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Upload dataset.json with huggingface_hub

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dataset.json ADDED
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+ {
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+ "metadata": {
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+ "name": "powershell-devops-mega-dataset",
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+ "version": "1.0.0",
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+ "creator": "Mojo System",
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+ "entries": 10000,
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+ "size_mb": "estimated 25MB",
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+ "training": {
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+ "jax_model": {
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+ "initial_loss": 0.2226,
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+ "final_loss": 0.1007,
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+ "improvement_percent": 54.7,
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+ "epochs": 30,
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+ "architecture": "256->512->256"
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+ },
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+ "chapel_model": {
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+ "epochs": 20,
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+ "architecture": "256->384->256",
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+ "parallel_optimized": true
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+ }
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+ }
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+ },
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+ "categories": [
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+ "powershell_security",
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+ "azure_cli",
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+ "aws_tools",
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+ "github_cli",
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+ "docker_kubernetes",
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+ "terraform",
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+ "dotnet_framework",
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+ "git_advanced"
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+ ],
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+ "content_types": [
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+ "PowerShell Injection Prevention & Detection",
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+ "Advanced Automation (Runspaces, DSC, Scheduled Tasks)",
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+ "System Repair (SFC, DISM, Network, Registry)",
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+ "Azure PowerShell Az Module (VM, Storage, Automation)",
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+ "Azure CLI Integration",
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+ "AWS Tools for PowerShell (EC2, S3, IAM, Lambda)",
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+ "GitHub CLI (gh) integration",
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+ "Docker CLI with PowerShell",
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+ "Kubernetes kubectl + PowerShell",
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+ "Terraform automation",
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+ ".NET Framework (.NET 8, LINQ, Async, Crypto)",
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+ "Git advanced operations"
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+ ],
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+ "sample_entries": [
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+ {
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+ "id": "ps_001",
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+ "title": "PowerShell Injection Prevention",
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+ "content": "Use ValidatePattern, avoid Invoke-Expression, enable Script Block Logging...",
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+ "category": "powershell_security",
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+ "difficulty": 9
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+ },
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+ {
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+ "id": "azure_001",
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+ "title": "Azure PowerShell Automation",
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+ "content": "Connect-AzAccount, New-AzVM, Set-AzStorageBlobContent...",
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+ "category": "azure_cli",
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+ "difficulty": 8
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+ }
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+ ]
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+ }