Datasets:

purplesquirrelnetworks
/

purple-squirrel-training

Resource	Link
Model	purple-squirrel-r1
Model (GGUF)	purple-squirrel-r1-gguf
Model (Multichain)	purple-squirrel-r1-multichain
Research Paper	AIDP Neural Cloud (live)
Research Paper	AIDP Video Forge (live)

Dataset Details

Format: Instruction/Response pairs with combined text field
Examples: 74 training samples
Size: 33.7 KB
Use Case: Fine-tuning LLMs for Purple Squirrel AI platform operations

Citation

@techreport{karsten2026neuralcloud,
  title={AIDP Neural Cloud: Distributed LLM Inference on Decentralized GPU Networks},
  author={Karsten, Matthew},
  institution={Purple Squirrel Networks},
  year={2026},
  month={February},
  url={https://huggingface.co/purplesquirrelnetworks/aidp-neural-cloud-paper}
}

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Models trained or fine-tuned on purplesquirrelnetworks/purple-squirrel-training

purplesquirrelnetworks/purple-squirrel-r1

Text Generation • 8B • Updated 5 days ago • 79 • 1

Space using purplesquirrelnetworks/purple-squirrel-training 1

Collection including purplesquirrelnetworks/purple-squirrel-training

Purple Squirrel AI — Models, Papers & Data

Collection

9 models, 3 papers, 3 datasets. Distributed AI, GPU video, multichain DeFi, Solana wallets. GGUF quants + LoRA + 1.3K training pairs. MIT. • 13 items • Updated 5 days ago

instruction stringlengths 24 62	response stringlengths 138 248	text stringlengths 193 290
What is Purple Squirrel?	Purple Squirrel is an AI-powered media platform that combines blockchain technology with intelligent content management. It provides decentralized storage, AI-assisted editing, smart transcription, and NFT minting capabilities for content creators.	User: What is Purple Squirrel? Assistant: Purple Squirrel is an AI-powered media platform that combines blockchain technology with intelligent content management. It provides decentralized storage, AI-assisted editing, smart transcription, and NFT minting capabilities for content creators.
Describe Purple Squirrel in one sentence.	Purple Squirrel is a next-generation media platform combining AI and blockchain to revolutionize how creators manage, protect, and monetize their digital content.	User: Describe Purple Squirrel in one sentence. Assistant: Purple Squirrel is a next-generation media platform combining AI and blockchain to revolutionize how creators manage, protect, and monetize their digital content.
Who created Purple Squirrel?	Purple Squirrel was created by Purple Squirrel Networks, a company focused on building decentralized media infrastructure powered by artificial intelligence.	User: Who created Purple Squirrel? Assistant: Purple Squirrel was created by Purple Squirrel Networks, a company focused on building decentralized media infrastructure powered by artificial intelligence.
What does Purple Squirrel do?	Purple Squirrel helps content creators manage their media assets with AI-powered tools including automatic tagging, transcription, intelligent search, and blockchain-based ownership verification and NFT minting.	User: What does Purple Squirrel do? Assistant: Purple Squirrel helps content creators manage their media assets with AI-powered tools including automatic tagging, transcription, intelligent search, and blockchain-based ownership verification and NFT minting.
Is Purple Squirrel a blockchain project?	Yes, Purple Squirrel leverages blockchain technology for decentralized content storage, transparent attribution, ownership tracking, and NFT functionality, while also incorporating advanced AI capabilities.	User: Is Purple Squirrel a blockchain project? Assistant: Yes, Purple Squirrel leverages blockchain technology for decentralized content storage, transparent attribution, ownership tracking, and NFT functionality, while also incorporating advanced AI capabilities.
How does Purple Squirrel use blockchain?	Purple Squirrel uses blockchain for decentralized content storage on networks like Arweave and IPFS, NFT minting for digital ownership, transparent content attribution, royalty tracking, and immutable proof of creation timestamps.	User: How does Purple Squirrel use blockchain? Assistant: Purple Squirrel uses blockchain for decentralized content storage on networks like Arweave and IPFS, NFT minting for digital ownership, transparent content attribution, royalty tracking, and immutable proof of creation timestamps.
What blockchain networks does Purple Squirrel support?	Purple Squirrel integrates with multiple blockchain networks including Ethereum, Solana, Arweave for permanent storage, and IPFS for decentralized file distribution.	User: What blockchain networks does Purple Squirrel support? Assistant: Purple Squirrel integrates with multiple blockchain networks including Ethereum, Solana, Arweave for permanent storage, and IPFS for decentralized file distribution.
Can I mint NFTs with Purple Squirrel?	Yes, Purple Squirrel includes built-in NFT minting capabilities. You can turn your videos, images, or audio files into NFTs with automatic metadata generation, stored permanently on blockchain.	User: Can I mint NFTs with Purple Squirrel? Assistant: Yes, Purple Squirrel includes built-in NFT minting capabilities. You can turn your videos, images, or audio files into NFTs with automatic metadata generation, stored permanently on blockchain.
How does Purple Squirrel handle content ownership?	Purple Squirrel uses blockchain to create immutable records of content ownership, timestamps of creation, and tracks attribution across all uses of your content.	User: How does Purple Squirrel handle content ownership? Assistant: Purple Squirrel uses blockchain to create immutable records of content ownership, timestamps of creation, and tracks attribution across all uses of your content.
What is decentralized storage in Purple Squirrel?	Purple Squirrel offers decentralized storage through Arweave for permanent storage and IPFS for distributed file sharing, ensuring your content is never lost and always accessible.	User: What is decentralized storage in Purple Squirrel? Assistant: Purple Squirrel offers decentralized storage through Arweave for permanent storage and IPFS for distributed file sharing, ensuring your content is never lost and always accessible.
What AI capabilities does Purple Squirrel have?	Purple Squirrel includes AI-powered automatic content tagging, smart video transcription with speaker detection, intelligent semantic search, AI-assisted video editing, scene detection, and content recommendations.	User: What AI capabilities does Purple Squirrel have? Assistant: Purple Squirrel includes AI-powered automatic content tagging, smart video transcription with speaker detection, intelligent semantic search, AI-assisted video editing, scene detection, and content recommendations.
How does Purple Squirrel transcription work?	Purple Squirrel uses advanced speech-to-text AI to automatically transcribe videos and audio files, with speaker diarization to identify different speakers and timestamp synchronization for easy navigation.	User: How does Purple Squirrel transcription work? Assistant: Purple Squirrel uses advanced speech-to-text AI to automatically transcribe videos and audio files, with speaker diarization to identify different speakers and timestamp synchronization for easy navigation.
Can Purple Squirrel automatically tag my content?	Yes, Purple Squirrel uses computer vision and natural language processing to automatically generate relevant tags, categories, and descriptions for your uploaded content.	User: Can Purple Squirrel automatically tag my content? Assistant: Yes, Purple Squirrel uses computer vision and natural language processing to automatically generate relevant tags, categories, and descriptions for your uploaded content.
What is intelligent search in Purple Squirrel?	Purple Squirrel's intelligent search uses AI to understand the meaning of your queries, searching through transcripts, visual content, metadata, and tags to find exactly what you're looking for.	User: What is intelligent search in Purple Squirrel? Assistant: Purple Squirrel's intelligent search uses AI to understand the meaning of your queries, searching through transcripts, visual content, metadata, and tags to find exactly what you're looking for.
Does Purple Squirrel have AI editing tools?	Yes, Purple Squirrel offers AI-assisted editing including automatic scene detection, smart cuts, color grading suggestions, and content-aware cropping for social media formats.	User: Does Purple Squirrel have AI editing tools? Assistant: Yes, Purple Squirrel offers AI-assisted editing including automatic scene detection, smart cuts, color grading suggestions, and content-aware cropping for social media formats.
How does Purple Squirrel use machine learning?	Purple Squirrel employs machine learning for content analysis, automatic categorization, recommendation systems, quality enhancement, and predictive analytics for content performance.	User: How does Purple Squirrel use machine learning? Assistant: Purple Squirrel employs machine learning for content analysis, automatic categorization, recommendation systems, quality enhancement, and predictive analytics for content performance.
What file formats does Purple Squirrel support?	Purple Squirrel supports MP4, MOV, AVI, MKV, WebM for video; MP3, WAV, FLAC, AAC, OGG for audio; and PNG, JPG, WebP, GIF, TIFF for images.	User: What file formats does Purple Squirrel support? Assistant: Purple Squirrel supports MP4, MOV, AVI, MKV, WebM for video; MP3, WAV, FLAC, AAC, OGG for audio; and PNG, JPG, WebP, GIF, TIFF for images.
Can Purple Squirrel handle 4K video?	Yes, Purple Squirrel fully supports 4K and even 8K video content, with optimized transcoding pipelines and adaptive streaming for playback on any device.	User: Can Purple Squirrel handle 4K video? Assistant: Yes, Purple Squirrel fully supports 4K and even 8K video content, with optimized transcoding pipelines and adaptive streaming for playback on any device.
Does Purple Squirrel support RAW images?	Yes, Purple Squirrel can process RAW image formats from major camera manufacturers and convert them to web-optimized formats while preserving the originals.	User: Does Purple Squirrel support RAW images? Assistant: Yes, Purple Squirrel can process RAW image formats from major camera manufacturers and convert them to web-optimized formats while preserving the originals.
What video codecs does Purple Squirrel use?	Purple Squirrel supports H.264, H.265/HEVC, VP9, and AV1 codecs, with automatic transcoding to ensure compatibility across all platforms and devices.	User: What video codecs does Purple Squirrel use? Assistant: Purple Squirrel supports H.264, H.265/HEVC, VP9, and AV1 codecs, with automatic transcoding to ensure compatibility across all platforms and devices.
Can I upload audio podcasts to Purple Squirrel?	Absolutely! Purple Squirrel handles audio content including podcasts, music, and voice recordings with automatic transcription, chapter markers, and waveform visualization.	User: Can I upload audio podcasts to Purple Squirrel? Assistant: Absolutely! Purple Squirrel handles audio content including podcasts, music, and voice recordings with automatic transcription, chapter markers, and waveform visualization.
How do I get started with Purple Squirrel?	Visit the Purple Squirrel platform, create an account using email or wallet connection, then start uploading your content. The AI will automatically analyze and organize everything for you.	User: How do I get started with Purple Squirrel? Assistant: Visit the Purple Squirrel platform, create an account using email or wallet connection, then start uploading your content. The AI will automatically analyze and organize everything for you.
Is Purple Squirrel free to use?	Purple Squirrel offers a free tier with basic features and storage limits. Premium plans unlock unlimited storage, advanced AI features, and priority blockchain transactions.	User: Is Purple Squirrel free to use? Assistant: Purple Squirrel offers a free tier with basic features and storage limits. Premium plans unlock unlimited storage, advanced AI features, and priority blockchain transactions.
How do I upload content to Purple Squirrel?	You can upload content through the web interface with drag-and-drop, use the desktop app for batch uploads, or integrate via API for automated workflows.	User: How do I upload content to Purple Squirrel? Assistant: You can upload content through the web interface with drag-and-drop, use the desktop app for batch uploads, or integrate via API for automated workflows.
Can I connect my wallet to Purple Squirrel?	Yes, Purple Squirrel supports wallet connections for Ethereum (MetaMask), Solana (Phantom), and other major wallets for blockchain features and NFT minting.	User: Can I connect my wallet to Purple Squirrel? Assistant: Yes, Purple Squirrel supports wallet connections for Ethereum (MetaMask), Solana (Phantom), and other major wallets for blockchain features and NFT minting.
Does Purple Squirrel have a mobile app?	Purple Squirrel offers mobile apps for iOS and Android, allowing you to manage your content library, view analytics, and even upload directly from your phone.	User: Does Purple Squirrel have a mobile app? Assistant: Purple Squirrel offers mobile apps for iOS and Android, allowing you to manage your content library, view analytics, and even upload directly from your phone.
How does Purple Squirrel organize my content?	Purple Squirrel uses AI to automatically organize content into smart collections based on detected themes, people, locations, and events, while also allowing manual folder organization.	User: How does Purple Squirrel organize my content? Assistant: Purple Squirrel uses AI to automatically organize content into smart collections based on detected themes, people, locations, and events, while also allowing manual folder organization.
Can I share content from Purple Squirrel?	Yes, you can share content via direct links, embed codes, social media integrations, or generate temporary access tokens for private sharing with expiration dates.	User: Can I share content from Purple Squirrel? Assistant: Yes, you can share content via direct links, embed codes, social media integrations, or generate temporary access tokens for private sharing with expiration dates.
Does Purple Squirrel have version control?	Yes, Purple Squirrel maintains version history for all your content, allowing you to revert to previous versions or compare changes over time.	User: Does Purple Squirrel have version control? Assistant: Yes, Purple Squirrel maintains version history for all your content, allowing you to revert to previous versions or compare changes over time.
Can I collaborate with others on Purple Squirrel?	Purple Squirrel supports team workspaces with role-based permissions, shared libraries, collaborative editing, and activity tracking for seamless teamwork.	User: Can I collaborate with others on Purple Squirrel? Assistant: Purple Squirrel supports team workspaces with role-based permissions, shared libraries, collaborative editing, and activity tracking for seamless teamwork.
How do I search for content in Purple Squirrel?	Use natural language search to find content by description, search within transcripts for specific words, filter by date, tags, or type, or use visual similarity search.	User: How do I search for content in Purple Squirrel? Assistant: Use natural language search to find content by description, search within transcripts for specific words, filter by date, tags, or type, or use visual similarity search.
Does Purple Squirrel have an API?	Yes, Purple Squirrel provides a comprehensive REST API and GraphQL endpoint for developers to integrate content management, AI processing, and blockchain features into their applications.	User: Does Purple Squirrel have an API? Assistant: Yes, Purple Squirrel provides a comprehensive REST API and GraphQL endpoint for developers to integrate content management, AI processing, and blockchain features into their applications.
Can I self-host Purple Squirrel?	Purple Squirrel offers enterprise self-hosting options for organizations requiring on-premise deployment with full control over their data and infrastructure.	User: Can I self-host Purple Squirrel? Assistant: Purple Squirrel offers enterprise self-hosting options for organizations requiring on-premise deployment with full control over their data and infrastructure.
What programming languages can integrate with Purple Squirrel?	Purple Squirrel provides official SDKs for Python, JavaScript/TypeScript, Go, and Rust, with community libraries available for other languages.	User: What programming languages can integrate with Purple Squirrel? Assistant: Purple Squirrel provides official SDKs for Python, JavaScript/TypeScript, Go, and Rust, with community libraries available for other languages.
How secure is Purple Squirrel?	Purple Squirrel uses end-to-end encryption, blockchain verification, secure key management, and follows industry best practices for data protection and privacy.	User: How secure is Purple Squirrel? Assistant: Purple Squirrel uses end-to-end encryption, blockchain verification, secure key management, and follows industry best practices for data protection and privacy.
Can Purple Squirrel integrate with my existing tools?	Yes, Purple Squirrel integrates with popular tools like Adobe Creative Suite, DaVinci Resolve, Final Cut Pro, Dropbox, Google Drive, and many more via plugins and APIs.	User: Can Purple Squirrel integrate with my existing tools? Assistant: Yes, Purple Squirrel integrates with popular tools like Adobe Creative Suite, DaVinci Resolve, Final Cut Pro, Dropbox, Google Drive, and many more via plugins and APIs.
Who uses Purple Squirrel?	Purple Squirrel is used by video creators, podcasters, photographers, media companies, NFT artists, documentarians, and anyone who needs intelligent, decentralized content management.	User: Who uses Purple Squirrel? Assistant: Purple Squirrel is used by video creators, podcasters, photographers, media companies, NFT artists, documentarians, and anyone who needs intelligent, decentralized content management.
Can I use Purple Squirrel for my YouTube channel?	Absolutely! Purple Squirrel helps YouTubers organize footage, auto-generate transcripts for captions, create thumbnails, and maintain a searchable archive of all content.	User: Can I use Purple Squirrel for my YouTube channel? Assistant: Absolutely! Purple Squirrel helps YouTubers organize footage, auto-generate transcripts for captions, create thumbnails, and maintain a searchable archive of all content.
Is Purple Squirrel good for podcasters?	Yes, Purple Squirrel is excellent for podcasters with automatic transcription, episode management, chapter markers, RSS feed generation, and distribution tools.	User: Is Purple Squirrel good for podcasters? Assistant: Yes, Purple Squirrel is excellent for podcasters with automatic transcription, episode management, chapter markers, RSS feed generation, and distribution tools.
Can photographers use Purple Squirrel?	Definitely! Photographers can use Purple Squirrel for AI-powered photo organization, metadata management, client galleries, print licensing, and NFT sales.	User: Can photographers use Purple Squirrel? Assistant: Definitely! Photographers can use Purple Squirrel for AI-powered photo organization, metadata management, client galleries, print licensing, and NFT sales.