jimmyc96

Awesome-Efficient-LLM

A curated list for Efficient Large Language Models

Awesome-LLM-Inference

📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.

LLM4CP

LLM101n

LLM101n: Let's build a Storyteller

MiniCPM-V

MiniCPM-V 2.6: A GPT-4V Level MLLM for Single Image, Multi Image and Video on Your Phone

DeepLearningEnabledSemanticCommunicationSystems

llm.c

LLM training in simple, raw C/CUDA

fourierft

LM4VisualEncoding

[ICLR 2024 (Spotlight)] "Frozen Transformers in Language Models are Effective Visual Encoder Layers"

backdoor_federated_learning

Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)

FAN

AutoGPTQ

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

Semantic-Communication-Systems

pytorch implementation of "Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data"

llama-classification

Text classification with Foundation Language Model LLaMA

LLaMA-Adapter

[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

Awesome-Embodied-Agent-with-LLMs

This is a curated list of "Embodied AI or robot with Large Language Models" research. Watch this repository for the latest updates! 🔥

ddpo-pytorch

DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support

EMO

Emote Portrait Alive: Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions

FATE-LLM

Federated Learning for LLMs.

mamba.py

A simple and efficient Mamba implementation in pure PyTorch and MLX.

DiffusionSat

Official code repository for ICLR 2024 paper "DiffusionSat: A Generative Foundation Model for Satellite Imagery"

Awesome-Remote-Sensing-Foundation-Models

FedLoGe

llm-awq

[MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

ollama

Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.

LWM

mamba-minimal

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

gpt_paper_assistant

GPT4 based personalized ArXiv paper assistant bot

Vim

[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

HtFLlib

Configure one file for model heterogeneity. Consistent GPU memory usage for single or multiple clients.