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The Top 10 Summarization Transformer Open Source Projects
Open source projects categorized as Summarization Transformer
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Text Processing
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Summarization
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deepset-ai/haystack
⭐
12,474
: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.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
IntelLabs/fastRAG
⭐
591
Efficient Retrieval Augmentation and Generation Framework
dependent packages
0
total releases
0
most recent commit
over 2 years ago
google-research/bigbird
⭐
433
Transformers for Longer Sequences
dependent packages
0
total releases
0
most recent commit
almost 4 years ago
santhoshkolloju/Abstractive-Summarization-With-Transfer-Learning
⭐
387
Abstractive summarisation using Bert as encoder and Transformer Decoder
dependent packages
0
total releases
0
most recent commit
about 3 years ago
microsoft/fastseq
⭐
373
An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pdf/2106.04718.pdf
dependent packages
0
total releases
0
most recent commit
almost 4 years ago
HHousen/TransformerSum
⭐
362
Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
dependent packages
0
total releases
0
most recent commit
about 3 years ago
xiongma/transformer-pointer-generator
⭐
314
A Abstractive Summarization Implementation with Transformer and Pointer-generator
dependent packages
0
total releases
0
most recent commit
about 5 years ago
Shivanandroy/simpleT5
⭐
305
simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.
dependent packages
0
total releases
0
most recent commit
about 3 years ago
jsksxs360/How-to-use-Transformers
⭐
271
Transformers 库快速入门教程
dependent packages
0
total releases
0
most recent commit
over 2 years ago
artitw/text2text
⭐
268
Text2Text: Crosslingual NLP/G toolkit
dependent packages
0
total releases
0
most recent commit
over 2 years ago
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