MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
☆2,108Jun 30, 2025Updated 9 months ago
Alternatives and similar repositories for DeepSpeed-MII
Users that are interested in DeepSpeed-MII are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Large Language Model Text Generation Inference☆10,843Mar 21, 2026Updated last month
- Transformer related optimization, including BERT, GPT☆6,412Mar 27, 2024Updated 2 years ago
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,025Updated this week
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆13,487Updated this week
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,873Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- FlashInfer: Kernel Library for LLM Serving☆5,498Updated this week
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆7,823Updated this week
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆2,247Aug 14, 2025Updated 8 months ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆42,188Updated this week
- Ongoing research training transformer models at scale☆16,145Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆26,397Updated this week
- Fast and memory-efficient exact attention☆23,563Updated this week
- Example models using DeepSpeed☆6,819Mar 30, 2026Updated 3 weeks ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,512Jul 17, 2025Updated 9 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Accessible large language models via k-bit quantization for PyTorch.☆8,149Apr 20, 2026Updated last week
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,727Jun 25, 2024Updated last year
- Serving multiple LoRA finetuned LLM as one☆1,155May 8, 2024Updated last year
- Development repository for the Triton language and compiler☆19,040Updated this week
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,718Apr 9, 2026Updated 2 weeks ago
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,291Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,053Apr 11, 2025Updated last year
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆1,438Mar 20, 2024Updated 2 years ago
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,371Oct 28, 2024Updated last year
- 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.
- A high-throughput and memory-efficient inference and serving engine for LLMs☆78,385Updated this week
- ☆72Mar 26, 2025Updated last year
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,437Apr 21, 2026Updated last week
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,909Jan 21, 2024Updated 2 years ago
- Training and serving large-scale neural networks with auto parallelization.☆3,186Dec 9, 2023Updated 2 years ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,332Mar 6, 2025Updated last year
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,331May 11, 2025Updated 11 months ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,222Jul 11, 2024Updated last year
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆3,363Apr 15, 2026Updated 2 weeks ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 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…☆1,585Jan 28, 2026Updated 3 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,061Sep 4, 2024Updated last year
- Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.☆5,186Updated this week
- PyTorch extensions for high performance and large scale training.☆3,407Apr 26, 2025Updated last year
- A throughput-oriented high-performance serving framework for LLMs☆954Mar 29, 2026Updated last month
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆10,597Updated this week
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,293Mar 27, 2024Updated 2 years ago