thu, Oct 1, 2026+0+00
Fri, Oct 2, 2026+1+00
Sat, Oct 3, 2026+0+00
Sun, Oct 4, 2026+0+00
Mon, Oct 5, 2026+0+00
Tue, Oct 6, 2026+0+00
Wed, Oct 7, 2026+0+10
Thu, Oct 8, 2026+3+00
Fri, Oct 9, 2026+1+00
Sat, Oct 10, 2026+1+00
Sun, Oct 11, 2026+1+00
Mon, Oct 12, 2026+0+00
Tue, Oct 13, 2026+2+00
Wed, Oct 14, 2026+1+00
Thu, Oct 15, 2026+0+10
Fri, Oct 16, 2026+1+00
Sat, Oct 17, 2026+0+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+0+00
Tue, Oct 20, 2026+0+00
Wed, Oct 21, 2026+0+00
Thu, Oct 22, 2026+0+00
Fri, Oct 23, 2026+0+00
Sat, Oct 24, 2026+0+00
Total+66+120
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Aug 31 post
    • 还有几个很实用的细节: 在线评估:训练过程中直接跑真实投机解码,实时报 mean accepted length 和 per-position acceptance Document-aware packing:严格跨文档隔离 Acceptance-aligned loss:CE、top-k KL、D-PACE 等可组合 MTP 支持 TTT + 长上下文(Ulysses SP 到 128k)

      Read full on X, posted by @mylifcc

      @mylifcc · x.com

  2. Jul 292 posts
    • 🚨#TencentHy team open-sourced AngelSpec A unified training framework for MTP and block-parallel speculative decoding. On Hy3-A21B, DFly achieves: ⚡~30% higher average accepted length ⚡1.98–2.40×…

      Read full on X, posted by @Chinazhidx

      @Chinazhidx · x.com

    • 腾讯开源AngelSpec:一个专门用来训练投机采样draft模型的框架,各家大模型团队以前都把这套方法当私有 know-how 藏着。(看到这个还是蛮兴奋,准备用到我们自己的算力集群上来加速优化测试看看) 这个项目有非常重要的行业价值和意义:因为投机采样是今年推理降本最热的赛道,对于训推加速非常重要。上半年UCSD的DFlash用block…

      Read full on X, posted by @aigclink

      @aigclink · x.com

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