Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"
☆93Oct 30, 2024Updated last year
Alternatives and similar repositories for schedules-and-scaling
Users that are interested in schedules-and-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:
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆113Sep 26, 2024Updated last year
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆43Dec 29, 2025Updated 8 months ago
- [ICLR 2025] "Training LMs on Synthetic Edit Sequences Improves Code Synthesis" (Piterbarg, Pinto, Fergus)☆19Feb 11, 2025Updated last year
- Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]☆34Jan 23, 2025Updated last year
- Stick-breaking attention☆63Jul 1, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Experiments Notebook of "Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism"☆17Apr 30, 2025Updated last year
- nanoGPT-like codebase for LLM training☆118Nov 7, 2025Updated 9 months ago
- ☆20Nov 4, 2025Updated 9 months ago
- ☆278Dec 2, 2024Updated last year
- Spectral Sphere Optimizer☆133Mar 23, 2026Updated 5 months ago
- ☆63Oct 3, 2024Updated last year
- ☆116Mar 12, 2024Updated 2 years ago
- ☆15Sep 29, 2022Updated 3 years ago
- [NeurIPS 2023] Official code release accompanying the paper "NetHack is Hard to Hack" (Piterbarg, Pinto, Fergus)☆13Oct 30, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆44Jun 19, 2024Updated 2 years ago
- [ICML 2024] Official code release accompanying the paper "diff History for Neural Language Agents" (Piterbarg, Pinto, Fergus)☆20Aug 20, 2024Updated 2 years ago
- Estimate MFU for DeepSeekV3☆26Jan 5, 2025Updated last year
- Experimental playground for benchmarking language model (LM) architectures, layers, and tricks on smaller datasets. Designed for flexible…☆115Jul 17, 2026Updated last month
- Checkpointable dataset utilities for foundation model training☆32Jan 29, 2024Updated 2 years ago
- ☆14Mar 2, 2025Updated last year
- Quantized Attention on GPU☆45Nov 22, 2024Updated last year
- Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning [ICML 2024]☆21May 2, 2024Updated 2 years ago
- Code for ICML 25 paper "Metadata Conditioning Accelerates Language Model Pre-training (MeCo)"☆53Jun 30, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 📄Small Batch Size Training for Language Models☆86Mar 18, 2026Updated 5 months ago
- ☆14Jan 22, 2025Updated last year
- ☆72Nov 15, 2024Updated last year
- Robust Cross-lingual Embeddings from Parallel Sentences☆22Jun 27, 2020Updated 6 years ago
- This repository contains code for the MicroAdam paper.☆21Dec 14, 2024Updated last year
- ☆618Sep 23, 2025Updated 11 months ago
- [COLM'25] A Controlled Study on Long Context Extension and Generalization in LLMs☆65Mar 9, 2026Updated 5 months ago
- An unofficial implementation of "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆35Jun 7, 2024Updated 2 years ago
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆152Sep 20, 2024Updated last year
- 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.
- Sharpness-Aware Minimization Leads to Low-Rank Features [NeurIPS 2023]☆29Sep 22, 2023Updated 2 years ago
- ☆36Mar 12, 2025Updated last year
- The official github repo for "Diffusion Language Models are Super Data Learners".☆228Nov 6, 2025Updated 9 months ago
- ☆15Jan 27, 2025Updated last year
- ☆93Aug 18, 2024Updated 2 years ago
- Exploration of automated dataset selection approaches at large scales.☆56Mar 4, 2025Updated last year
- Physics of Language Models: Part 4.2, Canon Layers at Scale where Synthetic Pretraining Resonates in Reality☆360Aug 21, 2026Updated 2 weeks ago