- 08 Oct, 2025 40 commits
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Stefy Lanza (nextime / spora ) authored
- Convert assign_job_with_model and assign_job_to_worker to synchronous methods - Remove asyncio dependencies from queue processing - Simplify model transfer to avoid async websocket calls for now - Fix syntax errors in cluster_master.py
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Stefy Lanza (nextime / spora ) authored
- Add VRAM requirement estimation for models - Implement intelligent worker selection based on VRAM, weight, and load - Add support for concurrent job execution with VRAM tracking - Integrate RunPod pod creation and management as fallback - Implement model loading/unloading logic to avoid redundant transfers - Add file transfer handling for shared storage and websocket fallback - Update queue system to use advanced cluster scheduling - Add job_id column to processing_queue table - Update web interface to submit jobs through queue system - Fix function name references in cluster master
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Stefy Lanza (nextime / spora ) authored
Implement advanced job scheduling system with VRAM-aware worker selection, job queuing, RunPod integration, model management, and real-time notifications - Add VRAM requirement determination for models - Implement intelligent worker selection based on VRAM availability and weights - Add job queuing when no workers available with automatic retry - Integrate RunPod pod creation and management for scaling - Implement model loading/unloading with reference counting - Add file transfer support for remote workers (shared storage + websocket) - Enable concurrent job processing with VRAM tracking - Create job results page with detailed output display - Add real-time job completion notifications with result links - Update history page with live progress updates and result links - Fix async handling in cluster master websocket communication - Add database schema updates for job tracking
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Stefy Lanza (nextime / spora ) authored
- When only 1 video-capable model exists, include hidden input field - Form still submits the correct model_path value - Maintains proper form functionality while hiding UI when not needed
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
- Model selection now only shows when there are 2+ video-capable models - When only 1 model is available, no model selection is shown (uses it automatically) - Removed the fallback text input that was showing inappropriately
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Stefy Lanza (nextime / spora ) authored
- Show model dropdown only when multiple video-capable models are available - Filter models by 'video to text' capabilities and availability status - Admins see all models, regular users see only available ones - Fall back to text input when only one or no models are available
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Stefy Lanza (nextime / spora ) authored
- Added detect_model_capabilities function that analyzes HF model tags and pipeline - Auto-detects capabilities for Hugging Face models when adding via admin or --model - Special handling for known models like Qwen VL, LLaVA, Whisper, etc. - Updated UI with hints about auto-detection
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Stefy Lanza (nextime / spora ) authored
- Added capabilities TEXT column to models table - Updated admin interface to show and edit model capabilities - Default model has 'video to text, image to text' capabilities - Added Capabilities column to models table
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Stefy Lanza (nextime / spora ) authored
- Added function to retrieve only available models for frontend/API use
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Stefy Lanza (nextime / spora ) authored
- Added available BOOLEAN column to models table - Default model is marked as available - Models specified via --model are marked as available - Updated admin interface to show and edit availability status - Added Status column to models table showing Available/Hidden
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Stefy Lanza (nextime / spora ) authored
- Added UNIQUE constraint on path column in models table - Added cleanup query to remove duplicate models, keeping only one per path
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Stefy Lanza (nextime / spora ) authored
- Modified init_db to check for existing default model before inserting - Prevents multiple insertions of the same model
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Stefy Lanza (nextime / spora ) authored
- Added ensure_model_exists function to database.py - Modified vidai.py to call ensure_model_exists when --model is specified - Automatically detects Hugging Face vs local models
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Stefy Lanza (nextime / spora ) authored
- Added models table to database - Created admin routes for model CRUD operations - Added models.html template - Added models link to admin dropdown - Implemented Hugging Face model download functionality - Added download_huggingface_model function in utils.py
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
Fix timezone issue by explicitly treating SQLite timestamps as UTC before converting to Unix timestamp
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Stefy Lanza (nextime / spora ) authored
Fix last seen timestamp parsing to handle both ISO and SQLite timestamp formats for proper timezone display
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Stefy Lanza (nextime / spora ) authored
Fix cluster status GPU detection to use available_backends instead of gpu_info for more reliable GPU client identification
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Stefy Lanza (nextime / spora ) authored
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Stefy Lanza (nextime / spora ) authored
Show connected cluster nodes in analyze page right panel, displaying hostname, IP, GPU status, weight, and last seen time
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Stefy Lanza (nextime / spora ) authored
Add documentations dropdown menu in navbar, moving API documentation and admin API documentation links
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Stefy Lanza (nextime / spora ) authored
Add admin dropdown menu in navbar for admin users, moving train, cluster tokens, cluster nodes, and configurations links
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