Skip to content

MeridianResearch/externalization

View on GitHub ↗Related repositories →

Incentivizing externlization via early exiting

active 2025-07-082026-02-02 (UTC)

Partial coverage20,531 / 26,287 hourly files (78%) · 2 absent upstream · 5,753 failed, retryable2023-08-152026-08-14 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
203
Pushes
126
Pull requests
14
Issues
24
Stars
3
Forks
0

Activity over time

Daily event counts in the loaded window

Line chart, 210 days from 2025-07-08 to 2026-02-02. Pushes: 126 total, peak 8 in a day. Pull requests: 14 total, peak 2 in a day. Issues: 24 total, peak 5 in a day. Comments: 12 total, peak 3 in a day. Stars: 3 total, peak 1 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
karthikviswanathn746042
marichkakorolyuk553148
lizardp1413360
puria-radmard3002

Recent activity

Latest issues, pull requests and releases

  • Pull request#34karthikviswanathn2025-10-04 09:23
  • Pull request#33marichkakorolyuk2025-09-12 12:54
  • Issue#31karthikviswanathn2025-09-03 12:45
    Fixes in RL SCHEMA
  • Issue#26marichkakorolyuk2025-08-29 13:59
    RL - reward - completion rate part
  • Issue comment#28marichkakorolyuk2025-08-23 20:21
    RL - scope pipeline
  • Issue#28marichkakorolyuk2025-08-23 20:21
    RL - scope pipeline
  • Issue comment#30marichkakorolyuk2025-08-23 14:23
    change KL divergence for sampling
  • Issue#30marichkakorolyuk2025-08-23 14:21
    change KL divergence for sampling
  • Issue#29marichkakorolyuk2025-08-19 17:35
    RL - take a look at loggings from HF implementation
  • Issue#28marichkakorolyuk2025-08-19 17:32
    RL - scope pipeline
  • Issue comment#24marichkakorolyuk2025-08-15 18:08
    RL notes and how it will work
  • Issue#24marichkakorolyuk2025-08-15 18:08
    RL notes and how it will work
  • Issue#12karthikviswanathn2025-08-12 21:49
    Questions about `sft_train.py`: Learning Rate, and Slow Learning of Layer 0 exit probabilities
  • Issue comment#20karthikviswanathn2025-08-12 21:48
    Question about `patched_attention_forward()`
  • Issue#20karthikviswanathn2025-08-12 21:48
    Question about `patched_attention_forward()`
  • Issue comment#23marichkakorolyuk2025-08-12 17:15
    KV freezing
  • Issue#24marichkakorolyuk2025-08-12 17:14
    RL notes and how it will work
  • Issue#23marichkakorolyuk2025-08-12 17:13
    KV freezing
  • Issue comment#22marichkakorolyuk2025-08-12 16:52
    plots in Wandb
  • Issue#22marichkakorolyuk2025-08-12 16:51
    renaming to interpretable names and sessions in Wandb
  • Issue#6lizardp12025-08-11 16:49
    add model logging
  • Pull request#21lizardp12025-08-10 23:40
  • Pull request#21lizardp12025-08-10 23:40
  • Issue#20karthikviswanathn2025-08-07 23:49
    Question about `patched_attention_forward()`
  • Pull request#19karthikviswanathn2025-08-07 06:33

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 3 stars here means stars gained during the window, not the repo's star count.