Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025**
☆14Aug 8, 2025Updated last year
Alternatives and similar repositories for AutoScale
Users that are interested in AutoScale are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆21Jun 27, 2026Updated 3 months ago
- ☆113Jul 15, 2025Updated last year
- [ICML 2025] Official implementation for "The Emperor's New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for L…☆15May 23, 2025Updated last year
- Data Valuation without Training of a Model, submitted to ICLR'23☆22Dec 30, 2022Updated 3 years ago
- Codebase for Instruction Following without Instruction Tuning☆36Sep 24, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Codebase for ICML submission "DOGE: Domain Reweighting with Generalization Estimation"☆21Feb 29, 2024Updated 2 years ago
- An implementation of online data mixing for the Pile dataset, based on the GPT-NeoX library.☆14Jan 9, 2024Updated 2 years ago
- ☆81Nov 19, 2024Updated last year
- This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"☆17Feb 22, 2024Updated 2 years ago
- The repository contains code for Adaptive Data Optimization☆37Dec 9, 2024Updated last year
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆80Nov 14, 2024Updated last year
- UFT: Unifying Supervised and Reinforcement Fine-Tuning☆34Jun 30, 2025Updated last year
- ☆13Jun 26, 2024Updated 2 years ago
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆215Feb 17, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆44Oct 13, 2023Updated 2 years ago
- Few-shot Learning with Auxiliary Data☆30Dec 8, 2023Updated 2 years ago
- MOTIF: Modular Thinking via Reinforcement Fine-tuning in LLMs☆17Jul 6, 2025Updated last year
- Targeted Data Generation with Large Language Models☆19Jun 25, 2024Updated 2 years ago
- ☆52Jan 24, 2024Updated 2 years ago
- Simple and scalable tools for data-driven pretraining data selection.☆31Jun 9, 2025Updated last year
- ☆97Nov 6, 2024Updated last year
- ☆21Nov 3, 2024Updated last year
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆203Dec 8, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Joint Selection for Large-Scale Pre-Training Data via Policy Gradient-based Mask Learning☆22Jan 4, 2026Updated 9 months ago
- ☆23Aug 25, 2026Updated last month
- ☆23Aug 7, 2023Updated 3 years ago
- [NeurIPS 2024] | An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding☆23Oct 10, 2024Updated 2 years ago
- ☆21Jun 27, 2024Updated 2 years ago
- Automatic prompt optimization framework for multi-step agent tasks.☆37Nov 12, 2024Updated last year
- Code for "Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining"☆30Oct 14, 2025Updated 11 months ago
- ☆46Aug 26, 2024Updated 2 years ago
- RL with Experience Replay☆59Jul 27, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆78Apr 22, 2025Updated last year
- Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'☆32May 19, 2025Updated last year
- Collection of papers for scalable automated alignment.☆90Oct 22, 2024Updated last year
- Organize the Web: Constructing Domains Enhances Pre-Training Data Curation☆84May 2, 2025Updated last year
- A new dataset of difficult graduate-level applied mathematics problems; evaluations demonstrate that leading LLMs currently exhibit low a…☆30Feb 14, 2025Updated last year
- ☆16Jun 4, 2025Updated last year
- ☆46Jan 16, 2026Updated 8 months ago