Lightning-Universe / lightning-transformers
Flexible components pairing š¤ Transformers with Pytorch Lightning
ā612Updated 2 years ago
Alternatives and similar repositories for lightning-transformers:
Users that are interested in lightning-transformers are comparing it to the libraries listed below
- FastFormers - highly efficient transformer models for NLUā703Updated last year
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)ā325Updated last year
- A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorchā221Updated last year
- Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraintā371Updated 10 months ago
- NL-Augmenter š¦ ā š A Collaborative Repository of Natural Language Transformationsā779Updated 8 months ago
- Library for 8-bit optimizers and quantization routines.ā717Updated 2 years ago
- Understanding the Difficulty of Training Transformersā328Updated 2 years ago
- Configuration classes enabling type-safe PyTorch configuration for Hydra appsā210Updated 2 years ago
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pā¦ā429Updated 2 years ago
- Parallelformers: An Efficient Model Parallelization Toolkit for Deploymentā781Updated last year
- Repository containing code for "How to Train BERT with an Academic Budget" paperā310Updated last year
- ā490Updated 11 months ago
- Fast, general, and tested differentiable structured prediction in PyTorchā1,109Updated 2 years ago
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in cā¦ā361Updated 2 years ago
- Pytorch Lightning code guideline for conferencesā1,245Updated last year
- Long Range Arena for Benchmarking Efficient Transformersā740Updated last year
- A Visual Analysis Tool to Explore Learned Representations in Transformers Modelsā587Updated 11 months ago
- An implementation of masked language modeling for Pytorch, made as concise and simple as possibleā178Updated last year
- Fast Block Sparse Matrices for Pytorchā546Updated 4 years ago
- Robustness Gym is an evaluation toolkit for machine learning.ā442Updated 2 years ago
- Enabling easy statistical significance testing for deep neural networks.ā329Updated 6 months ago
- Prune a model while finetuning or training.ā398Updated 2 years ago
- Toolbox of models, callbacks, and datasets for AI/ML researchers.ā1,709Updated 3 weeks ago
- Task-based datasets, preprocessing, and evaluation for sequence models.ā568Updated this week
- A library to inspect and extract intermediate layers of PyTorch models.ā470Updated 2 years ago
- Code for the ALiBi method for transformer language models (ICLR 2022)ā512Updated last year
- Transformers for Longer Sequencesā586Updated 2 years ago
- Officially supported AllenNLP modelsā534Updated 2 years ago
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.ā1,161Updated this week
- Model explainability that works seamlessly with š¤ transformers. Explain your transformers model in just 2 lines of code.ā1,317Updated last year