jzhang38 / EasyContext
Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.
☆647Updated last month
Related projects ⓘ
Alternatives and complementary repositories for EasyContext
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆558Updated 8 months ago
- Official repository for "Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing". Your efficient and high-quality s…☆491Updated 2 weeks ago
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆438Updated 8 months ago
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆613Updated 5 months ago
- [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward☆714Updated 2 weeks ago
- Scalable toolkit for efficient model alignment☆620Updated this week
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆358Updated last month
- ☆451Updated 3 weeks ago
- DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models☆1,008Updated 10 months ago
- Minimalistic large language model 3D-parallelism training☆1,260Updated this week
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,149Updated last month
- distributed trainer for LLMs☆545Updated 6 months ago
- For releasing code related to compression methods for transformers, accompanying our publications☆372Updated last month
- Codebase for Merging Language Models (ICML 2024)☆774Updated 6 months ago
- Official repository for ORPO☆421Updated 5 months ago
- Official Implementation of EAGLE-1 (ICML'24) and EAGLE-2 (EMNLP'24)☆826Updated this week
- [ACL 2024] Progressive LLaMA with Block Expansion.☆478Updated 6 months ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆744Updated this week
- FuseAI Project☆452Updated 3 months ago
- [NeurIPS'24 Spotlight] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces in…☆791Updated this week
- OLMoE: Open Mixture-of-Experts Language Models☆460Updated this week
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆285Updated last month
- ☆515Updated this week
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆384Updated 6 months ago
- Official PyTorch implementation of QA-LoRA☆117Updated 8 months ago
- The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Mem…☆305Updated 7 months ago
- Transformers with Arbitrarily Large Context☆641Updated 3 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆498Updated 6 months ago
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆883Updated 4 months ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆594Updated 3 months ago