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AWQ Activation-Aware Quantization

awq-quantization

Orchestra-Research/AI-Research-SKILLs

AWQ Activation-aware Weight Quantization compresses 4-bit LLMs with 3× faster inference and under 5% accuracy loss, making it ideal for deploying instruction-tuned or multimodal models on Ampere+ GPUs, Marlin kernels, and vLLM-backed production stacks.

Axolotl LLM Fine-Tuning

Orchestra-Research/AI-Research-SKILLs

Expert guidance for fine-tuning large language models with Axolotl, including YAML configs, LoRA/QLoRA, DPO/KTO/ORPO/GRPO strategies, multimodal setup notes, and troubleshooting tips for implementation and debugging.

Axolotl LLM Fine-Tuning

Orchestra-Research/AI-Research-SKILLs

Expert guidance for fine-tuning large language models with Axolotl, including YAML configs, LoRA/QLoRA, DPO/KTO/ORPO/GRPO strategies, multimodal setup notes, and troubleshooting tips for implementation and debugging.

Azure Content Understanding

azure-ai-contentunderstanding-py

sickn33/antigravity-awesome-skills

Azure AI Content Understanding SDK for Python orchestrates multimodal extraction from documents, images, audio, and video to feed RAG pipelines or automate structured workflows.

Azure Content Understanding

azure-ai-contentunderstanding-py

sickn33/antigravity-awesome-skills

Azure AI Content Understanding SDK for Python orchestrates multimodal extraction from documents, images, audio, and video to feed RAG pipelines or automate structured workflows.

BLIP-2 Vision Language

blip-2-vision-language

Orchestra-Research/AI-Research-SKILLs

BLIP-2 bridges frozen vision encoders with large language models to deliver zero-shot image captioning, visual question answering, retrieval, and multimodal chat without fine-tuning, leveraging a lightweight Q-Former.

Gemini API Development Skill

sickn33/antigravity-awesome-skills

Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n...

Apple Interaction Patterns

sickn33/antigravity-awesome-skills

Apple HIG Interaction Patterns distills human interface lessons—minimal modality, fast launches, progressive onboarding, feedback, undo, and notification control—to guide developers crafting intuitive iOS and Apple experiences.

Llama Factory Guidance

Orchestra-Research/AI-Research-SKILLs

Guides fine-tuning LLMs with LLaMA-Factory through a no-code WebUI, offering multimodal workflows, QLoRA/LoRA support, and curated references for learning, implementation, and debugging.

Vision Language Assistant

Orchestra-Research/AI-Research-SKILLs

Large Language and Vision Assistant that pairs CLIP vision encoding with Vicuna/LLaMA language models for image-based chats, multimodal question answering, and visual instruction tuning, ideal for building conversational image analysis tools.

Modal Serverless GPU Guide

modal-serverless-gpu

Orchestra-Research/AI-Research-SKILLs

Modal's serverless GPU cloud lets ML teams run GPU jobs without managing infrastructure, deploy auto-scaling model APIs, batch inference/training, and benefit from sub-second cold starts, container caching, and pay-per-second billing.

Obsidian UI Workflow

obsidian-core-workflow-b

jeremylongshore/claude-code-plugins-plus-skills

Secondary workflow for Obsidian plugin makers to build modal dialogs, fuzzy suggestion popups, and custom leaf views, letting you gather input, present options, and render persistent UI panes.

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