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Anthropic's educational courses
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Anthropic's educational courses
Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama for WhatsApp & Messenger.
The fastai book, published as Jupyter Notebooks
FaceChain is a deep-learning toolchain for generating your Digital-Twin.
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
Repository to store sample python programs for python learning
Practice your pandas skills!
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
tiny vision language model
All course materials for the Zero to Mastery Machine Learning and Data Science course.
Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper
YSDA course in Natural Language Processing
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
Machine Learning Course, Sharif University of Technology
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Network…
PyTorch tutorials.