epfml / llm-optimizer-benchmarkLinks
Benchmarking Optimizers for LLM Pretraining
☆48Updated 2 weeks ago
Alternatives and similar repositories for llm-optimizer-benchmark
Users that are interested in llm-optimizer-benchmark are comparing it to the libraries listed below
Sorting:
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆87Updated last year
- Language models scale reliably with over-training and on downstream tasks☆100Updated last year
- Replicating O1 inference-time scaling laws☆90Updated last year
- Using FlexAttention to compute attention with different masking patterns☆47Updated last year
- ☆91Updated last year
- ☆33Updated last year
- Simple and efficient pytorch-native transformer training and inference (batched)☆79Updated last year
- Long Context Extension and Generalization in LLMs☆62Updated last year
- ☆53Updated last year
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆41Updated 3 weeks ago
- FROM $f(x)$ AND $g(x)$ TO $f(g(x))$: LLMs Learn New Skills in RL by Composing Old Ones☆56Updated 2 months ago
- The repository contains code for Adaptive Data Optimization☆30Updated last year
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆60Updated last year
- Code and Configs for Asynchronous RLHF: Faster and More Efficient RL for Language Models☆68Updated 8 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆89Updated last year
- ☆112Updated last year
- ☆62Updated 7 months ago
- Esoteric Language Models☆108Updated last month
- ☆104Updated 10 months ago
- ☆35Updated last year
- [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications☆52Updated 2 months ago
- Gemstones: A Model Suite for Multi-Faceted Scaling Laws (NeurIPS 2025)☆31Updated 3 months ago
- ☆38Updated last year
- ☆75Updated last year
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆91Updated 6 months ago
- Physics of Language Models, Part 4☆306Updated 2 weeks ago
- Reinforcing General Reasoning without Verifiers☆93Updated 6 months ago
- Kinetics: Rethinking Test-Time Scaling Laws☆85Updated 6 months ago
- The evaluation framework for training-free sparse attention in LLMs☆110Updated 3 months ago
- ☆53Updated last year