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Skills/MLOps
MLOps

Modal

Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML models as APIs, or running batch jobs with automatic scaling.

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CLI install commandaegis skills install modal
Install guide
Overview

Bundled with the packaged Aegis CLI as a built-in procedural skill.

Already ships inside the packaged Aegis bundle. Use `aegis skills install modal` only when you want an explicit local materialization record.

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Also in MLOps

Model, inference, evaluation, and retrieval workflows kept explicit, reproducible, and operator-owned.

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AudioCraft

PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from text descriptions, create sound effects, or perform melody-conditioned music generation.

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Axolotl

Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support

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CLIP

OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content moderation, or vision-language tasks without fine-tuning. Best for general-purpose image understanding.

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