Simple and scalable tools for data-driven pretraining data selection.
☆29Jun 9, 2025Updated 8 months ago
Alternatives and similar repositories for perplexity-correlations
Users that are interested in perplexity-correlations are comparing it to the libraries listed below
Sorting:
- ☆14Jun 24, 2024Updated last year
- ☆15Oct 4, 2024Updated last year
- Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (Zhou et al., EMNLP 2024)☆14Oct 3, 2024Updated last year
- ☆17Mar 23, 2025Updated 11 months ago
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆13Aug 8, 2025Updated 6 months ago
- ☆20Apr 16, 2025Updated 10 months ago
- Code for ACL 2022 paper "Semi-Supervised Formality Style Transfer with Consistency Training".☆17May 21, 2022Updated 3 years ago
- Repository for "I am a Strange Dataset: Metalinguistic Tests for Language Models"☆45Jan 11, 2024Updated 2 years ago
- ☆20Nov 4, 2025Updated 4 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆159Nov 2, 2024Updated last year
- This is the official implementation for our ACL 2024 paper: "Causal Estimation of Memorisation Profiles".☆24Mar 25, 2025Updated 11 months ago
- Provides differentiable versions of common HEP operations and objectives.☆26Sep 4, 2023Updated 2 years ago
- Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models, ICML 2024☆25Jul 7, 2024Updated last year
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Feb 9, 2023Updated 3 years ago
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆28May 23, 2024Updated last year
- The repository contains code for Adaptive Data Optimization☆32Dec 9, 2024Updated last year
- This is the official PyTorch repo for "UNIREX: A Unified Learning Framework for Language Model Rationale Extraction" (ICML 2022).☆27Feb 14, 2023Updated 3 years ago
- ☆33Feb 11, 2025Updated last year
- Few-shot Learning with Auxiliary Data☆31Dec 8, 2023Updated 2 years ago
- Muon fsdp 2☆55Aug 8, 2025Updated 6 months ago
- ☆64Apr 9, 2024Updated last year
- [EMNLP 2025] Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards☆60Sep 15, 2025Updated 5 months ago
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆92Oct 30, 2024Updated last year
- Shaping capabilities with token-level pretraining data filtering☆83Jan 28, 2026Updated last month
- An Educational Framework Based on PyTorch for Deep Learning Education and Exploration☆10Dec 24, 2023Updated 2 years ago
- A lightweight script for processing HTML page to markdown format with support for code blocks☆82Apr 14, 2024Updated last year
- Debiasing Through Data Attribution☆12May 23, 2024Updated last year
- A RAG that can scale 🧑🏻💻☆11May 28, 2024Updated last year
- [ML4H'25] m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning in Large Language Models☆48Dec 21, 2025Updated 2 months ago
- A Model Agnostic function to directly remove specified layers from the LLM☆10May 23, 2024Updated last year
- MG top-down beam parsing☆13Jul 2, 2018Updated 7 years ago
- Protein scoring and sampling of 'Combinatorial Variant Effects from Structure' (CoVES)☆11Jan 5, 2024Updated 2 years ago
- Public Codebase for Rethinking Parameter Counting: Effective Dimensionality Revisited☆37Dec 27, 2022Updated 3 years ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆39Dec 27, 2022Updated 3 years ago
- Implementation and dataset for paper "Can MLLMs Perform Text-to-Image In-Context Learning?"☆48Jun 2, 2025Updated 9 months ago
- Official Repository for Dataset Inference for LLMs☆42Jul 25, 2024Updated last year
- Deep Learning with Multiple Objectives: 2021 edition☆10May 27, 2021Updated 4 years ago
- Script for using Bing chat like a meal delivery service.☆12Mar 15, 2023Updated 2 years ago
- ☆12Apr 22, 2024Updated last year