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DPO
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16
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Axolotl Fine-Tuning Guide
axolotl
Orchestra-Research/AI-Research-SKILLs
498
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.
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Axolotl Fine-Tuning Guide
axolotl
Orchestra-Research/AI-Research-SKILLs
498
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.
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Azure AI Text Translation
azure-ai-translation-text-py
sickn33/antigravity-awesome-skills
492
Azure AI Text Translation SDK for Python offers real-time translation, transliteration, detection, and dictionary lookup APIs so applications can support multilingual content, custom endpoints, and rich translation options.
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Azure AI Text Translation
azure-ai-translation-text-py
sickn33/antigravity-awesome-skills
492
Azure AI Text Translation SDK for Python offers real-time translation, transliteration, detection, and dictionary lookup APIs so applications can support multilingual content, custom endpoints, and rich translation options.
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Botsonic Rube Automation
botsonic-automation
ComposioHQ/awesome-claude-skills
60
Automate Botsonic operations through Composio’s toolkit by routing every workflow via the Rube MCP endpoints, emphasizing tool discovery, connection validation, and schema-compliant executions before running multi-step plans.
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FastAPI ML Endpoint
fastapi-ml-endpoint
jeremylongshore/claude-code-plugins-plus-skills
207
Automates FastAPI ML endpoint deployments by guiding architecture, producing production-ready code, and validating serving configs when you invoke the ML deployment skill.
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Mistral SDK Auth Setup
mistral-install-auth
jeremylongshore/claude-code-plugins-plus-skills
208
Guide for installing the Mistral SDK/CLI, setting up API keys via environment variables or dotenv, and verifying connectivity across Node.js and Python so integrations can securely consume chat, embedding, and function-calling endpoints.
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OpenRLHF High Performance Training
openrlhf-training
Orchestra-Research/AI-Research-SKILLs
344
OpenRLHF is a Ray-based RLHF framework that accelerates large-model PPO, GRPO, RLOO, and DPO training with vLLM inference and ZeRO-3 resource sharing, targeting distributed GPU clusters handling 7B-70B+ parameter models.
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Sagemaker Endpoint Deployer
sagemaker-endpoint-deployer
jeremylongshore/claude-code-plugins-plus-skills
256
Auto-activating assistant that guides AWS Sagemaker endpoint deployment, from best practices to production-ready code, configurations, and validation for inference serving and monitoring workflows.
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SimPO Preference Optimization
simpo-training
Orchestra-Research/AI-Research-SKILLs
477
SimPO offers a reference-free preference optimization workflow to align LLMs more efficiently than DPO or PPO, requiring no reference model and suited for compute-constrained single-node training with proven AlpacaEval gains.
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Skyfire Automation Guide
skyfire-automation
ComposioHQ/awesome-claude-skills
52
Documented steps to automate Skyfire operations through Composio’s Rube MCP endpoints, covering tool discovery, connection checks, execution patterns, and schema compliance for reliable workflows.
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Vertex Agent Builder
vertex-agent-builder
jeremylongshore/claude-code-plugins-plus-skills
268
Scaffolds production-ready generative AI agents on Vertex AI with Gemini models, multi-modal tools, RAG, and Cloud Run/Endpoint deployment, including observability and evaluation for enterprise scenarios.
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