Seq2SeqSharp Versions Save

Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported, cross-platforms (Windows, Linux, x86, x64, ARM), multimodal model for text and images and so on.

RELEASE_2_7_0

11 months ago

Full Changelog: https://github.com/zhongkaifu/Seq2SeqSharp/compare/RELEASE_2_5_0...RELEASE_2_7_0

RELEASE_2_5_0

1 year ago

A couple of important upgrades are included in this package, such as

  1. Pointer generator
  2. Decoding prompting
  3. Optmized decoding strategy
  4. Tag embeddings
  5. ProtoBuf supporting
  6. Build-in SentencePiece calling
  7. Web application/apis
  8. And so on.

The demo package is also updated and more new applications are included.

RELEASE_2_4_1

2 years ago
  1. Adding demo for seuqnce labeling task (both training and test)
  2. Adding translation model between Russian and English
  3. Update English-Chinese translation model using top-p sampling with decay weights decoding
  4. Update Chinese medical QA demo using top-p sampling with decay weights decoding

What's Changed

Full Changelog: https://github.com/zhongkaifu/Seq2SeqSharp/compare/RELEASE_2_4...RELEASE_2_4_1

RELEASE_2_4

2 years ago

Some new features added and performance improvement. In release package, add a new multi-languages translation model for English to CJK (Chinese, Japanese and Korean).

RELEASE_2_3_1

2 years ago

Add new application tools for multi-tasks. Retrained some models using larger vocabularies