jzhang38 / EasyContext
Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
☆723Updated 7 months ago
Alternatives and similar repositories for EasyContext
Users that are interested in EasyContext are comparing it to the libraries listed below
Sorting:
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆608Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,248Updated 2 months ago
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆461Updated last year
- Scalable toolkit for efficient model alignment☆794Updated 2 weeks ago
- Minimalistic large language model 3D-parallelism training☆1,870Updated this week
- distributed trainer for LLMs☆575Updated 11 months ago
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆408Updated 7 months ago
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆894Updated 3 months ago
- ☆691Updated 2 weeks ago
- Ring attention implementation with flash attention☆764Updated last month
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,013Updated last week
- [ICML 2024] CLLMs: Consistency Large Language Models☆391Updated 6 months ago
- Codebase for Merging Language Models (ICML 2024)☆821Updated last year
- ☆515Updated 5 months ago
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆653Updated 11 months ago
- [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data …☆699Updated last month
- Large Reasoning Models☆805Updated 5 months ago
- The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Mem…☆355Updated last year
- OLMoE: Open Mixture-of-Experts Language Models☆746Updated 2 months ago
- Official Implementation of EAGLE-1 (ICML'24), EAGLE-2 (EMNLP'24), and EAGLE-3.☆1,220Updated last week
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆512Updated 6 months ago
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆960Updated 5 months ago
- Large Context Attention☆710Updated 3 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆459Updated 3 months ago
- FuseAI Project☆566Updated 3 months ago
- Official repository for ORPO☆452Updated 11 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆554Updated 5 months ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆840Updated last week
- Reference implementation of Megalodon 7B model☆520Updated last year
- Recipes to scale inference-time compute of open models☆1,071Updated last week