cuad
BERT-pytorch
cuad | BERT-pytorch | |
---|---|---|
5 | 1 | |
360 | 6,018 | |
- | - | |
0.0 | 0.0 | |
10 months ago | 8 months ago | |
Python | Python | |
- | Apache License 2.0 |
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cuad
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?
BERTopic - Leveraging BERT and c-TF-IDF to create easily interpretable topics.
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.)
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.
scibert - A BERT model for scientific text.
attention-is-all-you-need-pytorch - A PyTorch implementation of the Transformer model in "Attention is All You Need".
keras-xlnet - Implementation of XLNet that can load pretrained checkpoints