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v1.2.0

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@lfoppiano lfoppiano released this 20 Oct 16:35
· 8 commits to master since this release
0e0809e

What's Changed

  • Save model weights as safetensors by default, load either format by @lfoppiano in #245
  • Configure Dependabot for minor updates and GitHub Actions (dev) by @lfoppiano in #247
  • chore(deps): bump the actions group with 2 updates by @dependabot[bot] in #249
  • fix: tag with the ChainCRF models, whose decoders return a tensor by @lfoppiano in #241
  • chore(deps): bump the documentation group across 2 directories with 3 updates by @dependabot[bot] in #251
  • chore(deps): bump pandas from 2.2.3 to 2.3.3 by @dependabot[bot] in #252
  • chore(deps): bump lmdb from 2.1.1 to 2.3.0 by @dependabot[bot] in #254
  • chore(deps-dev): update ruff requirement from <0.16.0 to <0.17.0 by @dependabot[bot] in #253
  • ci: build the branches concurrently by @lfoppiano in #255
  • chore(deps): bump transformers from 5.7.0 to 5.17.0 in the huggingface group across 1 directory by @dependabot[bot] in #250
  • Give each word the label of its first sub-token when tagging with a transformer by @lfoppiano in #242
  • feat: add --suffix to keep several models of a task and architecture by @lfoppiano in #246
  • warn when the sequence is larger than the model max_tokens_length by @lfoppiano in #244
  • Get models from huggingface by @lfoppiano in #258
  • Add a warning when --transformer and --embeddins are ignored by @lfoppiano in #260
  • Publish models to huggingface by @lfoppiano in #259
  • Integration/fixes and features by @lfoppiano in #261
  • Improve model loading from URLs and directories by @lfoppiano in #262
  • feat: implement sliding windows for larger sequences by @lfoppiano in #263
  • feat: read the texts of a classification data set from disk by @lfoppiano in #264
  • feat: report the mean and the standard deviation of the scores over t… by @lfoppiano in #266
  • Fix regression in saving safetensors by @lfoppiano in #269
  • chore(deps): bump unidecode from 1.3.2 to 1.4.0 by @dependabot[bot] in #270
  • chore(deps): bump scikit-learn from 1.6.1 to 1.7.2 by @dependabot[bot] in #271
  • Add modern static embeddings by @lfoppiano in #238
  • Add --seed in every application as CLI parameter by @lfoppiano in #273
  • Contextual embeddings from a frozen transformer by @lfoppiano in #239
  • fix: fit the preprocessor of a fold model on the training data of the… by @lfoppiano in #265
  • feat: features channel for text classification by @lfoppiano in #268
  • Rewrite the CRF Loss computation to increase GPU usage during training by @lfoppiano in #275
  • Fixes to the contextual embeddings by @lfoppiano in #277
  • Test array by @lfoppiano in #278
  • Stack embeddings, e.g. static and contextual ones, by concatenation by @lfoppiano in #257
  • chore(deps): bump transformers from 5.17.0 to 5.18.0 in the huggingface group across 1 directory by @dependabot[bot] in #279
  • Add an nfold profile to the array submitter by @lfoppiano in #280
  • audit before release by @lfoppiano in #285

Full Changelog: v1.1.0...v1.2.0