目前时间序列这一类型的数据与大模型结合的系统研究却较为匮乏。尽管已经有 TimeLLM 等工作尝试将LLM应用于时序任务，但这些研究大多局限于预测类任务，无法满足更复杂的理解与推理需求。随着大语言模型在企业智能运维、金融分析等需要处理时序数据的应用场景中应用愈发广泛，“理解时间序列”的能力已成为多模态智能系统的一项基础能力。为此，我们提出了ChatTS ，�
active 2025-01-14 → 2026-06-12 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 515 days from 2025-01-14 to 2026-06-12. Pushes: 20 total, peak 5 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 34 total, peak 3 in a day. Comments: 68 total, peak 8 in a day. Stars: 192 total, peak 11 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
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| xiez22 | 52 | 9 | 0 | 30 |
| KennyNH | 11 | 0 | 0 | 6 |
| xiezhe-24 | 10 | 9 | 0 | 1 |
| PandaJunk | 7 | 0 | 0 | 7 |
| HuntZhaozq | 6 | 0 | 0 | 5 |
| TerenceXue-tech | 4 | 0 | 0 | 2 |
| lungfish-nap | 4 | 0 | 0 | 2 |
| switchsky | 2 | 0 | 0 | 1 |
| Alan-2018 | 2 | 0 | 0 | 1 |
| kotori12f | 2 | 0 | 0 | 2 |
| Adonishl | 2 | 0 | 0 | 2 |
| arbani369 | 2 | 0 | 0 | 1 |
| FTWBTS | 2 | 0 | 0 | 1 |
| Felix-Rainmaker | 2 | 0 | 0 | 2 |
| fengxinbo1 | 1 | 0 | 0 | 0 |
| Vincent131499 | 1 | 0 | 0 | 0 |
| 1234213hj | 1 | 0 | 0 | 1 |
| SandroChen | 1 | 0 | 0 | 1 |
| Chengyui | 1 | 0 | 0 | 0 |
| JasonAlexTan | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#42xiez222026-01-27 03:59无法给出正确结果
- Issue comment#421234213hj2025-12-23 07:33无法给出正确结果
- Issue comment#42xiez222025-12-23 06:55无法给出正确结果
- Issue comment#41KennyNH2025-12-19 12:23MCQ2评估数据构建
- Issue#40KennyNH2025-12-19 07:38GPT评估
- Issue comment#40KennyNH2025-12-19 07:38GPT评估
- Issue comment#40xiez222025-12-16 03:23GPT评估
- Issue#39xiez222025-11-05 02:23关于源码
- Issue comment#39xiez222025-10-31 03:12关于源码
- Issue#37xiez222025-10-28 07:42Help fine-tuning ChatTS
- Issue#36lungfish-nap2025-10-21 09:20vllm启动ChatTS-14B-GPTQ-Int4报错，请问如何解决
- Issue comment#38xiez222025-10-21 06:30Enhanced SFT Data Generation with Diverse Reasoning Paradigms
- Issue comment#36lungfish-nap2025-10-17 08:24vllm启动ChatTS-14B-GPTQ-Int4报错，请问如何解决
- Issue#37JasonAlexTan2025-10-17 06:44Help fine-tuning ChatTS
- Issue comment#36lungfish-nap2025-10-17 03:52vllm启动ChatTS-14B-GPTQ-Int4报错，请问如何解决
- Issue#36lungfish-nap2025-10-16 06:04vllm启动ChatTS-14B-GPTQ-Int4报错，请问如何解决
- Issue#34Alan-20182025-09-30 08:11transformers 加载模型的疑问
- Issue comment#28Alan-20182025-09-30 07:51merge模型
- Issue comment#31KennyNH2025-09-01 03:24eval dataset labeling
- Issue#31KennyNH2025-09-01 03:24eval dataset labeling
- Issue comment#31xiezhe-242025-08-31 20:40eval dataset labeling
- Issue comment#28arbani3692025-08-31 08:17merge模型
- Issue comment#30KennyNH2025-08-30 02:34training steps
- Issue#30KennyNH2025-08-30 02:34training steps
- Issue comment#29KennyNH2025-08-30 02:31Model Details
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 192 stars here means stars gained during the window, not the repo's star count.