sIncerass / QBERTLinks
☆15Updated 3 years ago
Alternatives and similar repositories for QBERT
Users that are interested in QBERT are comparing it to the libraries listed below
Sorting:
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆27Updated last year
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆49Updated 3 years ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆68Updated last year
- ☆40Updated last year
- LLM Inference with Microscaling Format☆34Updated last year
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆42Updated 4 years ago
- Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)☆24Updated last year
- ☆45Updated 2 years ago
- The official implementation of the DAC 2024 paper GQA-LUT☆20Updated last year
- Post-training sparsity-aware quantization☆34Updated 2 years ago
- This repo contains the code for studying the interplay between quantization and sparsity methods☆25Updated 10 months ago
- Torch2Chip (MLSys, 2024)☆55Updated 9 months ago
- [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning☆119Updated last year
- Neural Network Quantization With Fractional Bit-widths☆11Updated 4 years ago
- A collection of research papers on efficient training of DNNs☆70Updated 3 years ago
- BitPack is a practical tool to efficiently save ultra-low precision/mixed-precision quantized models.☆58Updated 2 years ago
- ☆83Updated last year
- Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…☆50Updated 2 years ago
- Official implementation of EMNLP'23 paper "Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference?"☆24Updated 2 years ago
- ☆19Updated 4 years ago
- You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms☆12Updated 2 years ago
- DeiT implementation for Q-ViT☆25Updated 8 months ago
- ☆24Updated last year
- Adaptive floating-point based numerical format for resilient deep learning☆14Updated 3 years ago
- The official implementation of the ICML 2023 paper OFQ-ViT☆35Updated 2 years ago
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆16Updated 4 years ago
- ☆33Updated 3 weeks ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆123Updated 6 months ago
- ☆113Updated 2 years ago
- Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples [NeurIPS 2021]☆33Updated 4 years ago