IanZ2020

llark

Code for the paper "LLark: A Multimodal Instruction-Following Language Model for Music" by Josh Gardner, Simon Durand, Daniel Stoller, and Rachel Bittner.

TensorRT-LLM

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

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.

UnarySim

This is a general-purpose simulator for unary computing based on PyTorch, with the paper accepted to ISCA 2020 and awarded IEEE Micro Top Pick for 2020.

SC_ONN_SIM

This is a transaction-level, event-driven python-based simulator for evaluation of stochastic computing based optical neural network accelerators for various quantized Convolutional Neural Network models. This can generate metrics of an accelerator like latency, area, energy consumption and power

SC-DNN

Stochastic Computing for Deep Neural Networks

VLMEvalKit

Open-source evaluation toolkit of large vision-language models (LVLMs), support ~100 VLMs, 30+ benchmarks

scaper

A library for soundscape synthesis and augmentation

BitBench

A benchmark suite for bitstream computing

BitSAD.jl

Bitstream computing got you a bit sad? Just use BitSAD!

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

awesome_LLMs_interview_notes

LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案

LLMs_interview_notes

该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题

wanda

A simple and effective LLM pruning approach.

DPR

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

LLM-Augmenter

GRE-All-In-One

All the GRE learning materials you will need

CoDA_NeurIPS2023

Official code for NeurIPS2023 paper: CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object Detection

Computational_Physics

Torch-Pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

lm-evaluation-harness

A framework for few-shot evaluation of language models.

open_llama

OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset

EasySpider

A visual no-code/code-free web crawler/spider易采集：一个可视化浏览器自动化测试/数据采集/爬虫软件，可以无代码图形化的设计和执行爬虫任务。别名：ServiceWrapper面向Web应用的智能化服务封装系统。

pg-is-all-you-need

Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

ECG-DL

为医学物理实验期末设计实验的代码库。该实验针对心电图信号设计模型结构完成5分类任务。

Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

langchain

🦜🔗 Build context-aware reasoning applications

MiniGPT-4

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)