Large Language Model (LLM) Systems Paper List

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On-Device Training Under 256KB Memory [NeurIPS'22]

Demonstrations of Loss of Plasticity and Implementation of Continual Backpropagation

WasmEdge is a lightweight, high-performance, and extensible WebAssembly runtime for cloud native, edge, and decentralized applications. It powers serverless apps, embedded functions, microservices,…

The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch

Dataset pruning for ImageNet and LAION-2B.

A curated list of awesome papers on dataset distillation and related applications.

A subjective learning guide for generative AI research

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

Single Image to 3D using Cross-Domain Diffusion for 3D Generation

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

Official implementation of CVPR23 paper "Diffusion-based Generation, Optimization, and Planning in 3D Scenes"

Open Machine Learning Compiler Framework

High-performance In-browser LLM Inference Engine

Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba. Full multimodal LLM Android App:[MNN-LLM-Android](./apps/Android/MnnLlmChat/READ…

Biomes is an open source sandbox MMORPG built for the web using web technologies such as Next.js, Typescript, React and WebAssembly.

Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference

Let us control diffusion models!

Simple samples for TensorRT programming

Everything about note management. All in Zotero.

A collection of resources on controllable generation with text-to-image diffusion models.

This respository contains the code for the CVPR 2023 paper SINE: SINgle Image Editing with Text-to-Image Diffusion Models.

[ICRA'23] BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

Code for paper "ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection" (MobiSys'23)

[ICLR 2023 & IJCV 2025] SeaFormer: Squeeze-enhanced Axial Transformer