LLM Inference with Microscaling Format
☆35Nov 12, 2024Updated last year
Alternatives and similar repositories for MX-QLLM
Users that are interested in MX-QLLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆176Nov 26, 2025Updated 8 months ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆72Mar 7, 2024Updated 2 years ago
- [NeurIPS 2023] Token-Scaled Logit Distillation for Ternary Weight Generative Language Models☆18Dec 6, 2023Updated 2 years ago
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆52Oct 21, 2023Updated 2 years ago
- MICRO 2024 Evaluation Artifact for FuseMax☆17Aug 26, 2024Updated last year
- 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.
- The official implementation of the EMNLP 2023 paper LLM-FP4☆225Dec 15, 2023Updated 2 years ago
- BESA is a differentiable weight pruning technique for large language models.☆17Mar 4, 2024Updated 2 years ago
- Quantized Attention on GPU☆45Nov 22, 2024Updated last year
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆192Updated this week
- Residual vector quantization for KV cache compression in large language model☆12Oct 22, 2024Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆421Nov 20, 2025Updated 8 months ago
- [ICML 2024] Official Repository for the paper "Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models"☆11Jul 19, 2024Updated 2 years ago
- ☆127Mar 18, 2026Updated 4 months ago
- ☆25Oct 31, 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.
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆106Jun 2, 2024Updated 2 years ago
- TensorRT-in-Action 是一个 GitHub 代码库,提供了使用 TensorRT 的代码示例,并有对应 Jupyter Notebook。☆15Jun 1, 2023Updated 3 years ago
- DOSA: Differentiable Model-Based One-Loop Search for DNN Accelerators☆20Oct 10, 2024Updated last year
- DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting☆19Mar 4, 2025Updated last year
- ☆35Dec 22, 2025Updated 7 months ago
- AFPQ code implementation☆23Nov 6, 2023Updated 2 years ago
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆139May 16, 2024Updated 2 years ago
- ☆30Jul 22, 2024Updated 2 years ago
- ☆18Jul 1, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for the papers: “Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling” and “Adaptive Block-Scaled Data Types”☆199Apr 21, 2026Updated 3 months ago
- ☆52May 20, 2025Updated last year
- [ICML2025] KVTuner: Sensitivity-Aware Layer-wise Mixed Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference☆29Jan 27, 2026Updated 5 months ago
- ☆34Jun 17, 2026Updated last month
- ☆115Feb 26, 2026Updated 4 months ago
- PyTorch emulation library for Microscaling (MX)-compatible data formats☆358Jul 17, 2026Updated last week
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆49Oct 5, 2022Updated 3 years ago
- Implementation of Microscaling data formats in SystemVerilog.☆34Jul 6, 2025Updated last year
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆92Jul 28, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- PB-LLM: Partially Binarized Large Language Models☆158Nov 20, 2023Updated 2 years ago
- [ICML 2026]A framework to compare low-bit integer and float-point formats☆81May 6, 2026Updated 2 months ago
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆94Apr 8, 2025Updated last year
- [ASPLOS 2026] M2XFP: A Metadata-Augmented Microscaling Data Format for Efficient Low-bit Quantization.☆15Jan 29, 2026Updated 5 months ago
- [COLM 2025] Official PyTorch implementation of "Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models"☆77Jul 8, 2025Updated last year
- super-resolution; post-training quantization; model compression☆14Nov 10, 2023Updated 2 years ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆130Jul 4, 2025Updated last year