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Fine-Tuning Tips and Exploration on OpenAI's GPT-3
Boris DaymaFeb 08Beginner, NLP, Text Generation, OpenAI, Experiment, Tutorial, Panels, Plots, Tables, Large Models, LLM, Fine-tuning, GPT
De Novo Molecule Generation with GCPNs using TorchDrug
Manan GoelFeb 02Intermediate, Computer Vision, Molecule Generation, Experiment, GCN, Panels, Plots, Tables
JoJoGAN: One Shot Face Stylization with W&B and Gradio
Ahsen KhaliqJan 20Intermediate, Computer Vision, GenAI, Gradio, Tutorial, W&B Meta, JoJoGAN, Panels, Plots, Slider, Tables
Interpret any PyTorch Model Using W&B Embedding Projector
Aman AroraJan 19Intermediate, Computer Vision, Classification, PyTorch, Experiment, W&B Meta, Embedding Projector, Plots, Tables, Exemplary
Tabular Data Versioning and Deduplication with Weights & Biases
Dylan PaitonJan 12Beginner, Tabular, Tutorial, W&B Meta, Tables, University of Leicester Medical, Health Care
Instance Normalization in PyTorch (With Examples)
Saurav MaheshkarJan 11Beginner, Domain Agnostic, PyTorch, Tutorial, Conv2D, Plots, Sweeps, Tables, Normalization, Chum here
Collect and Label Images to Train a YOLOv5 Object Detection Model in PyTorch
Dave DaviesDec 16Beginner, Computer Vision, Object Detection, PyTorch, Experiment, Tutorial, Artifacts, Tables, Exemplary, YOLO
ResNet Strikes Back: A Training Procedure in TIMM
Aman AroraDec 14Intermediate, Computer Vision, Classification, PyTorch, TIMM, Experiment, Tutorial, ResNet, Tables
Information Extraction from Scanned Receipts: Fine-tuning LayoutLM on SROIE
Eric BunchDec 07Intermediate, Computer Vision, OCR, Experiment, LayoutLM, Panels, Tables, SROIE, NLP, Fine-tuning
Normalization Series: What is Batch Normalization?
Saurav MaheshkarDec 03Intermediate, Domain Agnostic, PyTorch, Tutorial, Conv2D, Plots, Tables, MNIST, Normalization, Chum here, Exemplary
Financial Sentiment Analysis on Stock Market Headlines With FinBERT & HuggingFace
Ivan GoncharovSep 30Intermediate, NLP, Sentiment Analysis, HuggingFace, Experiment, Tutorial, FinBERT, Tables, FiQA, Financial, Exemplary, Large Models, LLM
Named Entity Recognition with W&B and spaCy
Stacey SvetlichnayaSep 09Intermediate, NLP, NER, OCR, spaCy, Experiment, Tutorial, W&B Meta, Plots, Tables, DeepForm, Exemplary
How to Fine-Tune BERT for Text Classification
akshay uppalAug 20Intermediate, NLP, Classification, Tutorial, BERT, Panels, Plots, Sweeps, Tables, Kaggle, Exemplary, Large Models, LLM, Fine-tuning
Text Classification With AWS SageMaker, HuggingFace, and W&B
MorganAug 19Beginner, NLP, Language Understanding, HuggingFace, SageMaker, Experiment, Tutorial, Github, Artifacts, Panels, Plots, Sweeps, Tables, Financial
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