Alternatives and similar repositories for LayerMerge

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

• LiqunMa / FBI-LLM
  FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation
  ☆49Updated 11 months ago
• fla-org / flash-bidirectional-linear-attention
  Triton implement of bi-directional (non-causal) linear attention
  ☆50Updated 4 months ago
• MarkXCloud / CSpD
  The official repo of continuous speculative decoding
  ☆27Updated 3 months ago
• 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 2 years ago
• ModelTC / QLLM
  [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…
  ☆38Updated last year
• A-suozhang / ViDiT-Q
  ☆13Updated 3 months ago
• pixeli99 / MixLN
  [ICLR 2025] Official Pytorch Implementation of "Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN" by Pengxia…
  ☆24Updated 6 months ago
• ThisisBillhe / EfficientDM
  [ICLR 2024 Spotlight] This is the official PyTorch implementation of "EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Di…
  ☆60Updated last year
• Xingyu-Zheng / BiDM
  (NeurIPS 2024) BiDM: Pushing the Limit of Quantization for Diffusion Models
  ☆21Updated 7 months ago
• SprocketLab / sparse_matrix_fine_tuning
  Official repository for ICML 2024 paper "MoRe Fine-Tuning with 10x Fewer Parameters"
  ☆20Updated last month
• thu-ml / TetraJet-MXFP4Training
  Pytorch implementation of "Oscillation-Reduced MXFP4 Training for Vision Transformers" on DeiT Model Pre-training
  ☆15Updated last week
• GATECH-EIC / Linearized-LLM
  [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models
  ☆31Updated last year
• philippe-eecs / small-vision
  A big_vision inspired repo that implements a generic Auto-Encoder class capable in representation learning and generative modeling.
  ☆35Updated last year
• htqin / IR-QLoRA
  [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…
  ☆65Updated last year
• cmd2001 / KVTuner
  KVTuner: Sensitivity-Aware Layer-wise Mixed Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference
  ☆14Updated last month
• yyyyychen / LowMemoryBP
  The official implementation of the paper "Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation"
  ☆20Updated 6 months ago
• jinqixiao / ComCAT
  ☆16Updated last year
• NVlabs / SMCP
  ☆21Updated 2 years ago
• csarron / PuMer
  [ACL 2023] PuMer: Pruning and Merging Tokens for Efficient Vision Language Models
  ☆30Updated 8 months ago
• mit-han-lab / VisCompare
  A WebUI for Side-by-Side Comparison of Media (Images/Videos) Across Multiple Folders
  ☆24Updated 4 months ago
• Juanerx / Q-DiT
  [CVPR 2025] Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers
  ☆51Updated 9 months ago
• ziplab / QLLM
  [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…
  ☆27Updated last year
• ylsung / rsq
  Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"
  ☆18Updated 2 weeks ago
• VainF / Isomorphic-Pruning
  [ECCV 2024] Isomorphic Pruning for Vision Models
  ☆69Updated 11 months ago
• A-suozhang / MixDQ
  [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization
  ☆13Updated 7 months ago
• facebookresearch / Ternary_Binary_Transformer
  ACL 2023
  ☆39Updated 2 years ago
• BeSpontaneous / Scala-pytorch
  Scala(NeurIPS 2024)
  ☆10Updated 6 months ago
• RobertCsordas / moe_attention
  Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"
  ☆98Updated 9 months ago
• badripatro / efficient360
  ☆16Updated 2 years ago
• HuangOwen / QAT-ACS
  [TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"
  ☆33Updated 10 months ago