tf-transformers
BERT-for-Mobile
Our great sponsors
| tf-transformers | BERT-for-Mobile | |
|---|---|---|
| 5 | 1 | |
| 84 | 29 | |
| - | - | |
| 1.7 | 0.0 | |
| about 1 year ago | over 3 years ago | |
| Jupyter Notebook | Jupyter Notebook | |
| Apache License 2.0 | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tf-transformers
-
Tensorflow-Transformers 2.0 ( for NLP, CV, Audio )
Code : GitHub - legacyai/tf-transformers: State of the art faster Natural Language Processing in Tensorflow 2.0 . 1 Website : https://legacyai.github.io/tf-transformers 1
- [P] Production Ready NLP Deep learning tutorials on tensorflow 2.0. tf-transformers
- Do we really need to Dstill Language Models? Joint loss is all we need - Albert-Joint .
-
tf-transformers : State of the art faster NLP in Tensorflow 2.0 . 80 % faster to existing TF based libraries.
Faster Auto Regressive Decoding using Tensorflow2. Faster than PyTorch in most experiments (V100 GPU). 80% faster compared to existing TF based libraries (relative difference) Refer benchmark code.
- [D] Why is tensorflow so hated on and pytorch is the cool kids framework?
BERT-for-Mobile
-
Which lightweight BERT model would you recommend with TensorFlow.js on React Native?
MobileBERT is strangely not compatible with Tensorflow 2.0. However, it is widely in use, for example there. Also, an interesting benchmark.
What are some alternatives?
medspacy - Library for clinical NLP with spaCy.
TFLiteClassification - TensorFlow Lite Image Classification Python Implementation
flax - Flax is a neural network library for JAX that is designed for flexibility.
AnnA_Anki_neuronal_Appendix - Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
MIRNet-TFJS - TensorFlow JS models for MIRNet for low-light💡 image enhancement
tfjs-models - Pretrained models for TensorFlow.js
bertviz - BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
pytorch-sentiment-analysis - Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
gpt-3-simple-tutorial - Generate SQL from Natural Language Sentences using OpenAI's GPT-3 Model
predict-subreddit - NLP model that predicts subreddit based on the title of a post
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
CodeSearchNet - Datasets, tools, and benchmarks for representation learning of code.