A high-throughput and memory-efficient inference and serving engine for LLMs
☆267Dec 4, 2025Updated 9 months ago
Alternatives and similar repositories for nm-vllm
Users that are interested in nm-vllm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Boosting 4-bit inference kernels with 2:4 Sparsity☆101Sep 4, 2024Updated 2 years ago
- ☆210May 5, 2025Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,149Sep 4, 2024Updated 2 years ago
- A safetensors extension to efficiently store sparse quantized tensors on disk☆326Updated this week
- ☆107Sep 9, 2024Updated 2 years 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.
- ML model optimization product to accelerate inference.☆325Jun 2, 2025Updated last year
- A throughput-oriented high-performance serving framework for LLMs☆976Mar 29, 2026Updated 5 months ago
- KV cache compression for high-throughput LLM inference☆161Feb 5, 2025Updated last year
- An easy-to-use package for implementing SmoothQuant for LLMs☆112Apr 7, 2025Updated last year
- Sparsity-aware deep learning inference runtime for CPUs☆3,158Jun 2, 2025Updated last year
- Quantized Attention on GPU☆45Nov 22, 2024Updated last year
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆3,807Updated this week
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆281Aug 31, 2024Updated 2 years ago
- QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference☆123Mar 6, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Easy and Efficient Quantization for Transformers☆205Mar 25, 2026Updated 5 months ago
- Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models☆2,144Jun 2, 2025Updated last year
- Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes☆388Jun 2, 2025Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,343Mar 6, 2025Updated last year
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆160Aug 21, 2025Updated last year
- Serving multiple LoRA finetuned LLM as one☆1,175May 8, 2024Updated 2 years ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆158Dec 4, 2024Updated last year
- BERT score for text generation☆12Jan 15, 2025Updated last year
- ☆44Jun 14, 2026Updated 3 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A simple GPU reservation tool for single host shared development systems☆30Aug 24, 2026Updated 3 weeks ago
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆395Apr 13, 2025Updated last year
- Official implementation of Half-Quadratic Quantization (HQQ)☆959Feb 26, 2026Updated 6 months ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆278Nov 3, 2023Updated 2 years ago
- Supercharge huggingface transformers with model parallelism.☆77Jul 23, 2025Updated last year
- Top-level directory for documentation and general content☆120Jun 2, 2025Updated last year
- FlashInfer: Kernel Library for LLM Serving☆6,472Updated this week
- ☆51May 31, 2024Updated 2 years ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆347Jul 2, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Beyond LM: How can language model go forward in the future?☆15Apr 30, 2023Updated 3 years ago
- Sakura-SOLAR-DPO: Merge, SFT, and DPO☆116Dec 30, 2023Updated 2 years ago
- A unified library for building, evaluating, and storing speculative decoding algorithms for LLM inference in vLLM☆849Updated this week
- 🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.☆142Jul 25, 2024Updated 2 years ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆186Jul 12, 2024Updated 2 years ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆281Jul 16, 2025Updated last year
- ☆11Mar 2, 2024Updated 2 years ago