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simpletransformers
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| BERTweet | simpletransformers | |
|---|---|---|
| 1 | 6 | |
| 555 | 3,972 | |
| 2.9% | - | |
| 2.6 | 7.3 | |
| 4 months ago | 27 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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simpletransformers
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Huggingface is a great idea poorly executed.
You might try this: https://github.com/ThilinaRajapakse/simpletransformers
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Neural Search Tutorial
Getting embeddings from BERT Encoder
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Neural Search Step-by-Step
Tutorial includes: - What is the Neural Search? - Getting embeddings from BERT Encoder - Using vector search engine Qdrant - Creating an API server with FastAPI.
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Document Classification
If you want to do text classification hugging face transformers is great. There's also a simple version for it: https://github.com/ThilinaRajapakse/simpletransformers
What are some alternatives?
minGPT - A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
DeBERTa - The implementation of DeBERTa
layout-parser - A Unified Toolkit for Deep Learning Based Document Image Analysis
kiri - Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production
rasa - 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
Questgen.ai - Question generation using state-of-the-art Natural Language Processing algorithms
CoWin-Vaccine-Notifier - Automated Python Script to retrieve vaccine slots availability and get notified when a slot is available.
kiri - Kiri is a visual tool designed for reviewing schematics and layouts of KiCad projects that are version-controlled with Git.
nlu - 1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
DialogRPT - EMNLP 2020: "Dialogue Response Ranking Training with Large-Scale Human Feedback Data"