elephantmipt / compressors
A small library with distillation, quantization and pruning pipelines
☆26Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for compressors
- Distillation of BERT model with catalyst framework☆75Updated last year
- Russian RoBERTa☆29Updated 4 years ago
- Probing suite for evaluation of Russian embedding and language models☆32Updated last month
- Russian Artificial Text Detection☆17Updated 2 years ago
- RuSimpleSentEval (RSSE) shared task repo☆21Updated 3 years ago
- Russian dialog datasets parsers and crawlers.☆16Updated 3 years ago
- Pytorch library for end-to-end transformer models training, inference and serving☆70Updated 2 years ago
- "Rossiya Segodnya" news dataset☆45Updated 5 years ago
- Code and data of "Methods for Detoxification of Texts for the Russian Language" paper☆46Updated 2 months ago
- http://nlp.seas.harvard.edu/2018/04/03/attention.html☆63Updated 3 years ago
- Train punctuation and capitalization models for different languages☆24Updated 2 years ago
- Accelerated NLP pipelines for fast inference on CPU and GPU. Built with Transformers, Optimum and ONNX Runtime.☆126Updated 2 years ago
- Pipeline for easy fine-tuning of BERT architecture for sequence classification☆22Updated last year
- MOdel ResOurCe COnsumption. Evaluate Russian SuperGLUE models performance: inference speed, RAM usage. Reproducible scores using Docker☆21Updated 2 years ago
- (re)Implementation of Learning Multi-level Dependencies for Robust Word Recognition☆17Updated 3 months ago
- Official baseline solutions to Yandex Cup ML challenge☆31Updated 3 years ago
- ☆12Updated 2 years ago
- Source code for the ACL workshop paper and Kaggle competition by Google AI team☆40Updated 2 years ago
- Lightweight knowledge distillation pipeline☆28Updated 2 years ago
- DEREK (Domain Entities and Relations Extraction Kit)☆10Updated last year
- nlp workshop at datafest siberia 2019☆22Updated last year
- RUSSE 2022: Russian Text Detoxification Based on Parallel Corpora☆20Updated 2 years ago
- Pipeline for fast building text classification TF-IDF + LogReg baselines.☆63Updated 3 years ago
- NLP course @ CS Faculty, HSE☆15Updated 4 years ago
- RuREBus shared task repo☆30Updated 3 years ago
- ☆29Updated last year
- ☆21Updated 3 years ago
- Code for AINL2018 paper Deep Convolutional Networks for Supervised Morpheme Segmentation of Russian Language☆19Updated 5 years ago
- Курс по глубокому обучению в обработке естественных языков для магистров компьютерной лингвистики Высшей Школы Экономики☆47Updated 2 years ago
- A barebones (Distil)BERT pipeline for token classification tasks driven by catalyst☆13Updated 5 years ago