SqueezeAILab / open_source_projectsLinks
Open Source Projects from Pallas Lab
☆20Updated 3 years ago
Alternatives and similar repositories for open_source_projects
Users that are interested in open_source_projects are comparing it to the libraries listed below
Sorting:
- Flexible simulator for mixed precision and format simulation of LLMs and vision transformers.☆51Updated 2 years ago
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆109Updated 9 months ago
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆47Updated 2 years ago
- ACL 2023☆39Updated 2 years ago
- A collection of research papers on efficient training of DNNs☆70Updated 3 years ago
- FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation☆49Updated last year
- Adaptive floating-point based numerical format for resilient deep learning☆14Updated 3 years ago
- ☆61Updated last month
- Nsight Systems In Docker☆20Updated last year
- [TCAD 2021] Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA☆17Updated 3 years ago
- LLM Inference with Microscaling Format☆24Updated 8 months ago
- ☆12Updated 2 years ago
- The official implementation of the DAC 2024 paper GQA-LUT☆19Updated 7 months ago
- Repository for CPU Kernel Generation for LLM Inference☆26Updated 2 years ago
- ☆32Updated last year
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆46Updated last year
- ☆77Updated 5 months ago
- ☆71Updated 8 months ago
- Post-training sparsity-aware quantization☆34Updated 2 years ago
- ☆16Updated 3 months ago
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Updated 3 years ago
- ☆152Updated 2 years ago
- [FPGA'21] CoDeNet is an efficient object detection model on PyTorch, with SOTA performance on VOC and COCO based on CenterNet and Co-Desi…☆26Updated 2 years ago
- KVTuner: Sensitivity-Aware Layer-wise Mixed Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference☆15Updated 2 months ago
- Artifact evaluation for HPCA'24 paper Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accele…☆10Updated last year
- ☆22Updated 8 months ago
- [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"☆33Updated 11 months ago
- A curated list for Efficient Large Language Models☆11Updated last year
- PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.☆110Updated 7 months ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆63Updated last year