Richard Sun's repositories
sequence-labeling-tutorial
A sequence labeling model based on LSTM-CRF architecture
a-PyTorch-Tutorial-to-Sequence-Labeling
Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling
alpaca-lora
Instruct-tune LLaMA on consumer hardware
DeepLearningExamples
Deep Learning Examples
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
glow-pytorch
PyTorch implementation of Glow
LLaMA-8bit-LoRA
Repository for Chat LLaMA - training a LoRA for the LLaMA (1 or 2) models on HuggingFace with 8-bit or 4-bit quantization. Research only.
LLaMA-Megatron-DeepSpeed
Ongoing research training transformer language models at scale, including: BERT & GPT-2
lstm-crf-pytorch
LSTM-CRF in PyTorch
normalizing_flows_demo
Explore the hypes of models with normalizing flows
OpenNMT-py
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
py_sa_gcnn
sentiment analysis graph cnn in pytorch
python-crfsuite
A python binding for crfsuite
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
pytorch-normalizing-flows
Normalizing flows in PyTorch. Current intended use is education not production.
pytorch_lstmcrf
Pytorch implementation of LSTM-CRF for named entity recognition
pyTorchTree
Recursive Neural Network and Tree LSTM implementations in pyTorch for sentiment analysis
segment_crf_classification
text classification using neural CRF
statnlp-neural
statnlp-neural
Text-Classification-Models-Pytorch
Implementation of State-of-the-art Text Classification Models in Pytorch
text_classification
all kinds of text classification models and more with deep learning
tree-lstm-model
Represent a constituency parsing tree