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@princeton-pli

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

    Python 242 51

  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 124 6

  3. MeCo MeCo Public

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

    Python 50 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. what-makes-good-rm what-makes-good-rm Public

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

    Python 42 3

  6. QRHead QRHead Public

    QRHead: Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking

    Python 38 3

Repositories

Showing 10 of 24 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 0 Apache-2.0 0 0 0 Updated Mar 16, 2026
  • STAT Public

    Skill-Targeted Adaptive Training

    princeton-pli/STAT’s past year of commit activity
    Python 17 2 1 0 Updated Mar 12, 2026
  • hal-harness Public
    princeton-pli/hal-harness’s past year of commit activity
    Python 242 51 24 6 Updated Mar 11, 2026
  • DySCO Public

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

    princeton-pli/DySCO’s past year of commit activity
    Python 13 MIT 1 0 0 Updated Mar 5, 2026
  • Contextual-Drag Public

    Code for Pre-print "Contextual Drag: How Errors in the Context Affect LLM Reasoning"

    princeton-pli/Contextual-Drag’s past year of commit activity
    Python 3 Apache-2.0 0 0 0 Updated Mar 5, 2026
  • momus-imo-solver Public

    Official implementation of the paper "Escaping the Cognitive Well: Efficient Competition Math with Off-the-Shelf Models" (arXiv:2602.16793).

    princeton-pli/momus-imo-solver’s past year of commit activity
    Python 1 0 0 0 Updated Mar 2, 2026
  • LongProc Public

    LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation

    princeton-pli/LongProc’s past year of commit activity
    HTML 33 Apache-2.0 1 0 0 Updated Feb 26, 2026
  • exrm-vs-imrm Public

    [ICLR 2026] Why is Your Language Model a Poor Implicit Reward Model?

    princeton-pli/exrm-vs-imrm’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Jan 26, 2026
  • QRHead Public

    QRHead: Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking

    princeton-pli/QRHead’s past year of commit activity
    Python 38 MIT 3 3 1 Updated Jan 20, 2026
  • compute_tools Public

    Tools for analyzing cluster usage, etc.

    princeton-pli/compute_tools’s past year of commit activity
    Python 0 0 0 0 Updated Dec 31, 2025
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