Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples [NeurIPS 2021]
☆34Dec 12, 2021Updated 4 years ago
Alternatives and similar repositories for qimera
Users that are interested in qimera are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher [CVPR 2022 Oral]☆29Sep 15, 2022Updated 3 years ago
- official implementation of Generative Low-bitwidth Data Free Quantization(GDFQ)☆55Jul 23, 2023Updated 3 years ago
- [DATE 2023] Pipe-BD: Pipelined Parallel Blockwise Distillation☆12Jul 13, 2023Updated 3 years ago
- [PACT'24] GraNNDis. A fast and unified distributed graph neural network (GNN) training framework for both full-batch (full-graph) and min…☆10Aug 13, 2024Updated last year
- Training Quantized Neural Networks with a Full-precision Auxiliary Module☆13Jun 19, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆14Oct 6, 2023Updated 2 years ago
- Pytorch implementation of our paper accepted by CVPR 2022 -- IntraQ: Learning Synthetic Images with Intra-Class Heterogeneity for Zero-Sh…☆37Mar 2, 2022Updated 4 years ago
- ☆22Oct 27, 2024Updated last year
- Official repository of paper [FALQON: Accelerating LoRA Fine-tuning with Low-Bit Floating-Point Arithmetic, NeurIPS 2025]☆21Dec 2, 2025Updated 7 months ago
- SQuant [ICLR22]☆131Sep 27, 2022Updated 3 years ago
- [HPCA'24] Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System☆52Jul 21, 2025Updated last year
- ☆16May 3, 2024Updated 2 years ago
- ☆21Jun 6, 2024Updated 2 years ago
- This project is the official implementation of our accepted IEEE TPAMI paper Diverse Sample Generation: Pushing the Limit of Data-free Qu…☆15Feb 26, 2023Updated 3 years 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.
- Pytorch implementation of our paper accepted by ECCV 2022-- Fine-grained Data Distribution Alignment for Post-Training Quantization☆16Sep 13, 2022Updated 3 years ago
- Post-training sparsity-aware quantization☆34Feb 26, 2023Updated 3 years ago
- ☆13Jun 14, 2026Updated last month
- This is the official PyTorch implementation for "Sharpness-aware Quantization for Deep Neural Networks".☆45Nov 25, 2021Updated 4 years ago
- PPoPP24 AGAThA: Fast and Efficient GPU Acceleration of Guided Sequence Alignment for Long Read Mapping☆22May 8, 2024Updated 2 years ago
- [ASPLOS'26] HILOS: A Cost-Effective Near-Storage Processing Solution for Offline Inference of Long-Context LLMs☆20Jan 18, 2026Updated 6 months ago
- AAAI2023 Efficient and Accurate Models towards Practical Deep Learning Baseline☆13Nov 29, 2022Updated 3 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆300Aug 1, 2021Updated 4 years ago
- The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quan…☆132Sep 23, 2025Updated 10 months ago
- 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.
- A High-Throughput Multi-GPU System for Graph-Based Approximate Nearest Neighbor Search☆21Jul 22, 2025Updated last year
- [CVPR 2023] PD-Quant: Post-Training Quantization Based on Prediction Difference Metric☆61Mar 23, 2023Updated 3 years ago
- [ICML 2021] "Double-Win Quant: Aggressively Winning Robustness of Quantized DeepNeural Networks via Random Precision Training and Inferen…☆16Feb 13, 2022Updated 4 years ago
- AFP is a hardware-friendly quantization framework for DNNs, which is contributed by Fangxin Liu and Wenbo Zhao.☆13Nov 8, 2021Updated 4 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Dec 8, 2023Updated 2 years ago
- ☆16Jun 17, 2025Updated last year
- Quantization in the Jagged Loss Landscape of Vision Transformers☆13Oct 22, 2023Updated 2 years ago
- RPCNIC: A High-Performance and Reconfigurable PCIe-attached RPC Accelerator [HPCA2025]☆15Dec 9, 2024Updated last year
- Sparse CNN Accelerator targeting Intel FPGA☆15Aug 26, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆97Jun 10, 2021Updated 5 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆139Nov 19, 2020Updated 5 years ago
- ☆12May 8, 2025Updated last year
- PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)☆18Jun 22, 2022Updated 4 years ago
- ☆32Mar 31, 2025Updated last year
- ☆36Mar 29, 2023Updated 3 years ago
- ☆25Oct 31, 2024Updated last year