[ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
☆56Aug 9, 2024Updated last year
Alternatives and similar repositories for SliM-LLM
Users that are interested in SliM-LLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AFPQ code implementation☆23Nov 6, 2023Updated 2 years ago
- [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization☆14Nov 27, 2024Updated last year
- [ICLR 2024 Spotlight] This is the official PyTorch implementation of "EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Di…☆69Jun 4, 2024Updated last year
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆88Jul 28, 2025Updated 8 months ago
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆39Sep 24, 2024Updated last year
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs☆229Jan 11, 2025Updated last year
- ☆42Mar 28, 2024Updated 2 years ago
- Code Repository of Evaluating Quantized Large Language Models☆134Sep 8, 2024Updated last year
- [ICLR 2025] Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better☆16Feb 15, 2025Updated last year
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆112Oct 15, 2024Updated last year
- Minute-long video generation at 24FPS.☆64Mar 28, 2026Updated 3 weeks ago
- ☆15Mar 21, 2025Updated last year
- [ICLR2025]: OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitt…☆92Apr 8, 2025Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆170Nov 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.
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆503Nov 26, 2024Updated last year
- [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"☆212Nov 25, 2025Updated 4 months ago
- A repository dedicated to evaluating the performance of quantizied LLaMA3 using various quantization methods..☆198Jan 14, 2025Updated last year
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆123Jul 4, 2025Updated 9 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆337Jul 2, 2024Updated last year
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆390Apr 13, 2025Updated last year
- Repository for CPU Kernel Generation for LLM Inference☆28Jul 13, 2023Updated 2 years ago
- ☆52Nov 5, 2024Updated last year
- [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models☆336Apr 10, 2026Updated last week
- 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.
- This is a repository of Binary General Matrix Multiply (BGEMM) by customized CUDA kernel. Thank FP6-LLM for the wheels!☆20Aug 30, 2024Updated last year
- PB-LLM: Partially Binarized Large Language Models☆155Nov 20, 2023Updated 2 years ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆69Mar 7, 2024Updated 2 years ago
- ☆13Jan 7, 2025Updated last year
- Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"☆21Mar 25, 2026Updated 3 weeks ago
- ☆87Jan 23, 2025Updated last year
- Official implementation of ICML'24 paper "LQER: Low-Rank Quantization Error Reconstruction for LLMs"☆19Jul 11, 2024Updated last year
- Implement FlashAttention v2 with minimal code to learn.☆16Jun 12, 2024Updated last year
- (NeurIPS 2024) BiDM: Pushing the Limit of Quantization for Diffusion Models☆22Nov 20, 2024Updated last year
- 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.
- ☆75Sep 19, 2025Updated 7 months ago
- Work in progress.☆79Nov 25, 2025Updated 4 months ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆91Oct 22, 2024Updated last year
- Official Pytorch Implementation of Paper "DarwinLM: Evolutionary Structured Pruning of Large Language Models"☆20Feb 21, 2025Updated last year
- [CVPR 2024 Highlight & TPAMI 2025] This is the official PyTorch implementation of "TFMQ-DM: Temporal Feature Maintenance Quantization for…☆108Sep 29, 2025Updated 6 months ago
- (ICLR 2025) BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models☆25Oct 4, 2024Updated last year
- Code for "ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models" (ICLR 2024)☆20Feb 16, 2024Updated 2 years ago