Language models scale reliably with over-training and on downstream tasks
☆101Apr 2, 2024Updated 2 years ago
Alternatives and similar repositories for scaling
Users that are interested in scaling are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A repository for research on medium sized language models.☆537Jun 6, 2025Updated 10 months ago
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Jan 17, 2024Updated 2 years ago
- Scaling Data-Constrained Language Models☆343Jun 28, 2025Updated 9 months ago
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆92Jul 17, 2025Updated 8 months ago
- ☆19Nov 4, 2025Updated 5 months ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆59Jan 12, 2023Updated 3 years ago
- [ICML 2025] Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale☆269Jul 8, 2025Updated 9 months ago
- [NeurIPS'24 Spotlight] Observational Scaling Laws☆60Oct 2, 2024Updated last year
- Pile Deduplication Code☆18May 15, 2023Updated 2 years ago
- What's In My Big Data (WIMBD) - a toolkit for analyzing large text datasets☆227Nov 16, 2024Updated last year
- ☆45Jun 19, 2024Updated last year
- DataComp for Language Models☆1,436Sep 9, 2025Updated 7 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆116Sep 26, 2024Updated last year
- Data recipes and robust infrastructure for training AI agents☆118Updated this week
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- AI for Mathematics Paper List☆17Jan 14, 2025Updated last year
- Utilities for PyTorch distributed☆25Feb 27, 2025Updated last year
- Triton-based implementation of Sparse Mixture of Experts.☆274Oct 3, 2025Updated 6 months ago
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆78Apr 12, 2023Updated 3 years ago
- This project studies the performance and robustness of language models and task-adaptation methods.☆154May 18, 2024Updated last year
- Code Release for "Broken Neural Scaling Laws" (BNSL) paper☆59Oct 29, 2023Updated 2 years ago
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆92Oct 30, 2024Updated last year
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆147Sep 20, 2024Updated last year
- The implementation of "Neural Machine Translation without Embeddings", NAACL 2021☆33Jun 9, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Data and tools for generating and inspecting OLMo pre-training data.☆1,476Nov 5, 2025Updated 5 months ago
- The code and data for the paper JiuZhang3.0☆49May 26, 2024Updated last year
- Simple implementation of muP, based on Spectral Condition for Feature Learning. The implementation is SGD only, dont use it for Adam☆87Jul 28, 2024Updated last year
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆189Feb 17, 2025Updated last year
- ☆84Jan 25, 2025Updated last year
- Experiments for efforts to train a new and improved t5☆76Apr 15, 2024Updated 2 years ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆201Dec 8, 2025Updated 4 months ago
- BLOOM+1: Adapting BLOOM model to support a new unseen language☆74Mar 2, 2024Updated 2 years ago
- A Survey on Data Selection for Language Models☆255Apr 29, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆210Jan 14, 2026Updated 3 months ago
- ☆10Oct 28, 2019Updated 6 years ago
- ☆38Feb 8, 2024Updated 2 years ago
- Code for the paper "Rethinking Benchmark and Contamination for Language Models with Rephrased Samples"☆319Dec 20, 2023Updated 2 years ago
- MultimodalC4 is a multimodal extension of c4 that interleaves millions of images with text.☆954Mar 19, 2025Updated last year
- [ACL 2025 Findings] Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts (https://huggingface.co/papers…☆90Nov 23, 2025Updated 4 months ago
- RLHF implementation details of OAI's 2019 codebase☆197Jan 14, 2024Updated 2 years ago