An experimentation platform for LLM inference optimisation
☆36Sep 19, 2024Updated last year
Alternatives and similar repositories for llm-inference-research
Users that are interested in llm-inference-research are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 16-fold memory access reduction with nearly no loss☆107Mar 26, 2025Updated last year
- ☆53May 13, 2024Updated 2 years ago
- [SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference☆91Dec 7, 2025Updated 8 months ago
- Algorithm-System Co-design: accurate and efficient 2-bit KV cache quantization for LLM Inference.☆19May 20, 2026Updated 2 months ago
- ☆37Oct 10, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆58Nov 20, 2024Updated last year
- ☆328Jul 10, 2025Updated last year
- ☆15Jun 4, 2024Updated 2 years ago
- [VLDB 26, NeurIPS 25] Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆150Jul 30, 2026Updated 2 weeks ago
- ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression (DAC'25)☆32Feb 26, 2026Updated 5 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆400Jul 10, 2025Updated last year
- Flexibly track outputs and grad-outputs of torch.nn.Module.☆13Oct 6, 2023Updated 2 years ago
- Finetune Google's pre-trained ViT models from HuggingFace's model hub.☆19Apr 4, 2021Updated 5 years ago
- JAX for Graphcore IPU (experimental)☆21Mar 12, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆190Jul 10, 2024Updated 2 years ago
- An implementation of the Llama architecture, to instruct and delight☆21May 31, 2025Updated last year
- ☆20Mar 11, 2025Updated last year
- Modular and structured prompt caching for low-latency LLM inference☆115Nov 9, 2024Updated last year
- [EMNLP 2025🔥] UNComp: Can Matrix Entropy Uncover Sparsity? -- A Compressor Design from an Uncertainty-Aware Perspective☆20Jan 7, 2026Updated 7 months ago
- Official implementation of "TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization" (Findings of ACL …☆21Jul 25, 2025Updated last year
- Source code of "Accelerating Truss Decomposition on Heterogeneous Processors", accepted by VLDB'20 - By Yulin Che, Zhuohang Lai, Shixuan …☆16May 25, 2020Updated 6 years ago
- Official code for "Federated learning for heterogeneous electronic health record systems with cost effective participant selection"☆13Feb 11, 2026Updated 6 months ago
- ☆102Nov 25, 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.
- OpenMP-based parallel software for computing the truss decomposition of a graph.☆14Mar 28, 2018Updated 8 years ago
- ☆12Oct 5, 2022Updated 3 years ago
- Personal solutions to the Triton Puzzles☆22Jul 18, 2024Updated 2 years ago
- A simple cycle-accurate DaDianNao simulator☆13Mar 27, 2019Updated 7 years ago
- MICRO22 artifact evaluation for Sparseloop☆48Aug 8, 2022Updated 4 years ago
- ☆13Apr 27, 2024Updated 2 years ago
- A C++11 implementation of the B-Tree part of "The Case for Learned Index Structures"☆81Jan 8, 2018Updated 8 years ago
- This is the official repo of "QuickLLaMA: Query-aware Inference Acceleration for Large Language Models"☆54Jul 16, 2024Updated 2 years ago
- Casande-RL☆11May 9, 2023Updated 3 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.
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,226Apr 8, 2026Updated 4 months ago
- ☆13Oct 13, 2025Updated 10 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆427Nov 20, 2025Updated 8 months ago
- ☆19Mar 13, 2016Updated 10 years ago
- ☆20May 30, 2025Updated last year
- Code Repository for the NeurIPS 2024 Paper "Toward Efficient Inference for Mixture of Experts".☆19Oct 30, 2024Updated last year
- ☆17Dec 29, 2025Updated 7 months ago