BERT-pytorch
Locomotive
| BERT-pytorch | Locomotive | |
|---|---|---|
| 1 | 2 | |
| 6,018 | 27 | |
| - | - | |
| 0.0 | 8.9 | |
| 8 months ago | about 1 month ago | |
| Python | Python | |
| Apache License 2.0 | GNU Affero General Public License v3.0 |
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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.
Locomotive
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.
LMOps - General technology for enabling AI capabilities w/ LLMs and MLLMs
bertviz - BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
lingvo - Lingvo
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
transformer-pytorch - Transformer: PyTorch Implementation of "Attention Is All You Need"
NeMo - A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
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.