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Axolotl Fine-Tuning Guide

Orchestra-Research/AI-Research-SKILLs

Guides developers through Axolotl-based LLM fine-tuning, covering YAML config patterns, LoRA/QLoRA and DPO/KTO/ORPO/GRPO workflows, FSDP tips, compressed checkpoints, and debugging best practices for reliable multimodal training.

Axolotl Fine-Tuning Guide

Orchestra-Research/AI-Research-SKILLs

Guides developers through Axolotl-based LLM fine-tuning, covering YAML config patterns, LoRA/QLoRA and DPO/KTO/ORPO/GRPO workflows, FSDP tips, compressed checkpoints, and debugging best practices for reliable multimodal training.

Deepgram Transcription Quickstart

deepgram-hello-world

jeremylongshore/claude-code-plugins-plus-skills

Provides a minimal Deepgram transcription sample covering client initialization, URL/local audio transcription, and error handling tips so you can test setups or learn API basics quickly.

FAISS Similarity Search

Orchestra-Research/AI-Research-SKILLs

FAISS is Facebook AI’s high-speed similarity search library for billion-scale dense vectors, offering multiple index types plus GPU acceleration to support latency-sensitive k-NN retrieval without metadata filtering.

LangChain Error Diagnostics

langchain-common-errors

jeremylongshore/claude-code-plugins-plus-skills

Guide to diagnose and fix LangChain authentication, import, rate limit, parsing, chain, agent, and memory failures, plus debugging tips and tracing resources for integrations.

Model Merging Techniques

Orchestra-Research/AI-Research-SKILLs

Utilize Mergekit to merge multiple fine-tuned models via SLERP, TIES, DARE, Task Arithmetic, and linear merging; perfect for preserving diverse domain skills, improving benchmark performance, and experimenting with new combinations without retraining.

OpenRouter Streaming Setup

openrouter-streaming-setup

jeremylongshore/claude-code-plugins-plus-skills

Guides integrating OpenRouter streaming responses to deliver realtime chat output and lower time-to-first-token, covering prerequisites, configuration tips, testing steps, and production monitoring for SSE-capable frontends.

Zero-Shot Image Segmentation

segment-anything-model

Orchestra-Research/AI-Research-SKILLs

Meta AI's Segment Anything Model enables zero-shot image segmentation using point, box, or mask prompts, automating mask generation for datasets or interactive pipelines across domains including medical and satellite imagery, with multiple ViT sizes and ONNX export.

Train Test Splitter

train-test-splitter

jeremylongshore/claude-code-plugins-plus-skills

Automates guidance on train/test split workflows inside ML training, surfacing best-practice patterns, code snippets, and validation tips for PyTorch, TensorFlow, and sklearn projects.

Unsloth Fine-Tuning Guide

Orchestra-Research/AI-Research-SKILLs

Provides expert guidance on using Unsloth for fast fine-tuning, covering API usage, best practices, and performance tips for LoRA/QLoRA workflows while pointing to reference files and scripts.

Multi-Advisor Expert Board

sickn33/antigravity-awesome-skills

Simultaneously activates multiple expert agents to analyze any topic through parallel perspectives, then synthesizes their insights into one decisive recommendation for complex product, strategy or policy questions.

AI Citability Scoring

zubair-trabzada/geo-seo-claude

Assess how likely AI systems such as ChatGPT, Claude, Perplexity or Gemini are to extract and cite content from a page by scoring answer blocks, self-contained facts, and structure, and by giving rewrite tips to improve visibility in AI responses.

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