T

transformers

PyTorch model profiler for computing MACs and parameter counts to measure deep learning model complexity.

GitHub: https://github.com/ultralytics/thop

https://pypi.org/project/ultralytics-thop/

NLLB-Translate: Multilingual Translation Service

Containerized translation service built on Meta's NLLB-200, providing translation between any pair of 202 languages via CLI and an OpenAI-compatible HTTP API. Built with FastAPI and facebook/nllb-200-distilled-600M. Features Docker deployment, model caching, health checks, an interactive client, and a regression suite that measures real translation quality.

Key Features: • 202 languages from a single loaded model, direction chosen per request • CLI and HTTP server interfaces • OpenAI-compatible /v1/chat/completions endpoint • Docker containerization with multi-stage builds • Automatic model downloading and caching • Interactive test client included • Environment-based configuration

Sibling project to opus-translate, which does German→French with one small model per direction.

Mantis is AI on your device. No servers. Download once, use offline: https://pocketai-7da5e2.gitlab.io/

Academic NLP project focused on multilingual text summarization using Transformer-based deep learning models and natural language processing techniques.

Automated LLM Benchmarking on GPU - tokens/sec, latency percentiles, VRAM profiling, multi-format support (HuggingFace, GGUF, GPTQ)

https://ayinedjimi-consultants.fr

AI-Powered Compliance Assistant with Transformers and Gradio

https://ayinedjimi-consultants.fr

A command-line tool for running small language models locally using Hugging Face transformers.

Semantic search for documents and transcription files inside your browser using pre-trained transformers.

Sistema event-driven con Kafka que transforma documentos no estructurados en especificaciones de software completas. Extrae texto con OCR, procesa NER con transformers, clasifica oraciones y generar SRS en múltiples formatos.

Fine-tune wangchanBERTa + FastAPI + Docker

Check out the project preview: https://imdb-movie-classifier-76ac6b.gitlab.io/

Opus-Translate: German to French Translation Service

Containerized translation service providing German→French translation via CLI and OpenAI-compatible HTTP API. Built with FastAPI and Helsinki-NLP/opus-mt-de-fr transformer model. Features Docker deployment, model caching, health checks, and interactive client for testing. Simple, production-ready translation microservice.

Key Features: • CLI and HTTP server interfaces • OpenAI-compatible /v1/chat/completions endpoint• Docker containerization with multi-stage builds • Automatic model downloading and caching • Interactive test client included • Environment-based configuration

Fork of @xenova/transformers

This research presents a novel ensemble-based approach for detecting deepfake images using a combination of Convolutional Neural Networks (CNNs) and Vision Transformers (ViT). The system achieves 94.87% accuracy by leveraging three complementary architectures: a 12-layer CNN, a lightweight 6-layer CNN, and a hybrid CNN-ViT model. Our approach demonstrates robust performance in distinguishing between real and manipulated facial images.

Projet de correction/ajout de la bi-écriture des notices bibliographiques du Sudoc.

ANTIDOTE's ACTA Module for Finetuning Transformers for Argumentation Mining.

Vamos a contruir un Chatbot Inteligente capaz de interpretar el lenguaje humano y generar respuestas coherentes con tu propia información