From-scratch PyTorch implementation of Google's TurboQuant (ICLR 2026) for LLM KV cache compression. 5x compression at 3-bit with 99.5% attention fidelity.
☆1,040Apr 23, 2026Updated 4 months ago
Alternatives and similar repositories for turboquant-pytorch
Users that are interested in turboquant-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TurboQuant: Near-optimal KV cache quantization for LLM inference (3-bit keys, 2-bit values) with Triton kernels + vLLM integration☆1,733Mar 27, 2026Updated 4 months ago
- Rust implementation of TurboQuant, PolarQuant, and QJL — zero-overhead vector quantization for semantic search and KV cache compression (…☆26Updated this week
- ☆7,005Jul 20, 2026Updated last month
- ☆201Apr 5, 2026Updated 4 months ago
- KV cache compression via block-diagonal rotation. Beats TurboQuant: better PPL (6.91 vs 7.07), 28% faster decode, 5.3x faster prefill, 44…☆1,043Apr 23, 2026Updated 4 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Running a 32 GB AI model on 28 GB of memory — MoE expert streaming from NVMe SSD on Windows☆26Mar 31, 2026Updated 4 months ago
- vLLM TurboQuant☆616Jun 25, 2026Updated last month
- QJL: 1-Bit Quantized JL transform for KV Cache Quantization with Zero Overhead☆100Jan 27, 2025Updated last year
- Port of Facebook's LLaMA model in C/C++☆22Aug 15, 2026Updated last week
- DFlash: Block Diffusion for Flash Speculative Decoding☆5,898Updated this week
- LLM inference in C/C++☆2,309Updated this week
- TriAttention — Efficient long reasoning with trigonometric KV cache compression. Enables OpenClaw local deployment on memory-constrained …☆844Aug 4, 2026Updated 2 weeks ago
- Running a big model on a small laptop☆4,082Mar 19, 2026Updated 5 months ago
- Official Implementation For PolarQuant☆46Apr 2, 2026Updated 4 months ago
- 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.
- T-Class 2.0: The Standard Framework for AI Sovereignty and Technical Independence☆20Jan 5, 2026Updated 7 months ago
- AI agents running research on single-GPU nanochat training automatically☆94,499Mar 26, 2026Updated 4 months ago
- LLM speculative inference server for consumer & heterogeneous hardware☆2,784Updated this week
- Open-source implementation of Google's TurboQuant (ICLR 2026) — KV cache compression to 2.5–4 bits with near-zero quality loss. 3.8–5.7x …☆52Mar 29, 2026Updated 4 months ago
- High-Ratio Vector Quantization☆15Feb 3, 2026Updated 6 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆89,783Updated this week
- A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative…☆3,470Updated this week
- Local UI to run and train LLMs and diffusion models, including Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, DeepSeek-V4, FLUX and more.☆74,496Updated this week
- A vector index built on TurboQuant, written in Rust with Python bindings☆16,255Updated this week
- 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.
- LMCache: Supercharge Your LLM with the Fastest KV Cache Layer☆11,322Updated this week
- ☆16Aug 28, 2025Updated 11 months ago
- SpectralQuant: Calibrated Eigenbasis Rotation and Water-Filled Bit Allocation for KV-Cache Compression☆204May 15, 2026Updated 3 months ago
- Official inference framework for 1-bit LLMs☆40,122Jul 27, 2026Updated 3 weeks ago
- 🤗 ml-intern: an open-source ML engineer that reads papers, trains models, and ships ML models☆10,742Jul 30, 2026Updated 3 weeks ago
- Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels.☆1,532Mar 19, 2026Updated 5 months ago
- Bonsai Demo☆2,247Aug 5, 2026Updated 2 weeks ago
- Kakao Mobility MCP Server for directions and transit information☆11Sep 14, 2025Updated 11 months ago
- A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature.☆14,799May 23, 2026Updated 3 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆269Apr 5, 2026Updated 4 months ago
- TurboQuant MLX: Flagship high-performance model quantization for Apple Silicon. Squeeze maximum inference speed and memory efficiency out…☆49Aug 5, 2026Updated 2 weeks ago
- TurboQuant reference implementation — KV cache compression with engineering insights (ICLR 2026 paper reproduction)☆17Mar 28, 2026Updated 4 months ago
- LLM inference in C/C++☆125,279Updated this week
- FlashInfer: Kernel Library for LLM Serving☆6,218Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆32,291Updated this week
- eLLM can infer LLM on CPUs faster than on GPUs☆438Updated this week