Xnhyacinth/Awesome-LLM-Long-Context-Modeling

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

2.2k stars · 105 forks

This repo isn't software code, so code checks are limited.

Caution

Caution: one person wrote most of the recent commits.

Why

One person wrote 83% of human commits in the last year, so the project depends on them continuing. The repository holds mostly documentation, data or model files, so inactivity matters less than for a code library. (source 1, source 2)

What would change this

A second person takes a substantial share of commits.

Maintenance

Complete

Steady

Human commits, 30 days: 0
Human commits, 90 days: 11
Human commits, 365 days: 70
Bot share of commits, 365 days: 0%
Last commit: Aug 17, 2026 (1 month ago)
Last human commit: Aug 17, 2026 (1 month ago)
Authors, 90 days: 4
Last release: none found
Median PR merge time: 3 hours

Responsiveness: of 0 recent issues, n/a got a maintainer reply. Median first response: n/a.

Only 0 recent issues can be checked for a response, too few to measure response time.

Sources: Commits, Releases, Merged pull requests, Issues

People

Complete

Owner: Personal account
Commits sampled: 70 since Oct 15, 2025
Authors for half of commits: 1
Authors for 80% of commits: 1
Contributors: 23

Top committers

Xnhyacinth: 83% of commits
Espere-1119-Song: 3% of commits
muhangao: 3% of commits
YerbaPage: 3% of commits
JoelSeniorLiang: 1% of commits

Sources: Commits, Contributors

Stars

Complete

Organic, confidence low

Bars show stars gained each week. Orange bars overlap a burst.

Bursts

Jan 1, 2024 to Jan 3, 2024: about 37 more stars than usual, peak 15 in one day, a spike that tapers off. Outside explanation: a Hacker News post.
Jan 8, 2024 to Jan 9, 2024: about 16 more stars than usual, peak 10 in one day, a spike that tapers off. Outside explanation: a Hacker News post.
Jan 13, 2024 to Jan 13, 2024: about 11 more stars than usual, peak 11 in one day, a spike that tapers off. We couldn't check for an outside explanation.
Apr 28, 2026 to Apr 29, 2026: about 75 more stars than usual, peak 52 in one day, a spike that tapers off. Outside explanation: a jump in forks.

Anyone can buy stars for any repo; bursts alone don't prove the owner did.

The star history looks organic.
Engagement is not compared for non-code or mirror repositories.

Sources: How star history is analyzed

Risk

Complete

Flags

No risk flags.

License

Now: MIT (OSI-approved)
A year ago: MIT (OSI-approved)

Packages

No published packages found.

Sources: GitHub: Xnhyacinth/Awesome-LLM-Long-Context-Modeling

Badge

Add this to a README to show the current verdict:

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Earlier verdicts

Oct 15, 2026: Caution
Oct 14, 2026: Caution

Computed 2 hours ago · method 2026.10.2