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Princeton Language and Intelligence (PLI)

Princeton Language and Intelligence (PLI). Please also check out https://github.com/princeton-nlp for some of our legacy projects.

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  1. hal-harness hal-harness Public archive

    Python 310 63

  2. RLMT RLMT Public

    [R]einforcement [L]earning from [M]odel-rewarded [T]hinking - code for the paper "Language Models That Think, Chat Better"

    Python 130 7

  3. MeCo MeCo Public

    Code for ICML 25 paper "Metadata Conditioning Accelerates Language Model Pre-training (MeCo)"

    Python 53 2

  4. PruLong PruLong Public

    Code for the preprint "Cache Me If You Can: How Many KVs Do You Need for Effective Long-Context LMs?"

    Python 48 4

  5. retaining-by-doing retaining-by-doing Public

    Python 46 5

  6. what-makes-good-rm what-makes-good-rm Public

    [NeurIPS 2025] What Makes a Reward Model a Good Teacher? An Optimization Perspective

    Python 45 5

Repositories

Showing 10 of 32 repositories
  • T2MLR Public

    Official Implementation for Pre-print "T2MLR: Transformer with Temporal Middle-Layer Recurrence"

    princeton-pli/T2MLR's past year of commit activity
    Python 11 Apache-2.0 0 0 0 Updated Sep 8, 2026
  • rethinking-opsd-for-thinking-models Public

    Codebase for the paper "Rethinking On-Policy Self-Distillation for Thinking Models"

    princeton-pli/rethinking-opsd-for-thinking-models's past year of commit activity
    Python 3 Apache-2.0 1 0 0 Updated Sep 5, 2026
  • hal-harness Public archive
    princeton-pli/hal-harness's past year of commit activity
    Python 310 63 3 0 Updated Jul 1, 2026
  • WebGraphMix Public

    Official code for WebGraphMix paper

    princeton-pli/WebGraphMix's past year of commit activity
    HTML 7 MIT 2 1 0 Updated Jun 16, 2026
  • lrm_safety_deliberation Public
    princeton-pli/lrm_safety_deliberation's past year of commit activity
    Python 1 MIT 0 0 0 Updated Jun 16, 2026
  • muon-p Public

    [COLM 2026] Muon with fractional spectral powers.

    princeton-pli/muon-p's past year of commit activity
    Python 4 0 0 0 Updated Jun 15, 2026
  • DySCO Public

    DySCO: Dynamic Attention-Scaling Decoding for Long-Context LMs

    princeton-pli/DySCO's past year of commit activity
    Python 19 MIT 0 2 0 Updated May 30, 2026
  • Self-Distillation-Zero Public
    princeton-pli/Self-Distillation-Zero's past year of commit activity
    Python 41 7 1 0 Updated May 27, 2026
  • competitive-programming-agents Public

    We study the tradeoffs between agentic reasoning and independent sampling for competitive programming.

    princeton-pli/competitive-programming-agents's past year of commit activity
    Python 1 0 0 0 Updated May 8, 2026
  • imperfect-rewards Public

    Code for reproducing experiments from the paper "When Errors Can Be Beneficial: A Categorization of Imperfect Rewards for Policy Gradient"

    princeton-pli/imperfect-rewards's past year of commit activity
    Python 3 MIT 0 0 0 Updated May 6, 2026
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