lightnlg
NLG toolkit
A minimalistic codebase for training and interacting with NLG models from HuggingFace Transformers using PyTorch Lightning.
A minimalistic codebase for training NLG models from HuggingFace Transformers using PyTorch Lightning.
3 stars
1 watching
0 forks
Language: Python
last commit: almost 2 years ago
Linked from 1 awesome list
bartgenerationgpt-2language-modelnlgnlppytorchpytorch-lightning
Related projects:
Repository | Description | Stars |
---|---|---|
lightning-universe/lightning-bolts | Provides a toolbox of components to extend PyTorch Lightning for deep learning research and production | 1,693 |
thiagocf05/webnlg | Provides intermediate representations of data for NLG tasks like Discourse Ordering and Lexicalization | 69 |
zhanghang1989/pytorch-encoding | A Python framework for building deep learning models with optimized encoding layers and batch normalization. | 2,041 |
hjmshi/pytorch-lbfgs | A PyTorch implementation of L-BFGS optimization algorithm for training neural networks | 586 |
shawnwun/rnnlg | A toolkit for benchmarking Natural Language Generation in Spoken Dialogue Systems | 490 |
pytorch/tnt | A collection of tools and utilities for building and training neural networks with PyTorch. | 1,663 |
rguthrie3/deeplearningfornlpinpytorch | A comprehensive tutorial on deep learning for natural language processing with PyTorch, covering the basics and advancing to linguistic structure prediction. | 1,940 |
kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,217 |
l0sg/relational-rnn-pytorch | An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling | 244 |
bloodaxe/pytorch-toolbelt | A comprehensive Python library with PyTorch extensions for rapid prototyping and machine learning model development. | 1,520 |
huggingface/pytorch-openai-transformer-lm | Implementing OpenAI's transformer language model in PyTorch with pre-trained weights and fine-tuning capabilities | 1,511 |
microsoft/prophetnet | A collection of research implementations and models for natural language generation | 691 |
lupoglaz/godotaigym | Enables training of reinforcement learning models with PyTorch on Godot Engine using shared memory | 214 |
delip/pytorchnlpbook | A comprehensive Python tutorial and codebase for building natural language processing applications with PyTorch. | 1,991 |
cltk/cltk | A Python library offering natural language processing capabilities for pre-modern languages | 839 |