v0.4.4 - Embeddings with sentence transformers

What's Changed

• Embeddings: IPEX optimize requires model.eval() called first. by @markstur in #318
• Revert "Add granite modeling llama main" by @gkumbhat in #321
• Add sentence-transformers to dependencies for real by @markstur in #319
• added tokenization tasks to serve tokenization requests by @swith004 in #325
• Wrapped sentence transformer by @markstur in #328

Full Changelog: v0.4.3...v0.4.4

v0.4.3 - Support for gpt megatron architecture

What's Changed

• bump dockerfile ubi base by @dtrifiro in #303
• 🥅 Handle empty text for filtered span classification by @evaline-ju in #304
• 🔊 Add model and tokenizer time logging by @gkumbhat in #309
• Add granite modeling llama main by @gkumbhat in #314
• Embeddings: Fix retry error handling to return first exception. Default to zero retries. by @markstur in #316

Full Changelog: v0.4.2...v0.4.3

v0.4.2

What's Changed

• set learning_rate typing to float by @alonh in #300
• Update caikit[runtime-grpc,runtime-http] requirement from <0.26.0,>=0.25.0 to >=0.25.0,<0.27.0 by @dependabot in #301

New Contributors

• @alonh made their first contribution in #300

Full Changelog: v0.4.1...v0.4.2

v0.4.1 - first pypi release

What's Changed

• deps: update peft to install from pypi by @anhuong in #265

New Contributors

• @anhuong made their first contribution in #265

Full Changelog: 0.4.0...v0.4.1

0.4.0 - text embeddings

What's Changed

• tests: make models fixtures session-scoped by @dtrifiro in #262
• 🥅 Disallow empty train streams by @evaline-ju in #259
• Add dockerfile by @dtrifiro in #244
• Add preserve input text inference by @Ssukriti in #267
• 👷 Update github action workflow rule for release branches by @gkumbhat in #269
• Add embedding task by @markstur in #224
• Add rerank and sentence-similarity tasks to text embedding module by @markstur in #235
• 🐛 Fix the ordering of arguments in all the stream text gen functions by @gkumbhat in #276
• 🧑‍💻 Improve regex for directory validation by @gkumbhat in #275
• Text Embedding: Add optimizations with PT2_COMPILE and/or IPEX by @markstur in #274
• Text Embedding: Truncation allow or fail with optional parameter by @markstur in #277
• Add Sukriti by @gkumbhat in #286
• dockerfile: build wheel in container by @dtrifiro in #289
• Migrate hf trainer by @gkumbhat in #287
• Add max size information to error message by @gkumbhat in #290
• Fix prompt unload (main) by @joerunde in #284
• fix example:pass learning rate to peft by @Ssukriti in #294
• Text Embedding: Fix concurrency errors by @markstur in #291
• 🐛 Tox install by @evaline-ju in #296
• Revert "Migrate hf trainer" by @Ssukriti in #297

New Contributors

• @markstur made their first contribution in #224

Full Changelog: 0.3.0...0.4.0

0.3.3 - TGIS prompt purge bugfix

Fixes a bug where the code to unload prompt artifacts on model deletion was calling an api that didn't exist

#282

0.3.2 - Error message improvements

Includes #281

0.3.1

What's Changed

• 🐛 Fix the ordering of arguments in all the stream text gen functions by @gkumbhat in #268

Full Changelog: 0.3.0...0.3.1

0.3.0

What's Changed

• Expose seed by @tharapalanivel in #201
• Refactor / Consolidate Batch Tokenization for Causal Language Modeling by @alex-jw-brooks in #192
• Validation checks by @tharapalanivel in #200
• 🐛 Align inference params order by @tharapalanivel in #204
• fix link for contributing info by @jimknochelmann in #195
• fix imports for caikit >=0.15.0 by @dtrifiro in #209
• Fix tokenization path by @gkumbhat in #202
• Add ft loss logging by @gkumbhat in #208
• ✨ Add support for reading base model from base models dir by @gkumbhat in #211
• use arg use_cpu instead of no_cuda by @alex-jw-brooks in #215
• Remove stop sequence default by @tharapalanivel in #213
• 🐛 Add support for setting random seed for prompt tuning training by @gkumbhat in #217
• Causal LM tokenization: Chunking and seq2seq Forward by @alex-jw-brooks in #206
• Resync inf params tgis by @gkumbhat in #220
• 🥅 Disallow empty train streams by @evaline-ju in #223
• ⬆️ Update caikit[runtime-grpc,runtime-http] requirement from <0.21.0,>=0.18.1 to >=0.18.1,<0.22.0 by @dependabot in #227
• model_run_utils: return correct input_token_count by @dtrifiro in #228
• Add support for sequence lengths in eval by @alex-jw-brooks in #232
• Revert ":goal_net: Disallow empty train streams" by @gkumbhat in #234
• ⬆️ Update build requirement from <1.0,>=0.10.0 to >=0.10.0,<2.0 by @dependabot in #164
• Make verbalizer rendering optional in eval script by @alex-jw-brooks in #231
• 🧑‍💻 Fix docstring formatting function call by @gkumbhat in #219
• proposal: use setuptools/setuptools_scm for building by @dtrifiro in #216
• Update to tasks by @tharapalanivel in #236
• fix pylint warnings by @dtrifiro in #240
• pyproject: use setuptools' automatic discovery by @dtrifiro in #239
• 🚑🔧 Fix sequencing of arguments on run function by @gkumbhat in #241
• tox: run pytest with --durations flag to list tests run time by @dtrifiro in #246
• return correct finish reasons in generate_text_func by @dtrifiro in #210
• Speed up tests by @dtrifiro in #249
• 🐛 Fix loss tensor to float conversion by @gkumbhat in #258
• Add data limitation by @gkumbhat in #255
• fix uncaught exception in http client by @dtrifiro in #247
• Update training data validation to consider global and module level defaults by @gkumbhat in #264

New Contributors

• @jimknochelmann made their first contribution in #195
• @dtrifiro made their first contribution in #209

Full Changelog: 0.2.1...0.3.0

0.2.1

What's Changed

• Added benchmarking results to main README.md by @olson-ibm in #176
• Experiment sharding rebase (multi GPU support for Find Tuning) by @alex-jw-brooks and @gkumbhat in #156
• 🐛 Fix eval script for updated run datamodel by @gkumbhat in #184
• Add loss logging prompt-tuning by @gkumbhat in #189
• fix: use cli args for metrics to run by @timrbula in #193
• [caikit-nlp-163] Refactor peft module to take out common peft config functionality by @rawkintrevo and @alex-jw-brooks in #197
• SupportCaikitZeroTwenty: Bump caikit range to allow for 0.20 by @gabe-l-hart in #199
• Fix dtype prompt tuning by @gkumbhat in #198

New Contributors

• @timrbula made their first contribution in #193

Full Changelog: 0.2.0...0.2.1