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Time-R1 is a two-stage reinforcement fine-tuning framework that trains large language models to perform slow-thinking, step-by-step reasoning for accurate and explainable time series forecasting.

active 2025-05-152026-04-14 (UTC)

Partial coverage11,488 / 12,486 hourly files (92%) · 2 absent upstream · 994 failed, retryable2025-03-082026-08-10 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
82
Pushes
6
Pull requests
0
Issues
12
Stars
47
Forks
9

Activity over time

Daily event counts in the loaded window

Line chart, 335 days from 2025-05-15 to 2026-04-14. Pushes: 6 total, peak 2 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 12 total, peak 3 in a day. Comments: 5 total, peak 1 in a day. Stars: 47 total, peak 6 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
lqzxt12504
xuanyacanghai2000
Podmno1000
YafengWu1000
GodFire666661100
gejianqiao1000
fuli1001-cmd1000

Recent activity

Latest issues, pull requests and releases

  • Issue comment#8lqzxt2026-03-06 11:06
    rewaed_old.py
  • Issue#8lqzxt2026-03-06 11:06
    rewaed_old.py
  • Issue#10YafengWu2025-12-17 00:34
    Significant Performance Gap Between Reproduced Results and Reported Benchmarks
  • Issue#7Podmno2025-09-28 08:44
    `vLLM` Version Question?
  • Issue#6xuanyacanghai2025-09-25 05:53
    关于推理参数设置
  • Issue#6xuanyacanghai2025-09-24 02:13
    关于推理参数设置
  • Issue comment#5lqzxt2025-07-21 10:13
    Task type?
  • Issue#5lqzxt2025-07-21 10:13
    Task type?
  • Issue#4lqzxt2025-07-21 10:00
    about data
  • Issue#5Vincent1314992025-07-21 05:52
    Task type?
  • Issue#4gejianqiao2025-07-17 16:22
    about data
  • Issue#1lqzxt2025-07-08 01:47
    transformers版本问题
  • Issue#2lqzxt2025-07-08 01:47
    Where to find SFT code and data
  • Issue comment#3lqzxt2025-07-08 01:46
    What LLM would you suggest using to generate SFT data?
  • Issue#3fuli1001-cmd2025-07-06 10:49
    What LLM would you suggest using to generate SFT data?
  • Issue comment#2lqzxt2025-07-02 00:44
    Where to find SFT code and data
  • Issue comment#1lqzxt2025-06-25 11:46
    transformers版本问题

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 47 stars here means stars gained during the window, not the repo's star count.