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@princeton-nlp

Princeton Natural Language Processing

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  1. SWE-agent SWE-agent Public

    [NeurIPS 2024] SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challen…

    Python 13.6k 1.4k

  2. tree-of-thought-llm tree-of-thought-llm Public

    [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

    Python 4.8k 446

  3. LLM-Shearing LLM-Shearing Public

    [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

    Python 553 44

  4. SWE-bench SWE-bench Public

    [ICLR 2024] SWE-bench: Can Language Models Resolve Real-world Github Issues?

    Python 1.9k 333

  5. SimCSE SimCSE Public

    [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

    Python 3.4k 515

  6. MeZO MeZO Public

    [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333

    Python 1k 63

Repositories

Showing 10 of 82 repositories
  • HELMET Public

    The HELMET Benchmark

    princeton-nlp/HELMET’s past year of commit activity
    Python 63 MIT 8 3 0 Updated Nov 5, 2024
  • SWE-agent Public

    [NeurIPS 2024] SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges.

    princeton-nlp/SWE-agent’s past year of commit activity
    Python 13,640 MIT 1,382 16 2 Updated Nov 4, 2024
  • SimPO Public

    [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward

    princeton-nlp/SimPO’s past year of commit activity
    Python 697 MIT 47 14 0 Updated Nov 4, 2024
  • Edge-Pruning Public

    [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".

    princeton-nlp/Edge-Pruning’s past year of commit activity
    Python 24 MIT 4 1 0 Updated Oct 31, 2024
  • ProLong Public

    Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"

    princeton-nlp/ProLong’s past year of commit activity
    Python 110 MIT 1 1 0 Updated Oct 30, 2024
  • SWE-bench Public

    [ICLR 2024] SWE-bench: Can Language Models Resolve Real-world Github Issues?

    princeton-nlp/SWE-bench’s past year of commit activity
    Python 1,930 MIT 333 8 (1 issue needs help) 4 Updated Oct 29, 2024
  • CharXiv Public

    [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

    princeton-nlp/CharXiv’s past year of commit activity
    Python 75 Apache-2.0 8 0 0 Updated Oct 20, 2024
  • LESS Public

    [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning

    princeton-nlp/LESS’s past year of commit activity
    Jupyter Notebook 367 MIT 32 12 1 Updated Oct 20, 2024
  • unintentional-unalignment Public

    Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization

    princeton-nlp/unintentional-unalignment’s past year of commit activity
    Python 11 MIT 0 0 0 Updated Oct 17, 2024
  • SimCSE Public

    [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

    princeton-nlp/SimCSE’s past year of commit activity
    Python 3,410 MIT 515 1 0 Updated Oct 16, 2024
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