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Посмотрите пж че mypy ругается. Нейросеть с этим не справилась. |
Samoed
requested changes
Mar 18, 2025
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| model_name = self.model_config.model_name | ||
| self._tokenizer = AutoTokenizer.from_pretrained(model_name) | ||
| self._model = AutoModelForSequenceClassification.from_pretrained(model_name, num_labels=num_labels) |
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Модель на device не перенес (можно вроде в тренер передавать)
voorhs
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Mar 19, 2025
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| trainer = Trainer( | ||
| model=self._model, | ||
| args=training_args, | ||
| train_dataset=tokenized_dataset, | ||
| tokenizer=self._tokenizer, | ||
| data_collator=DataCollatorWithPadding(tokenizer=self._tokenizer), | ||
| ) | ||
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| trainer.train() |
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насколько я понимаю нужно написать Trainer(model=self._model.to(device), ...), чтобы обучение производилось на гпу
возможно не прав, скажи потом если у тебя оно само на гпу перекидывалось
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желательно просто этот параметр инферить из EmbedderConfig
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use_cpu=(self.model_config.device == "cpu")
Samoed
reviewed
Mar 20, 2025
voorhs
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Mar 21, 2025
voorhs
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Mar 21, 2025
voorhs
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Mar 21, 2025
* refactor configs * add proper configs to BERTScorer * fix typing * fix tokenizer's parameters * fix transformers and accelerate issue * Update optimizer_config.schema.json * bug fix * update callback test * fix tests --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
voorhs
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Mar 24, 2025
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а ты пробовал прогонять на гпу? я просто в predict не вижу переноса батчей на девайс. как будто на cpu код всегда будет работать а с гпу нет
* fix * fix codestyle
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voorhs
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Mar 24, 2025
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| model_name = self.model_config.model_name | ||
| self._tokenizer = AutoTokenizer.from_pretrained(model_name) | ||
| self._model = AutoModelForSequenceClassification.from_pretrained(model_name, num_labels=self._n_classes) |
voorhs
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Mar 24, 2025
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| all_predictions = [] | ||
| for i in range(0, len(utterances), self.batch_size): | ||
| batch = utterances[i : i + self.batch_size] | ||
| inputs = self._tokenizer(batch, return_tensors="pt", **self.model_config.tokenizer_config.model_dump()) | ||
| with torch.no_grad(): | ||
| outputs = self._model(**inputs) | ||
| logits = outputs.logits | ||
| if self._multilabel: | ||
| batch_predictions = torch.sigmoid(logits).numpy() | ||
| else: | ||
| batch_predictions = torch.softmax(logits, dim=1).numpy() | ||
| all_predictions.append(batch_predictions) |
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* Added code for full tuning * work on review * renaming * fix ruff * mypy test * ignote mypy * Feat/bert scorer config refactoring (#168) * refactor configs * add proper configs to BERTScorer * fix typing * fix tokenizer's parameters * fix transformers and accelerate issue * Update optimizer_config.schema.json * bug fix * update callback test * fix tests --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * delete validate_task * report_to * batches * Fix/docs building for bert scorer (#171) * fix * fix codestyle --------- Co-authored-by: Алексеев Илья <44509110+voorhs@users.noreply.github.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
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* Added code for full tuning * work on review * renaming * fix ruff * mypy test * ignote mypy * Feat/bert scorer config refactoring (#168) * refactor configs * add proper configs to BERTScorer * fix typing * fix tokenizer's parameters * fix transformers and accelerate issue * Update optimizer_config.schema.json * bug fix * update callback test * fix tests --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * delete validate_task * report_to * batches * Fix/docs building for bert scorer (#171) * fix * fix codestyle --------- Co-authored-by: Алексеев Илья <44509110+voorhs@users.noreply.github.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
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* added lora scorer * fix ruff * Update __init__.py * updated after mr #165 * Update pyproject.toml * fixed requested changes * fixed ruff failing * fixed remarks * Update optimizer_config.schema.json * added test * ruff fix * convert labels to float * Update autointent/modules/scoring/_lora/lora.py Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * Update autointent/modules/scoring/_lora/lora.py Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * change model_config name, added trust_remote_code * Update lora.py * inherited lora from bert * fix ruff * fix search space * Update lora.py * Update lora.py * added dump check * Update test_lora.py * Update test_lora.py * added docstring * fix ruff * Update test_lora.py * Update test_lora.py --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com>
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* full tuning (#165) * Added code for full tuning * work on review * renaming * fix ruff * mypy test * ignote mypy * Feat/bert scorer config refactoring (#168) * refactor configs * add proper configs to BERTScorer * fix typing * fix tokenizer's parameters * fix transformers and accelerate issue * Update optimizer_config.schema.json * bug fix * update callback test * fix tests --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * delete validate_task * report_to * batches * Fix/docs building for bert scorer (#171) * fix * fix codestyle --------- Co-authored-by: Алексеев Илья <44509110+voorhs@users.noreply.github.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * bert-scorer ending (#172) * batches * tests check * fix * return to torch * fix for tests * Fix/bert scorer (#174) * fix str and float issue and shrinken search space * update `inference node config` overriding logic * fix typing * fix codestyle * fix multilabel issue * attempt to fix `inference node config` bugs * another attempt --------- Co-authored-by: Алексеев Илья <44509110+voorhs@users.noreply.github.com> * Feat/code carbon each node (#175) * feat: update codecarbon * feat: update codecarbon * feat: added codecarbon * Update optimizer_config.schema.json * fix: fixed import mypy * fix: codecarbon package * fix: only float\integer log * fix: codecarbon package * fix: mypy * fix: test * fix: delete emissions * fix: test --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * standartize pyproject & speedup tests (#176) * speedup tests * fix pyproject * Update optimizer_config.schema.json * move optional dependencies * fixes * add xdist * fix ci * download data from hub in doc * add caching * add doc cache --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * add proper `omit` definition for tests coverage report (#179) * add proper `omit` definition * Update optimizer_config.schema.json * exclude tmp from coverage report --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * add node validators (#177) * add node validators * add comments * Update optimizer_config.schema.json * rename bert model * lint * fixes * fix test --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * dumper saving (#180) * added main code for saving models * Update optimizer_config.schema.json * checker fixes * Revert "checker fixes" This reverts commit 6e32eb9. * Revert "added main code for saving models" This reverts commit 5637fb8. * drat main code for new dumper * ruf fix * comments * added code for test dumper * Check dumper (#182) * Feat/code carbon each node (#175) * feat: update codecarbon * feat: update codecarbon * feat: added codecarbon * Update optimizer_config.schema.json * fix: fixed import mypy * fix: codecarbon package * fix: only float\integer log * fix: codecarbon package * fix: mypy * fix: test * fix: delete emissions * fix: test --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * standartize pyproject & speedup tests (#176) * speedup tests * fix pyproject * Update optimizer_config.schema.json * move optional dependencies * fixes * add xdist * fix ci * download data from hub in doc * add caching * add doc cache --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * add proper `omit` definition for tests coverage report (#179) * add proper `omit` definition * Update optimizer_config.schema.json * exclude tmp from coverage report --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * add node validators (#177) * add node validators * add comments * Update optimizer_config.schema.json * rename bert model * lint * fixes * fix test --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * update makefile * update bert test * mypy workaround * attempt to fix windows permission error * workaround --------- Co-authored-by: Darinochka <39233990+Darinochka@users.noreply.github.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Алексеев Илья <44509110+voorhs@users.noreply.github.com> Co-authored-by: Darinochka <39233990+Darinochka@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * Update embedder prompt (#183) * Add trust remote code (#185) * lint * fix trust remote code * Update optimizer_config.schema.json * update fix trust remote code * fix test cllback --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * Remove autointent org from docs (#186) * lint * update paths * feat: added crossencoder (#181) * feat: added crossencoder * refactor * feat: added arg similarity * Update optimizer_config.schema.json * feat: added tests * feat: added errors * fix: scoring test * fix: description vectors error * fix: description vectors error * fix: lint * fix: test * add node validators (#177) * add node validators * add comments * Update optimizer_config.schema.json * rename bert model * lint * fixes * fix test --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * fix: unit tests * feat: added test for description * feat: delete encoder_type from the class args * feat: update assets * feat: update assets * fix: fixed test * Update optimizer_config.schema.json --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * Add few shot (#187) * init few shot * Update optimizer_config.schema.json * apply few shot to all * Update optimizer_config.schema.json * fix test * lint --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * update numpy typing (#188) * Lora scorer (#170) * added lora scorer * fix ruff * Update __init__.py * updated after mr #165 * Update pyproject.toml * fixed requested changes * fixed ruff failing * fixed remarks * Update optimizer_config.schema.json * added test * ruff fix * convert labels to float * Update autointent/modules/scoring/_lora/lora.py Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * Update autointent/modules/scoring/_lora/lora.py Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * change model_config name, added trust_remote_code * Update lora.py * inherited lora from bert * fix ruff * fix search space * Update lora.py * Update lora.py * added dump check * Update test_lora.py * Update test_lora.py * added docstring * fix ruff * Update test_lora.py * Update test_lora.py --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * PTuningScorer (#178) * Initial commit of PTuningScorer module * Added peft (>=0.10.0, <0.15.0) in dependencies * Implement fit/predict PTuningScorer * Added PTuningScorer in __init__ file * Update optimizer_config.schema.json * Minor fixs * PGH00 * Refactor clear_cache in fit method * Refactor typing ignore + remove unnecessary * Fix fit method status check * Added test for PTuningScorer * Fix mypy typing * Update and fix peft version dependencies * Fix mypy typing * Added test in multiclass.yaml, multilabel.yaml * Update docs strings * Fix mypy typing * Added trust_remote_code * make proper rst reference * Added test for dump lod * feat: added crossencoder (#181) * feat: added crossencoder * refactor * feat: added arg similarity * Update optimizer_config.schema.json * feat: added tests * feat: added errors * fix: scoring test * fix: description vectors error * fix: description vectors error * fix: lint * fix: test * add node validators (#177) * add node validators * add comments * Update optimizer_config.schema.json * rename bert model * lint * fixes * fix test --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * fix: unit tests * feat: added test for description * feat: delete encoder_type from the class args * feat: update assets * feat: update assets * fix: fixed test * Update optimizer_config.schema.json --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * Added fixed seed to test reproduction * Pull LoraScorer and Bert Refactor * Refactor PTuningScorer * Refactor test for ptuning * Fix typing * Fix multilabel multiclass tests * Fix typing --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> Co-authored-by: Darinochka <39233990+Darinochka@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * Rerank scorer: опция для выбора источника для расчета вектора вероятностей (#115) * Enable rerank scorer to use crossencoder scores for the probability vector * add cross encoder scores range options * upd test --------- Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * feat: add DISABLE_EMISSIONS_TRACKING (#191) * feat: add DISABLE_EMISSIONS_TRACKING * try to fix docs error * Update optimizer_config.schema.json * another attempt * Update optimizer_config.schema.json * i give up for now * Update optimizer_config.schema.json --------- Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * fix issue (#194) * Refactor/embedding caching (#195) * implement new hashing strategy * fix codestyle * Update optimizer_config.schema.json * minor bug fix * fix typing error * refactor similarity calculation * Update optimizer_config.schema.json * upd callback test * solve 429 error --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * forgot something --------- Co-authored-by: Сергей Малышев <68858104+SeBorgey@users.noreply.github.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Darinochka <39233990+Darinochka@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> Co-authored-by: VALERIA RUBANOVA <76725077+riapush@users.noreply.github.com> Co-authored-by: nikiduki <72929274+nikiduki@users.noreply.github.com> Co-authored-by: Dmitryv-2024 <dmitry.v.zhelobanov@yandex.ru>
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* add interruption handling * fix test * fix test * update * fix test * lint * remove step * use patch instead of monkeypatch * add n_jobs as param * change n_jobs to -1 * try fix * remove old study * add logging warning * Update optimizer_config.schema.json * lint * try dumping * lint * np encoder * update warning trigger * Fix/n trials issue (#196) * try to fix * fix typing errors * bug fix * Update autointent/nodes/_node_optimizer.py Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> --------- Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * Fix/context not dumped error (#197) * try to fix * dump context constantly and fix serialization issues * add exclude option to dumper * fix codestyle and typing errors * try to fix file exists error * fix no fixture found error * Update interruption handling (#198) * full tuning (#165) * Added code for full tuning * work on review * renaming * fix ruff * mypy test * ignote mypy * Feat/bert scorer config refactoring (#168) * refactor configs * add proper configs to BERTScorer * fix typing * fix tokenizer's parameters * fix transformers and accelerate issue * Update optimizer_config.schema.json * bug fix * update callback test * fix tests --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * delete validate_task * report_to * batches * Fix/docs building for bert scorer (#171) * fix * fix codestyle --------- Co-authored-by: Алексеев Илья <44509110+voorhs@users.noreply.github.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * bert-scorer ending (#172) * batches * tests check * fix * return to torch * fix for tests * Fix/bert scorer (#174) * fix str and float issue and shrinken search space * update `inference node config` overriding logic * fix typing * fix codestyle * fix multilabel issue * attempt to fix `inference node config` bugs * another attempt --------- Co-authored-by: Алексеев Илья <44509110+voorhs@users.noreply.github.com> * Feat/code carbon each node (#175) * feat: update codecarbon * feat: update codecarbon * feat: added codecarbon * Update optimizer_config.schema.json * fix: fixed import mypy * fix: codecarbon package * fix: only float\integer log * fix: codecarbon package * fix: mypy * fix: test * fix: delete emissions * fix: test --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * standartize pyproject & speedup tests (#176) * speedup tests * fix pyproject * Update optimizer_config.schema.json * move optional dependencies * fixes * add xdist * fix ci * download data from hub in doc * add caching * add doc cache --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * add proper `omit` definition for tests coverage report (#179) * add proper `omit` definition * Update optimizer_config.schema.json * exclude tmp from coverage report --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * add node validators (#177) * add node validators * add comments * Update optimizer_config.schema.json * rename bert model * lint * fixes * fix test --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * dumper saving (#180) * added main code for saving models * Update optimizer_config.schema.json * checker fixes * Revert "checker fixes" This reverts commit 6e32eb9. * Revert "added main code for saving models" This reverts commit 5637fb8. * drat main code for new dumper * ruf fix * comments * added code for test dumper * Check dumper (#182) * Feat/code carbon each node (#175) * feat: update codecarbon * feat: update codecarbon * feat: added codecarbon * Update optimizer_config.schema.json * fix: fixed import mypy * fix: codecarbon package * fix: only float\integer log * fix: codecarbon package * fix: mypy * fix: test * fix: delete emissions * fix: test --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * standartize pyproject & speedup tests (#176) * speedup tests * fix pyproject * Update optimizer_config.schema.json * move optional dependencies * fixes * add xdist * fix ci * download data from hub in doc * add caching * add doc cache --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * add proper `omit` definition for tests coverage report (#179) * add proper `omit` definition * Update optimizer_config.schema.json * exclude tmp from coverage report --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * add node validators (#177) * add node validators * add comments * Update optimizer_config.schema.json * rename bert model * lint * fixes * fix test --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * update makefile * update bert test * mypy workaround * attempt to fix windows permission error * workaround --------- Co-authored-by: Darinochka <39233990+Darinochka@users.noreply.github.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Алексеев Илья <44509110+voorhs@users.noreply.github.com> Co-authored-by: Darinochka <39233990+Darinochka@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * Update embedder prompt (#183) * Add trust remote code (#185) * lint * fix trust remote code * Update optimizer_config.schema.json * update fix trust remote code * fix test cllback --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * Remove autointent org from docs (#186) * lint * update paths * feat: added crossencoder (#181) * feat: added crossencoder * refactor * feat: added arg similarity * Update optimizer_config.schema.json * feat: added tests * feat: added errors * fix: scoring test * fix: description vectors error * fix: description vectors error * fix: lint * fix: test * add node validators (#177) * add node validators * add comments * Update optimizer_config.schema.json * rename bert model * lint * fixes * fix test --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * fix: unit tests * feat: added test for description * feat: delete encoder_type from the class args * feat: update assets * feat: update assets * fix: fixed test * Update optimizer_config.schema.json --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * Add few shot (#187) * init few shot * Update optimizer_config.schema.json * apply few shot to all * Update optimizer_config.schema.json * fix test * lint --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * update numpy typing (#188) * Lora scorer (#170) * added lora scorer * fix ruff * Update __init__.py * updated after mr #165 * Update pyproject.toml * fixed requested changes * fixed ruff failing * fixed remarks * Update optimizer_config.schema.json * added test * ruff fix * convert labels to float * Update autointent/modules/scoring/_lora/lora.py Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * Update autointent/modules/scoring/_lora/lora.py Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * change model_config name, added trust_remote_code * Update lora.py * inherited lora from bert * fix ruff * fix search space * Update lora.py * Update lora.py * added dump check * Update test_lora.py * Update test_lora.py * added docstring * fix ruff * Update test_lora.py * Update test_lora.py --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * PTuningScorer (#178) * Initial commit of PTuningScorer module * Added peft (>=0.10.0, <0.15.0) in dependencies * Implement fit/predict PTuningScorer * Added PTuningScorer in __init__ file * Update optimizer_config.schema.json * Minor fixs * PGH00 * Refactor clear_cache in fit method * Refactor typing ignore + remove unnecessary * Fix fit method status check * Added test for PTuningScorer * Fix mypy typing * Update and fix peft version dependencies * Fix mypy typing * Added test in multiclass.yaml, multilabel.yaml * Update docs strings * Fix mypy typing * Added trust_remote_code * make proper rst reference * Added test for dump lod * feat: added crossencoder (#181) * feat: added crossencoder * refactor * feat: added arg similarity * Update optimizer_config.schema.json * feat: added tests * feat: added errors * fix: scoring test * fix: description vectors error * fix: description vectors error * fix: lint * fix: test * add node validators (#177) * add node validators * add comments * Update optimizer_config.schema.json * rename bert model * lint * fixes * fix test --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * fix: unit tests * feat: added test for description * feat: delete encoder_type from the class args * feat: update assets * feat: update assets * fix: fixed test * Update optimizer_config.schema.json --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * Added fixed seed to test reproduction * Pull LoraScorer and Bert Refactor * Refactor PTuningScorer * Refactor test for ptuning * Fix typing * Fix multilabel multiclass tests * Fix typing --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> Co-authored-by: Darinochka <39233990+Darinochka@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> * Rerank scorer: опция для выбора источника для расчета вектора вероятностей (#115) * Enable rerank scorer to use crossencoder scores for the probability vector * add cross encoder scores range options * upd test --------- Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> * feat: add DISABLE_EMISSIONS_TRACKING (#191) * feat: add DISABLE_EMISSIONS_TRACKING * try to fix docs error * Update optimizer_config.schema.json * another attempt * Update optimizer_config.schema.json * i give up for now * Update optimizer_config.schema.json --------- Co-authored-by: voorhs <ilya_alekseev_2016@list.ru> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * fix issue (#194) * Refactor/embedding caching (#195) * implement new hashing strategy * fix codestyle * Update optimizer_config.schema.json * minor bug fix * fix typing error * refactor similarity calculation * Update optimizer_config.schema.json * upd callback test * solve 429 error --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> * forgot something --------- Co-authored-by: Сергей Малышев <68858104+SeBorgey@users.noreply.github.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Darinochka <39233990+Darinochka@users.noreply.github.com> Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> Co-authored-by: VALERIA RUBANOVA <76725077+riapush@users.noreply.github.com> Co-authored-by: nikiduki <72929274+nikiduki@users.noreply.github.com> Co-authored-by: Dmitryv-2024 <dmitry.v.zhelobanov@yandex.ru> --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Алексеев Илья <44509110+voorhs@users.noreply.github.com> Co-authored-by: Сергей Малышев <68858104+SeBorgey@users.noreply.github.com> Co-authored-by: Darinochka <39233990+Darinochka@users.noreply.github.com> Co-authored-by: VALERIA RUBANOVA <76725077+riapush@users.noreply.github.com> Co-authored-by: nikiduki <72929274+nikiduki@users.noreply.github.com> Co-authored-by: Dmitryv-2024 <dmitry.v.zhelobanov@yandex.ru> Co-authored-by: voorhs <ilya_alekseev_2016@list.ru>
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