☆190Jun 22, 2025Updated last year
Alternatives and similar repositories for qtip
Users that are interested in qtip are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆608Oct 29, 2024Updated last year
- ☆95Jun 20, 2025Updated last year
- QuIP quantization☆66Mar 17, 2024Updated 2 years ago
- ☆44Jun 14, 2026Updated 3 months ago
- VPTQ, A Flexible and Extreme low-bit quantization algorithm☆681Aug 4, 2026Updated last month
- 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.
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆160Aug 21, 2025Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆178Nov 26, 2025Updated 9 months ago
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆351Apr 10, 2026Updated 5 months ago
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆203Sep 2, 2026Updated 2 weeks ago
- Fast Hadamard transform in CUDA, with a PyTorch interface☆349Mar 10, 2026Updated 6 months ago
- 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
- Residual vector quantization for KV cache compression in large language model☆12Oct 22, 2024Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆347Jul 2, 2024Updated 2 years ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆101Sep 4, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆134Jul 4, 2025Updated last year
- Work in progress.☆82Nov 25, 2025Updated 9 months ago
- Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"☆401Feb 24, 2024Updated 2 years ago
- Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.p…☆1,330Feb 26, 2026Updated 6 months ago
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆395Apr 13, 2025Updated last year
- ☆42Mar 28, 2024Updated 2 years ago
- Yet another frontend for LLM, written using .NET and WinUI 3☆11Sep 14, 2025Updated last year
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆534Nov 26, 2024Updated last year
- ☆129Mar 18, 2026Updated 6 months ago
- 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.
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆228Nov 25, 2025Updated 9 months ago
- ☆17Mar 20, 2026Updated 6 months ago
- Efficient non-uniform quantization with GPTQ for GGUF☆66Sep 17, 2025Updated last year
- Implementation of "RaanA: A Fast, Flexible, and Data-Efficient Post-Training Quantization Algorithm"☆18Apr 11, 2025Updated last year
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆723Aug 13, 2024Updated 2 years ago
- Quantize transformers to any learned arbitrary 4-bit numeric format☆59Jul 2, 2026Updated 2 months ago
- An optimized quantization and inference library for running LLMs locally on modern consumer-class GPUs☆1,472Updated this week
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆95Apr 8, 2025Updated last year
- Quartet II Official Code☆82May 1, 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.
- Code repo for the paper "SpinQuant LLM quantization with learned rotations"☆432Feb 14, 2025Updated last year
- This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"☆134Oct 15, 2025Updated 11 months ago
- A quantization algorithm for LLM☆153Jun 21, 2024Updated 2 years ago
- ☆53May 20, 2025Updated last year
- Official implementation of Half-Quadratic Quantization (HQQ)☆959Feb 26, 2026Updated 6 months ago
- ☆16Dec 16, 2024Updated last year
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆237Jan 11, 2025Updated last year