DSIR large-scale data selection framework for language model training
☆272Apr 7, 2024Updated 2 years ago
Alternatives and similar repositories for dsir
Users that are interested in dsir are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆201Dec 8, 2025Updated 4 months ago
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆351Dec 26, 2023Updated 2 years ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆521Oct 20, 2024Updated last year
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆79Nov 14, 2024Updated last year
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,978Apr 2, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.☆14Jan 9, 2024Updated 2 years ago
- Code for "SemDeDup", a simple method for identifying and removing semantic duplicates from a dataset (data pairs which are semantically s…☆152Oct 1, 2023Updated 2 years ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆592Dec 9, 2024Updated last year
- A Survey on Data Selection for Language Models☆255Apr 29, 2025Updated 11 months ago
- ☆1,266Jul 30, 2024Updated last year
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆643Mar 4, 2024Updated 2 years ago
- ☆567Nov 20, 2024Updated last year
- Data for "Datamodels: Predicting Predictions with Training Data"☆96May 25, 2023Updated 2 years 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 8 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- This repository provides an original implementation of Detecting Pretraining Data from Large Language Models by *Weijia Shi, *Anirudh Aji…☆244Nov 3, 2023Updated 2 years ago
- The repository contains code for Adaptive Data Optimization☆34Dec 9, 2024Updated last year
- Collection of training data management explorations for large language models☆338Aug 2, 2024Updated last year
- Diverse Demonstrations Improve In-context Compositional Generalization☆12Jul 7, 2023Updated 2 years ago
- ☆52Jan 24, 2024Updated 2 years ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆188Jun 25, 2025Updated 9 months ago
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆413Jun 25, 2025Updated 9 months ago
- Data and tools for generating and inspecting OLMo pre-training data.☆1,472Nov 5, 2025Updated 5 months ago
- ☆57Apr 11, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Jan 17, 2024Updated 2 years ago
- ☆64Apr 9, 2024Updated 2 years ago
- Scaling Data-Constrained Language Models☆342Jun 28, 2025Updated 9 months ago
- AI Logging for Interpretability and Explainability🔬☆140Jun 7, 2024Updated last year
- A robust web archive analytics toolkit☆135Apr 2, 2026Updated last week
- DataComp for Language Models☆1,430Sep 9, 2025Updated 7 months ago
- Index of URLs to pdf files all over the internet and scripts☆25May 2, 2023Updated 2 years ago
- Minimalistic large language model 3D-parallelism training☆2,632Apr 2, 2026Updated last week
- MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models☆455Feb 1, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆465Apr 18, 2024Updated last year
- Language models scale reliably with over-training and on downstream tasks☆101Apr 2, 2024Updated 2 years ago
- Code used for sourcing and cleaning the BigScience ROOTS corpus☆318Mar 20, 2023Updated 3 years ago
- ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward exp…☆226Sep 18, 2025Updated 6 months ago
- All-in-one text de-duplication☆750Mar 9, 2026Updated last month
- Implementation of TSDS: Data Selection for Task-Specific Model Finetuning. An optimal-transport framework for selecting domain-specific a…☆18Dec 25, 2024Updated last year
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆149Oct 27, 2024Updated last year