Awesome LLM pre-training resources, including data, frameworks, and methods.
☆347Apr 29, 2025Updated 11 months ago
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.☆223Jul 25, 2025Updated 8 months ago
- Use the tokenizer in parallel to achieve superior acceleration☆20Mar 21, 2024Updated 2 years ago
- 🔥 A minimal training framework for scaling FLA models☆359Nov 15, 2025Updated 4 months ago
- The OlymMATH dataset☆24Jun 1, 2025Updated 9 months ago
- A series of technical report on Slow Thinking with LLM☆763Aug 13, 2025Updated 7 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Based on the R1-Zero method, using rule-based rewards and GRPO on the Code Contests dataset.☆18Apr 22, 2025Updated 11 months ago
- Collection of papers for scalable automated alignment.☆93Oct 22, 2024Updated last year
- Large Language Model in Action☆343Jan 28, 2025Updated last year
- LongAttn :Selecting Long-context Training Data via Token-level Attention☆15Jul 16, 2025Updated 8 months ago
- We aim to provide the best references to search, select, and synthesize high-quality and large-quantity data for post-training your LLMs.☆61Oct 3, 2024Updated last year
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,231Mar 24, 2026Updated last week
- Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (Zhou et al., EMNLP 2024)☆14Oct 3, 2024Updated last year
- ☆33Jun 5, 2022Updated 3 years ago
- verl: Volcano Engine Reinforcement Learning for LLMs☆20,286Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆54Sep 11, 2024Updated last year
- Parallel Scaling Law for Language Model — Beyond Parameter and Inference Time Scaling☆477May 17, 2025Updated 10 months ago
- Muon is Scalable for LLM Training☆1,450Aug 3, 2025Updated 7 months ago
- On Memorization of Large Language Models in Logical Reasoning☆78Mar 29, 2025Updated last year
- LeetCode Training and Evaluation Dataset☆49Apr 22, 2025Updated 11 months ago
- PGRAG☆52Jul 16, 2024Updated last year
- Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs"☆605Oct 7, 2025Updated 5 months ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆42Dec 29, 2025Updated 3 months ago
- Physics of Language Models: Part 4.2, Canon Layers at Scale where Synthetic Pretraining Resonates in Reality☆332Jan 5, 2026Updated 2 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- 🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"☆978Feb 5, 2026Updated last month
- Reproducible, flexible LLM evaluations☆356Updated this week
- 每日技术和产品热点☆15Sep 23, 2025Updated 6 months ago
- Minimalistic large language model 3D-parallelism training☆2,626Feb 19, 2026Updated last month
- Ongoing research training transformer models at scale☆15,827Updated this week
- Official repo of dataset-decomposition paper [NeurIPS 2024]☆21Jan 8, 2025Updated last year
- Democratizing Reinforcement Learning for LLMs☆5,297Updated this week
- ⛅️ 基于Cloudflare的 工具平台⛅️ A tool list base on CloudFlare⛅️☆52Jan 21, 2026Updated 2 months ago
- Async pipelined version of Verl☆124Apr 8, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Inference Code for Paper "Harder Tasks Need More Experts: Dynamic Routing in MoE Models"☆69Jul 30, 2024Updated last year
- ☆31Dec 31, 2025Updated 2 months ago
- ☆109Jul 15, 2025Updated 8 months ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆247Sep 12, 2025Updated 6 months ago
- A Survey on Data Selection for Language Models☆255Apr 29, 2025Updated 11 months ago
- O1 Replication Journey☆2,001Jan 14, 2025Updated last year
- ☆35May 16, 2025Updated 10 months ago