MacGuffin230

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

optuna

A hyperparameter optimization framework

open_clip

An open source implementation of CLIP.

DeepSpeedExamples

Example models using DeepSpeed

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

BLIP

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

Chinese-CLIP

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

AutoGPTQ

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

soot

Soot - A Java optimization framework

exllama

A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.

transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

GPT2-NewsTitle

Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。

keras-self-attention

Attention mechanism for processing sequential data that considers the context for each timestamp.

SootUp

A new version of Soot with a completely overhauled architecture

bert-nmt

OFA-Chinese

transformers结构的中文OFA模型

UniIE

RankNet

Learning to Rank from Pair-wise data

MCAN_code

Multimodal Fusion with Co-Attention Networks for Fake News Detection

Hyperparameter-Tuning-In-LSTM-Network

Hyperparameter Tuning in LSTM using Genetic Algorithm, Bayesian Optimization, Random Search, Grid Search.

Low-resource-text-translation

科大讯飞低资源多语种文本翻译挑战赛获奖方案

Computer-Vision-OpenCV

此项目主要是本人在研究生期间在计算机视觉方面的研究所学习的内容和程序，其中有收集前人的代码，也有自己改进的代码。会随时更新，仅供大家参考学习并讨论之用。另外本人是计算机视觉和深度学习方面的在读研究生，有需要一起沟通的话，可以联系微信：sincos246835

X-Gear

Code for our ACL-2022 paper "Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction".

Fine-tuning-an-LLM-using-LoRA

📚 Text Classification with LoRA (Low-Rank Adaptation) of Language Models - Efficiently fine-tune large language models for text classification tasks using the Stanford Sentiment Treebank (SST-2) dataset and the LoRA technique.

RankNet

An implementation of RankNet using TensorFlow and Keras

DissectVulDetection

MEDIUM_ARTICLES

repo for all the code on the medium articles

GhotiNLP

for CMPT 413 projects