A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks
☆274Jul 30, 2024Updated last year
Alternatives and similar repositories for long-llms-learning
Users that are interested in long-llms-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆496Mar 19, 2024Updated 2 years ago
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆383Sep 25, 2024Updated last year
- A repository sharing the literatures about large language models☆104Dec 22, 2025Updated 5 months ago
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆450Oct 16, 2024Updated last year
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆2,095May 17, 2026Updated last 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.
- Rectified Rotary Position Embeddings☆395May 20, 2024Updated 2 years ago
- [COLM'25] A Controlled Study on Long Context Extension and Generalization in LLMs☆65Mar 9, 2026Updated 2 months ago
- LongBench v2 and LongBench (ACL 25'&24')☆1,174Jan 15, 2025Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,719Apr 17, 2024Updated 2 years ago
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆403Jul 9, 2024Updated last year
- LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation☆35Feb 26, 2026Updated 3 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆759Sep 27, 2024Updated last year
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆114Feb 20, 2025Updated last year
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆194Oct 8, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆670May 21, 2026Updated last week
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆2,289Aug 17, 2024Updated last year
- Code for paper: "Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines"☆11Oct 11, 2024Updated last year
- Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)☆2,692Aug 14, 2024Updated last year
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆252Sep 12, 2025Updated 8 months ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Mar 12, 2024Updated 2 years ago
- A benchmark for testing memorization abilities of LMs☆24Oct 15, 2024Updated last year
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆209May 20, 2024Updated 2 years ago
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆153Jul 20, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The HELMET Benchmark☆215Apr 17, 2026Updated last month
- ☆86Oct 9, 2024Updated last year
- LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transform…☆1,465Nov 7, 2023Updated 2 years ago
- [NeurlPS D&B 2024] Generative AI for Math: MathPile☆419Apr 4, 2025Updated last year
- Official repository for LongChat and LongEval☆535May 24, 2024Updated 2 years ago
- Counting-Stars (★)☆83Nov 24, 2025Updated 6 months ago
- This repository contains the implementation of the paper "MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models".☆25May 28, 2025Updated last year
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆239Aug 2, 2024Updated last year
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆736Apr 10, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- LOFT: A 1 Million+ Token Long-Context Benchmark☆233Apr 13, 2026Updated last month
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆17Dec 19, 2024Updated last year
- 🚀 Efficient implementations for emerging model architectures☆5,139Updated this week
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,679Mar 8, 2024Updated 2 years ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆222Aug 19, 2024Updated last year
- An Experiment on Dynamic NTK Scaling RoPE☆64Nov 26, 2023Updated 2 years ago
- A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.☆6,897Dec 17, 2025Updated 5 months ago