SafeAILab / EAGLE
Official Implementation of EAGLE-1 (ICML'24) and EAGLE-2 (EMNLP'24)
☆912Updated 2 weeks ago
Alternatives and similar repositories for EAGLE:
Users that are interested in EAGLE are comparing it to the libraries listed below
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,179Updated 3 months ago
- Fast inference from large lauguage models via speculative decoding☆630Updated 4 months ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆578Updated 10 months ago
- [NeurIPS'24 Spotlight] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces in…☆874Updated 2 weeks ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆680Updated 4 months ago
- 📰 Must-read papers and blogs on Speculative Decoding ⚡️☆558Updated this week
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆687Updated 3 months ago
- A throughput-oriented high-performance serving framework for LLMs☆692Updated 3 months ago
- [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.☆754Updated 3 months ago
- Large Context Attention☆670Updated 5 months ago
- A simple and effective LLM pruning approach.☆705Updated 5 months ago
- veRL: Volcano Engine Reinforcement Learning for LLM☆690Updated this week
- [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…☆928Updated 3 months ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,371Updated 6 months ago
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆851Updated this week
- FlashInfer: Kernel Library for LLM Serving☆1,797Updated this week
- Serving multiple LoRA finetuned LLM as one☆1,012Updated 8 months ago
- QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving☆481Updated 2 months ago
- Scalable toolkit for efficient model alignment☆674Updated this week
- Ring attention implementation with flash attention☆645Updated 3 weeks ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆325Updated 5 months ago
- ⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training (EMNLP 2024)☆908Updated last month
- ☆310Updated 9 months ago
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆400Updated 2 weeks ago
- Official implementation of Half-Quadratic Quantization (HQQ)☆732Updated this week
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆416Updated 5 months ago
- LongBench v2 and LongBench (ACL 2024)☆755Updated this week
- DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models☆1,083Updated last year
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,316Updated 6 months ago