scibert
BERT-pytorch
scibert | BERT-pytorch | |
---|---|---|
2 | 1 | |
1,402 | 6,002 | |
0.0% | - | |
0.0 | 0.0 | |
about 2 years ago | 8 months ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
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scibert
- Galactica: an AI trained on humanity's scientific knowledge
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Looking for an automatic text summarization method for academic papers
Hey if you are building Seq2Seq models to summarize papers and already have the dataset you can look into using SciBert by allenai and u might have a look at S2ORC as ur dataset. Its quite vast and expansive.
BERT-pytorch
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Lack of activation in transformer feedforward layer?
I'm curious as to why the second matrix multiplication is not followed by an activation unlike the first one. Is there any particular reason why a non-linearity would be trivial or even avoided in the second operation? For reference, variations of this can be witnessed in a number of different implementations, including BERT-pytorch and attention-is-all-you-need-pytorch.
What are some alternatives?
haystack - :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bertviz - BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
paperai - 📄 🤖 Semantic search and workflows for medical/scientific papers
clip-as-service - 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
transformer-pytorch - Transformer: PyTorch Implementation of "Attention Is All You Need"
Transformers4Rec - Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
galai - Model API for GALACTICA
cuad - CUAD (NeurIPS 2021)