deepspeedai / DeepSpeed-MIILinks
MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
☆2,083Updated 5 months ago
Alternatives and similar repositories for DeepSpeed-MII
Users that are interested in DeepSpeed-MII are comparing it to the libraries listed below
Sorting:
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,879Updated last year
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,849Updated this week
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,307Updated 9 months ago
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,235Updated last year
- Serving multiple LoRA finetuned LLM as one☆1,126Updated last year
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,296Updated 7 months ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,206Updated 4 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,389Updated 5 months ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆1,426Updated last year
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,672Updated last year
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,577Updated last year
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,007Updated this week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,795Updated this week
- The Triton TensorRT-LLM Backend☆909Updated this week
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,584Updated last year
- ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…☆2,169Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,652Updated last year
- Minimalistic large language model 3D-parallelism training☆2,365Updated last week
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆961Updated last year
- FlashInfer: Kernel Library for LLM Serving☆4,285Updated this week
- Fast Inference Solutions for BLOOM☆565Updated last year
- RayLLM - LLMs on Ray (Archived). Read README for more info.☆1,263Updated 9 months ago
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆2,447Updated this week
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆3,215Updated 2 weeks ago
- LLMPerf is a library for validating and benchmarking LLMs☆1,067Updated last year
- Transformer related optimization, including BERT, GPT☆6,370Updated last year
- Training and serving large-scale neural networks with auto parallelization.☆3,171Updated 2 years ago
- Automatically split your PyTorch models on multiple GPUs for training & inference☆657Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,007Updated 8 months ago
- A throughput-oriented high-performance serving framework for LLMs☆924Updated last month