[ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
☆384Nov 20, 2025Updated 4 months ago
Alternatives and similar repositories for KIVI
Users that are interested in KIVI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆418Aug 13, 2024Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆181Jul 12, 2024Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆380Jul 10, 2025Updated 9 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆337Jul 2, 2024Updated last year
- ☆309Jul 10, 2025Updated 9 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆826Mar 6, 2025Updated last year
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆512Aug 1, 2024Updated last year
- KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches. EMNLP Findings 2024☆90Feb 27, 2025Updated last year
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,203Apr 8, 2026Updated last week
- [COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆24Oct 5, 2024Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆154Feb 20, 2025Updated last year
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆503Nov 26, 2024Updated last year
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆279Aug 31, 2024Updated last year
- [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.☆892Nov 26, 2025Updated 4 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,057Sep 4, 2024Updated last year
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆536Feb 10, 2025Updated last year
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆123Jul 4, 2025Updated 9 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆145Dec 4, 2024Updated last year
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆717Aug 13, 2024Updated last year
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆253Dec 16, 2024Updated last year
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆85Dec 18, 2025Updated 4 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆95Sep 4, 2024Updated last year
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆689Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The official implementation of the EMNLP 2023 paper LLM-FP4☆222Dec 15, 2023Updated 2 years ago
- LongBench v2 and LongBench (ACL 25'&24')☆1,148Jan 15, 2025Updated last year
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆53Mar 27, 2024Updated 2 years ago
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆229Jan 11, 2025Updated last year
- 16-fold memory access reduction with nearly no loss☆108Mar 26, 2025Updated last year
- LLM Inference with Microscaling Format☆34Nov 12, 2024Updated last year
- LLM KV cache compression made easy☆1,042Updated this week
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆294May 1, 2025Updated 11 months ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,632Jul 12, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆278Jul 16, 2025Updated 9 months ago
- ☆53May 13, 2024Updated last year
- Model Compression Toolbox for Large Language Models and Diffusion Models☆774Aug 14, 2025Updated 8 months ago
- This is the repo for remote direct memory introspection.☆24Jun 21, 2023Updated 2 years ago
- KV cache compression for high-throughput LLM inference☆156Feb 5, 2025Updated last year
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆137May 16, 2024Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆170Nov 26, 2025Updated 4 months ago