Alternatives and similar repositories for 2by4-pretrain:

Users that are interested in 2by4-pretrain are comparing it to the libraries listed below

• thu-ml / 2by4-pretrain-acc-examples
  Code for "Accelerating Transformer Pre-training with 2:4 Sparsity"
  ☆23Updated 4 months ago
• mit-han-lab / x-attention
  XAttention: Block Sparse Attention with Antidiagonal Scoring
  ☆140Updated 3 weeks ago
• thu-ml / Jetfire-INT8Training
  ☆40Updated 9 months ago
• mit-han-lab / Block-Sparse-Attention
  A sparse attention kernel supporting mix sparse patterns
  ☆192Updated 2 months ago
• andy-yang-1 / DoubleSparse
  16-fold memory access reduction with nearly no loss
  ☆90Updated 3 weeks ago
• NVlabs / COAT
  [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training
  ☆184Updated this week
• cat538 / SKVQ
  SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models
  ☆19Updated 6 months ago
• ChenMnZ / PrefixQuant
  An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization
  ☆127Updated 2 months ago
• HuangOwen / RoLoRA
  [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization
  ☆33Updated 6 months ago
• fla-org / flame
  🔥 A minimal training framework for scaling FLA models
  ☆107Updated last week
• NonvolatileMemory / flash_tree_attn
  ☆19Updated 3 months ago
• mit-han-lab / patch_conv
  Patch convolution to avoid large GPU memory usage of Conv2D
  ☆86Updated 2 months ago
• htqin / IR-QLoRA
  [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…
  ☆64Updated last year
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆270Updated 5 months ago
• sustcsonglin / fla-tilelang
  ☆19Updated last month
• feifeibear / ChituAttention
  Quantized Attention on GPU
  ☆45Updated 5 months ago
• Lucky-Lance / SPP
  [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models
  ☆20Updated 10 months ago
• Hsu1023 / DuQuant
  [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.
  ☆156Updated 6 months ago
• Intelligent-Computing-Lab-Yale / GPTQv2
  Code implementation of GPTQv2 (https://arxiv.org/abs/2504.02692)
  ☆29Updated this week
• machilusZ / FastGen
  This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
  ☆36Updated 8 months ago
• thu-nics / MBQ
  The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"
  ☆37Updated last month
• Aaronhuang-778 / SliM-LLM
  SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
  ☆29Updated 8 months ago
• Equationliu / Kangaroo
  [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…
  ☆51Updated 9 months ago
• LiuXiaoxuanPKU / OSD
  ☆48Updated 4 months ago
• thu-nics / ViDiT-Q
  [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
  ☆77Updated last month
• ruipeterpan / specreason
  PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [arXiv '25]
  ☆27Updated this week
• INT-FlashAttention2024 / INT-FlashAttention
  ☆68Updated 2 months ago
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆159Updated 9 months ago
• thu-nics / qllm-eval
  Code Repository of Evaluating Quantized Large Language Models
  ☆121Updated 7 months ago
• hdong920 / LESS
  ☆50Updated 11 months ago