AlekseyKorshuk / optimum-transformersLinks
Accelerated NLP pipelines for fast inference on CPU and GPU. Built with Transformers, Optimum and ONNX Runtime.
☆126Updated 3 years ago
Alternatives and similar repositories for optimum-transformers
Users that are interested in optimum-transformers are comparing it to the libraries listed below
Sorting:
- RuCLIP tiny (Russian Contrastive Language–Image Pretraining) is a neural network trained to work with different pairs (images, texts).☆35Updated 3 years ago
- Multilingual Generative Pretrained Model☆207Updated last year
- A small library with distillation, quantization and pruning pipelines☆26Updated 4 years ago
- REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.☆51Updated 4 years ago
- Pipeline for easy fine-tuning of BERT architecture for sequence classification☆23Updated 2 years ago
- ☆20Updated 2 years ago
- ☆58Updated last year
- State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).☆85Updated 2 years ago
- SAGE: Spelling correction, corruption and evaluation for multiple languages☆165Updated 2 weeks ago
- Tools for shrinking fastText models (in gensim format)☆181Updated last year
- Pytorch library for end-to-end transformer models training, inference and serving☆70Updated 8 months ago
- Russian paraphrasers. Generate paraphrases with mt5, gpt2, etc.☆57Updated 2 years ago
- 🛠️ Tools for Transformers compression using PyTorch Lightning ⚡☆85Updated 3 weeks ago
- Distillation of BERT model with catalyst framework☆78Updated 2 years ago
- Text reading pipeline that combines segmentation and OCR-models.☆26Updated 2 years ago
- A library to synthesize text datasets using Large Language Models (LLM)☆152Updated 2 years ago
- MMLU eval for RU/EN☆15Updated 2 years ago
- BSNLP 2021☆33Updated last year
- Python Automated Machine Learning library for tabular data.☆48Updated 3 years ago
- Comprehensive NLP Evaluation System☆189Updated last year
- Label data using HuggingFace's transformers and automatically get a prediction service☆193Updated 2 years ago
- MERA (Multimodal Evaluation for Russian-language Architectures) is a new open benchmark for the Russian language for evaluating fundament…☆62Updated last year
- CLIP implementation for Russian language☆148Updated 2 years ago
- A collection of scripts to preprocess ASR datasets and finetune language-specific Wav2Vec2 XLSR models☆30Updated 4 years ago
- Code for BERT classifier finetuning for multiclass text classification☆71Updated 6 months ago
- Pipeline for training NER models using PyTorch.☆56Updated 3 years ago
- MOdel ResOurCe COnsumption. Evaluate Russian SuperGLUE models performance: inference speed, RAM usage. Reproducible scores using Docker☆23Updated 3 years ago
- Accelerated NLP pipelines for fast inference on CPU. Built with Transformers and ONNX runtime.☆127Updated 5 years ago
- Unofficial implementation of QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition.☆65Updated 3 years ago
- Lite Inference Toolkit (LIT) for PyTorch☆160Updated 4 years ago