AI & Machine Learning skills

This skill automatically converts documents into vector datasets, streamlining data preparation for semantic search and AI applications.

This skill optimizes large language model performance by reducing model precision (bitsandbytes) for faster inference and lower memory usage.

This skill trains large language models like Megatron using orchestra-research techniques for enhanced performance and customization.

Crafts highly effective prompts for complex AI tasks, boosting model performance and unlocking advanced capabilities – a vital skill for optimal results.

Automates building Retrieval-Augmented Generation (RAG) pipelines for knowledge retrieval and AI application development.

Prompt Improver — provides AI agent assistance for software development workflows.

Provides performance optimization guidance and assistance for software development workflows.

Helps with LLMs, analysis as part of software development workflows workflows.

Provides LLMs guidance and assistance for software development workflows.

Provides LLMs guidance and assistance for software development workflows.

Claude MD Authoring assists in crafting polished markdown content by leveraging Claude's powerful language capabilities for improved writing and formatting.

Automates vector database creation and configuration, streamlining data storage and similarity search workflows.

Optimizes prompts for AI models by analyzing and refining them—boosting response quality and accuracy for better results.

Crafts optimized Midjourney prompts for stunning AI art generation – boosting creativity and achieving desired visual results quickly.

This skill creates optimized embedding models as Tauri sidecars for faster AI inference within Tauri applications, boosting performance and efficiency.

Automates building optimized embedding pipelines for diverse data types, enhancing AI model performance via Patricio0312rev's expertise.

Faster Whisper accelerates speech-to-text transcription using Whisper, providing quicker results for real-time or large audio files.

Provides image processing guidance and assistance for software development workflows.

Provides LLMs guidance and assistance for software development workflows.

Provides OpenAI guidance and assistance for software development workflows.

Provides OpenAI guidance and assistance for software development workflows.

Helps with LLMs, analysis as part of software development workflows workflows.

Provides OpenAI guidance and assistance for software development workflows.

This skill efficiently reduces model sizes using BitsAndBytes quantization, enabling faster inference and lower memory requirements – crucial for deployment.

Automate actions in apps like Slack, Gmail, & more using OpenAI's responses via Hook Deck webhooks.