BERT-for-Mobile
CodeSearchNet
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BERT-for-Mobile | CodeSearchNet | |
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1 | 2 | |
29 | 1,904 | |
- | - | |
0.0 | 0.0 | |
over 3 years ago | about 2 years ago | |
Jupyter Notebook | Jupyter Notebook | |
- | MIT License |
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BERT-for-Mobile
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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.
CodeSearchNet
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Fine tuning
The CodeSearchNet challenge provides a dataset of code documentation comments, along with pre-trained models and fine-tuning scripts. You can find the challenge and resources at https://github.com/github/CodeSearchNet.
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Speedtyper.dev: Type racing for programmers
https://github.com/github/CodeSearchNet#downloading-data-from-s3
What are some alternatives?
tf-transformers - State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).
AI-For-Beginners - 12 Weeks, 24 Lessons, AI for All!
TFLiteClassification - TensorFlow Lite Image Classification Python Implementation
data - Data and code behind the articles and graphics at FiveThirtyEight
AnnA_Anki_neuronal_Appendix - Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
awesome-speech-recognition-speech-synthesis-papers - Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
tfjs-models - Pretrained models for TensorFlow.js
pycaret - An open-source, low-code machine learning library in Python
pytorch-sentiment-analysis - Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
pytorch-GAT - My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
predict-subreddit - NLP model that predicts subreddit based on the title of a post
trulens - Evaluation and Tracking for LLM Experiments