Awesome LLM pre-training resources, including data, frameworks, and methods.
☆409Apr 29, 2025Updated last year
Alternatives and similar repositories for awesome-llm-pretraining
Users that are interested in awesome-llm-pretraining 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 highly capable 2.4B lightweight LLM using only 1T pre-training data with all details.☆235Jul 25, 2025Updated last year
- ☆95Jul 21, 2026Updated 2 months ago
- slime is an LLM post-training framework for RL Scaling.☆8,547Updated this week
- LongAttn ：Selecting Long-context Training Data via Token-level Attention☆15Jul 16, 2025Updated last year
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆10,045Sep 17, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A series of technical report on Slow Thinking with LLM☆769Aug 13, 2025Updated last year
- Collection of papers for scalable automated alignment.☆90Oct 22, 2024Updated last year
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆23,653Updated this week
- ☆21Jun 27, 2026Updated 3 months ago
- Minimalistic large language model 3D-parallelism training☆2,826Updated this week
- A Survey of Reinforcement Learning for Large Reasoning Models☆2,488Sep 14, 2026Updated 2 weeks ago
- Simple and scalable tools for data-driven pretraining data selection.☆31Jun 9, 2025Updated last year
- The OlymMATH dataset☆25Jun 1, 2025Updated last year
- 🔥 A minimal training framework for scaling FLA models☆417Apr 22, 2026Updated 5 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆72Oct 16, 2024Updated last year
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆43Dec 29, 2025Updated 8 months ago
- The loss landscape of Large Language Models resemble basin!☆45Jul 8, 2025Updated last year
- Ongoing research training transformer models at scale☆18,018Updated this week
- An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models☆3,409Updated this week
- Spectral Sphere Optimizer☆133Mar 23, 2026Updated 6 months ago
- Pretrain、decay、SFT a CodeLLM from scratch 🧙♂️☆40May 15, 2024Updated 2 years ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆269Sep 12, 2024Updated 2 years ago
- Awesome Reasoning LLM Tutorial/Survey/Guide☆2,564Sep 5, 2026Updated 3 weeks ago
- 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.
- A framework for few-shot evaluation of language models.☆14,085Sep 14, 2026Updated 2 weeks ago
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆135Jun 24, 2025Updated last year
- 🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"☆1,023Feb 5, 2026Updated 7 months ago
- Official Repo for Open-Reasoner-Zero☆2,098Jun 2, 2025Updated last year
- Physics of Language Models: Part 4.2, Canon Layers at Scale where Synthetic Pretraining Resonates in Reality☆361Aug 21, 2026Updated last month
- From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓☆3,686Apr 20, 2026Updated 5 months ago
- ☆156Jul 4, 2025Updated last year
- Based on the R1-Zero method, using rule-based rewards and GRPO on the Code Contests dataset.☆18Apr 22, 2025Updated last year
- 🚀 Efficient implementations for emerging model architectures☆5,795Updated this week
- 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.
- Reproduce R1 Zero on Logic Puzzle☆2,451Mar 20, 2025Updated last year
- ☆25Dec 13, 2024Updated last year
- A lightweight, AI-native training framework for large language models. Designed for fast iteration, reproducible experiments, and modular…☆587Sep 4, 2026Updated 3 weeks ago
- [COLM 2025] An Open Math Pre-trainng Dataset with 370B Tokens.☆110Apr 4, 2025Updated last year
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning☆727Aug 5, 2025Updated last year
- Use the tokenizer in parallel to achieve superior acceleration☆20Mar 21, 2024Updated 2 years ago
- Parallel Scaling Law for Language Model — Beyond Parameter and Inference Time Scaling☆486May 17, 2025Updated last year