compression

22 projets partagent ce topic GitHub

Les traits relient les membres réellement apparentés entre eux. La taille des points suit les étoiles.

🧬 Membres

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding…

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy,…

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

An extensible, state-of-the-art framework for columnar compression, and the fastest FOSS columnar file…

AIMET is a library that provides advanced quantization and compression techniques for trained neural network…

10x faster matrix and vector operations

Awesome-Efficient-LLM

A curated list for Efficient Large Language Models

A PyTorch library and evaluation platform for end-to-end compression research

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

Awesome-Knowledge-Distillation-of-LLMs

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break…

Neural Network Compression Framework for enhanced OpenVINO™ inference

A powerful model compression framework for LLMs and LVLMs, adapted for NVIDIA GPUs and Huawei Ascend NPUs.

[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image…

DFloat11 [NeurIPS '25]: Lossless Compression of LLMs and DiTs for Efficient GPU Inference

awesome_computer_science

The complete syllabus of Computer Science and Engineering. Roadmap, Checklist for Beginners.

Fast, efficient and accurate multi-resolution, multi-sensor 3D occupancy mapping

[NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization

Context-Engine MCP - Agentic Context Compression Suite

A Compressed Stable Diffusion for Efficient Text-to-Image Generation [ECCV'24]

On-device LLM Inference Powered by X-Bit Quantization

Context intelligence layer for LLM agents: persistent memory with write-time dedup, sensitivity tagging,…

🔗 Familles voisines

quantization 51 pruning 9 model-compression 19 gpu 93 bert 82 knowledge-distillation 16 sparsity 4 large-language-model 46

Mesuré à partir des topics GitHub communs aux deux projets, pondérés par leur rareté.