tags: Ml

• Locally debugging Huggingface Dataset scripts
• Huggingface Hub prefers zip archives because they support streaming
• Things I'll do different next time when creating datasets
• Huggingface dataset build configs
• Huggingface Hub full dataset card metadata
• LLM playgrounds online
• Promptsource
• Vaex as faster pandas alternative
• Huggingface datasets can become pandas dataframes
• Detecting letters with Fourier transforms
• Interesting blog with explanations of ML stuff
• Sparse language models are a thing
• LM paper notes
• NN basics and resources
• HF token-classification pipeline prediction text
• pytorch dataloaders and friends
• Omegaconf and python configs
• Creating representative test sets
• Huggingface datasets set_transform
• Inter-annotator agreement (IAA) metrics
• Dataset files structure Huggingface recommendations
• Huggingface Datasets metadata
• Three libraries for explaining/inspecting/debugging/diagnosing ML
• FUNSD dataset with annotated forms
• Basics of NLP and Language modeling course / explorable
• 211122-0905 detectron Instances initialization
• 211110-1520 Historical document processing, dhSegment
• 211108-1212 nvidia-smi has a python library (bindings)
• 211103-1811 Handwriting text generation GAN by Amazon
• 211020-1410 ML starter kit resources website