Alternatives and similar repositories for QBERT

Users that are interested in QBERT are comparing it to the libraries listed below

• wimh966 / outlier_suppression
  The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…
  ☆49Updated 3 years ago
• cornell-zhang / llm-datatypes
  Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs
  ☆27Updated last year
• aojunzz / DominoSearch
  ☆19Updated 4 years ago
• yanghr / BSQ
  BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)
  ☆42Updated 5 years ago
• naver-aics / lut-gemm
  ☆83Updated last year
• Zhen-Dong / BitPack
  BitPack is a practical tool to efficiently save ultra-low precision/mixed-precision quantized models.
  ☆58Updated 3 years ago
• gilshm / sparq
  Post-training sparsity-aware quantization
  ☆34Updated 2 years ago
• SeoLabCornell / torch2chip
  Torch2Chip (MLSys, 2024)
  ☆55Updated 10 months ago
• jmluu / Awesome-Efficient-Training
  A collection of research papers on efficient training of DNNs
  ☆70Updated 3 years ago
• xvyaward / owq
  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
• Qualcomm-AI-research / outlier-free-transformers
  ☆44Updated 2 years ago
• Qualcomm-AI-research / gptvq
  ☆40Updated last year
• snu-comparch / Tender
  Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)
  ☆25Updated last year
• yaozhewei / HAP
  ☆43Updated 2 years ago
• stepbuystep / LightNAS
  You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms
  ☆12Updated 2 years ago
• VITA-Group / Q-Hitter
  ☆16Updated last year
• clevercool / ANT-Quantization
  ☆113Updated 2 years ago
• GATECH-EIC / Auto-NBA
  [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
• htqin / BiBERT
  This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.
  ☆89Updated 2 years ago
• zhexinli / Q-ViT-DeiT
  DeiT implementation for Q-ViT
  ☆25Updated 9 months ago
• NaelF / BinaryCoP
  Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices
  ☆12Updated 4 years ago
• ucb-bar / dosa
  DOSA: Differentiable Model-Based One-Loop Search for DNN Accelerators
  ☆18Updated last year
• PingchengDong / GQA-LUT
  The official implementation of the DAC 2024 paper GQA-LUT
  ☆20Updated last year
• kssteven418 / I-BERT
  [ICML'21 Oral] I-BERT: Integer-only BERT Quantization
  ☆265Updated 3 years ago
• sjtu-epcc / DVABatch
  ☆21Updated 3 years ago
• ttambe / AdaptivFloat
  Adaptive floating-point based numerical format for resilient deep learning
  ☆14Updated 3 years ago
• mit-han-lab / spatten
  [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning
  ☆122Updated last year
• facebookresearch / bit
  Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer
  ☆114Updated 2 years ago
• ChengZhang-98 / llm-mixed-q
  Official implementation of EMNLP'23 paper "Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference?"
  ☆24Updated 2 years ago
• Qualcomm-AI-research / transformer-quantization
  ☆208Updated 4 years ago