IntelLabs / DyNAS-T

Related projects ⓘ

Alternatives and complementary repositories for DyNAS-T

• NVlabs / EfficientDL
  ☆30Updated 4 months ago
• apple / learning-compressible-subspaces
  ☆18Updated 3 years ago
• Sharath-girish / LilNetX
  Official PyTorch implementation of LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification
  ☆45Updated 2 years ago
• lightmatter-ai / INT-FP-QSim
  Flexible simulator for mixed precision and format simulation of LLMs and vision transformers.
  ☆43Updated last year
• lucidrains / autoregressive-linear-attention-cuda
  CUDA implementation of autoregressive linear attention, with all the latest research findings
  ☆43Updated last year
• MingSun-Tse / Why-the-State-of-Pruning-so-Confusing
  [Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Prunin…
  ☆40Updated last year
• chenjoya / dropit
  DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training (ICLR 2023)
  ☆30Updated last year
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆38Updated 9 months ago
• Dao-AILab / fast-hadamard-transform
  Fast Hadamard transform in CUDA, with a PyTorch interface
  ☆107Updated 5 months ago
• facebookresearch / MODel_opt
  Memory Optimizations for Deep Learning (ICML 2023)
  ☆59Updated 7 months ago
• pytorch-labs / superblock
  A block oriented training approach for inference time optimization.
  ☆29Updated 2 months ago
• GATECH-EIC / ShiftAddLLM
  ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
  ☆85Updated 3 weeks ago
• NVlabs / SMCP
  ☆20Updated 2 years ago
• GATECH-EIC / SuperTickets
  [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning
  ☆19Updated 2 years ago
• facebookexperimental / protoquant
  Prototype routines for GPU quantization written using PyTorch.
  ☆19Updated last week
• IST-DASLab / QIGen
  Repository for CPU Kernel Generation for LLM Inference
  ☆24Updated last year
• TomerRonen34 / mixed-resolution-vit
  ☆49Updated last year
• mit-han-lab / patch_conv
  Patch convolution to avoid large GPU memory usage of Conv2D
  ☆79Updated 5 months ago
• thu-ml / Jetfire-INT8Training
  ☆21Updated 3 months ago
• graphcore-research / out-of-the-box-fp8-training
  Demo of the unit_scaling library, showing how a model can be easily adapted to train in FP8.
  ☆35Updated 3 months ago
• neuralmagic / compressed-tensors
  A safetensors extension to efficiently store sparse quantized tensors on disk
  ☆46Updated this week
• megvii-research / IntLLaMA
  IntLLaMA: A fast and light quantization solution for LLaMA
  ☆18Updated last year
• facebookresearch / Ternary_Binary_Transformer
  ACL 2023
  ☆38Updated last year
• gregorbachmann / scaling_mlps
  ☆50Updated 4 months ago
• ziplab / QLLM
  [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…
  ☆19Updated 7 months ago
• fmfi-compbio / admm-pruning
  ☆17Updated 3 months ago
• habanero-lab / APPy
  APPy (Annotated Parallelism for Python) enables users to annotate loops and tensor expressions in Python with compiler directives akin to…
  ☆20Updated 7 months ago
• MAC-AutoML / OMPQ
  ☆24Updated 2 years ago
• srush / triton-autodiff
  Experiment of using Tangent to autodiff triton
  ☆71Updated 9 months ago
• graphcore-research / unit-scaling
  A library for unit scaling in PyTorch
  ☆105Updated this week