Pinned

1. minichatgpt minichatgpt Public

   annotated tutorial of the huggingface TRL repo for reinforcement learning from human feedback connecting equations from PPO and GAE to the lines of code in the pytorch implementation

   Jupyter Notebook 15 1

2. adaptive-computation-time adaptive-computation-time Public

   The notebook connects the formulas used in the paper to the code that implements those formulas by implementing a training pipeline on a small but meaningful dataset

   HTML 2

3. unsupervised-speech-representation-learning unsupervised-speech-representation-learning Public

   This is a intuitive explanation of Representation Learning with Contrastive Predictive Coding using code provided by jefflai108 that uses CPC to learn representations of sound files for the purpose…

   Jupyter Notebook 10

4. intro_continual_learning intro_continual_learning Public

   This is a tutorial to connect the fundamental mathematics to a practical implementation addressing the continual learning problem of artificial intelligence

   Jupyter Notebook 355 24

5. RL-Chat-pytorch RL-Chat-pytorch Public

   reinforcement learning on a encoder-decoder GRU for chatbot dialogue generation

   Jupyter Notebook 19 5

6. triton-ft-api triton-ft-api Public

   tutorial on how to deploy a scalable autoregressive causal language model transformer using nvidia triton server

   Python 5