matteo-stat
I’m into stats, machine learning and deep learning, especially computer vision. Always learning. Love sports, photography and exploring places on my motorcycle!
Italy
Pinned Repositories
chainlit
Build Conversational AI in minutes ⚡️
convmixer-patches-are-all-you-need
A Keras implementation of the ConvMixer architecture from the paper "Patches are all you need?", built from scratch using TensorFlow and Python.
mobilevit-a-mobile-friendly-vision-transformer
A Keras implementation of the MobileViT architectures, built from scratch using TensorFlow and Python.
multi-task-learning-object-detection-semantic-segmentation
A multi task neural network implemented from scratch, performing object detection with SSD and semantic segmentation with DeeplabV3+ simultaneosly!
transformers-llm-llama3.1-fine-tuning-qlora
This repo offers scripts for fine-tuning LLaMA 3.1 models with QLoRA, running inference, and export models. It’s based on my experience building a custom chatbot, and I’m sharing it to help others fine-tune and deploy LLMs on consumer hardware with ease! 😊
transformers-nlp-multi-label-classification
This repo provides scripts for fine-tuning HuggingFace Transformers, setting up pipelines and optimizing multi-label classification models for inference. They are based on my experience developing a custom chatbot, I’m sharing these in the hope they will help others to quickly fine-tune and use models in their projects! 😊
transformers-nlp-ner-token-classification
This repo provides scripts for fine-tuning HuggingFace Transformers, setting up pipelines and optimizing token classification models for inference. They are based on my experience developing a custom chatbot, I’m sharing these in the hope they will help others to quickly fine-tune and use models in their projects! 😊
matteo-stat's Repositories
matteo-stat/multi-task-learning-object-detection-semantic-segmentation
A multi task neural network implemented from scratch, performing object detection with SSD and semantic segmentation with DeeplabV3+ simultaneosly!
matteo-stat/transformers-llm-llama3.1-fine-tuning-qlora
This repo offers scripts for fine-tuning LLaMA 3.1 models with QLoRA, running inference, and export models. It’s based on my experience building a custom chatbot, and I’m sharing it to help others fine-tune and deploy LLMs on consumer hardware with ease! 😊
matteo-stat/convmixer-patches-are-all-you-need
A Keras implementation of the ConvMixer architecture from the paper "Patches are all you need?", built from scratch using TensorFlow and Python.
matteo-stat/mobilevit-a-mobile-friendly-vision-transformer
A Keras implementation of the MobileViT architectures, built from scratch using TensorFlow and Python.
matteo-stat/transformers-nlp-multi-label-classification
This repo provides scripts for fine-tuning HuggingFace Transformers, setting up pipelines and optimizing multi-label classification models for inference. They are based on my experience developing a custom chatbot, I’m sharing these in the hope they will help others to quickly fine-tune and use models in their projects! 😊
matteo-stat/transformers-nlp-ner-token-classification
This repo provides scripts for fine-tuning HuggingFace Transformers, setting up pipelines and optimizing token classification models for inference. They are based on my experience developing a custom chatbot, I’m sharing these in the hope they will help others to quickly fine-tune and use models in their projects! 😊