facebookresearch / SemDeDup
Code for "SemDeDup", a simple method for identifying and removing semantic duplicates from a dataset (data pairs which are semantically similar, but not exactly identical).
☆136Updated last year
Alternatives and similar repositories for SemDeDup
Users that are interested in SemDeDup are comparing it to the libraries listed below
Sorting:
- DSIR large-scale data selection framework for language model training☆247Updated last year
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆171Updated 10 months ago
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆135Updated 3 months ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆153Updated 11 months ago
- Code used for the creation of OBELICS, an open, massive and curated collection of interleaved image-text web documents, containing 141M d…☆202Updated 8 months ago
- Self-Alignment with Principle-Following Reward Models☆161Updated last week
- ☆98Updated 7 months ago
- [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning☆240Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆130Updated last year
- ☆50Updated last year
- Unofficial implementation of AlpaGasus☆91Updated last year
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆304Updated 8 months ago
- Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models☆142Updated 2 years ago
- ☆257Updated last year
- ☆147Updated last year
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆140Updated 6 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆151Updated 8 months ago
- What's In My Big Data (WIMBD) - a toolkit for analyzing large text datasets☆218Updated 6 months ago
- Code for ACL2023 paper: Pre-Training to Learn in Context☆108Updated 9 months ago
- contrastive decoding☆199Updated 2 years ago
- Scaling Data-Constrained Language Models☆334Updated 7 months ago
- All available datasets for Instruction Tuning of Large Language Models☆250Updated last year
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆179Updated 2 months ago
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆324Updated last year
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆106Updated 2 months ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆134Updated 7 months ago
- Pretraining Efficiently on S2ORC!☆164Updated 6 months ago
- Inspired by google c4, here is a series of colossal clean data cleaning scripts focused on CommonCrawl data processing. Including Chinese…☆124Updated last year
- ☆106Updated last year
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆176Updated 5 months ago