v0.3.0

Summary

• Added keras_nlp.tokenizers.SentencePieceTokenizer.
• Added two token packing layers keras_nlp.layers.StartEndPacker and keras_nlp.layers.MultiSegmentPacker.
• Added two metrics, keras_nlp.metrics.RougeL and keras_nlp.metrics.RougeN based on the rouge-score package.
• Added five utilities for generating sequences, keras_nlp.utils.greedy_search, keras_nlp.utils.random_search, keras_nlp.utils.top_k_search, keras_nlp.utils.top_p_search, keras_nlp.utils.beam_search.

What's Changed

• Greedy text generation util by @chenmoneygithub in #154
• Remove incorrect embedding size limit by @mattdangerw in #195
• Fix inits for bert heads by @mattdangerw in #192
• Add keras.io links to README by @mattdangerw in #196
• Minor Corrections In ROADMAP.md by @saiteja13427 in #200
• Fix Loose Dependency Imports by @abheesht17 in #199
• Reorganize examples by @mattdangerw in #179
• Remove bert config arguments from README by @mattdangerw in #205
• Add checkpoints to BERT training by @chenmoneygithub in #184
• Run keras tuner from a temp directory by @mattdangerw in #202
• Token and position embedding minor fixes by @mattdangerw in #203
• Correct typo in WordPieceTokenizer by @abheesht17 in #208
• Add TPU support to BERT example by @chenmoneygithub in #207
• Remove type annotations for complex types by @mattdangerw in #194
• Issue 182: Modified TransformerDecoder with optional parameter by @jessechancy in #217
• Add StartEndPacker layer by @abheesht17 in #221
• Add a layer for packing inputs for BERT-likes by @mattdangerw in #88
• Ignore UserWarning to fix nightly testing breakage by @chenmoneygithub in #227
• Add ROUGE Metric by @abheesht17 in #122
• Allow long lines for links in docstrings by @mattdangerw in #229
• Random Sampling Util for Text Generation by @jessechancy in #228
• added top k search util by @jessechancy in #232
• top p search and testing by @jessechancy in #233
• Add a SentencePiece tokenizer by @mattdangerw in #218
• Add cloud training support for BERT example by @chenmoneygithub in #226
• Bump version to 0.3.0 for upcoming release by @mattdangerw in #239
• Add support for StartEndPacker packing 2D tensor by @jessechancy in #240
• Fixed Bug with Unicode Tokenizer Vocab Size by @aflah02 in #243
• Fixed Import for top_p_search util by @aflah02 in #245
• MultiSegmentPacker support for 2D dense tensor by @jessechancy in #244
• Minor fixes for multi-segment packer by @mattdangerw in #246
• Add beam search decoding util by @jessechancy in #237

New Contributors

• @saiteja13427 made their first contribution in #200
• @jessechancy made their first contribution in #217

Full Changelog: v0.2.0...v0.3.0