Popular repositories Loading

1. llm-summarization llm-summarization Public

   LoRA supervised fine-tuning, RLHF (PPO) and RAG with llama-3-8B on the TLDR summarization dataset

   Python 7

2. basic-image-classification basic-image-classification Public

   A basic example of image classification with PyTorch, included with instructions on how to re-create results and the performance of the best performing model

   Python 3

3. basic-semantic-segmentation basic-semantic-segmentation Public

   A basic example of semantic segmentation with fully convolutional networks on the Oxford IIIT pet dataset.

   Python

4. dino-vit-pcam dino-vit-pcam Public

   Self supervised learning through self distillation with no labels (DINO) with Vision Transformers on the PCAM dataset.

   Python

5. nylon-gpt nylon-gpt Public

   Automatic music transcription for classical guitar with GPT2 and the MAESTRO dataset

   Python

6. weather-prediction-app weather-prediction-app Public

   A demonstration application for LSTM based time series forecasting with NOAA temperature data. Dataset organized with MongoDB, model performance analyzed with SQL (MySQL), REST API created with Fas…

   Python