Why Use Open Models
Migration Guides
Audio
Whisper API → Whisper.cpp
Test Notebook Demo
Text-to-Speech → Bark (Coming Soon)
Audio Classification (Coming Soon)
Music Generation (Coming Soon)
+ 2 more recipes (Coming Soon)
Video
Video Understanding → Video-LLaMA (Coming Soon)
Video Generation → Stable Video Diffusion (Coming Soon)
Video-to-Text (Coming Soon)
Video Editing (Coming Soon)
+ 2 more recipes (Coming Soon)
Multimodal
GPT-4V → LLaVA (Coming Soon)
DALL-E → Stable Diffusion (Coming Soon)
Whisper → Whisper.cpp
Video Understanding (Coming Soon)
+ 4 more recipes (Coming Soon)
Text
GPT-4 → Llama 3 (Coming Soon)
GPT-3.5 → Mistral (Coming Soon)
Embeddings → Sentence Transformers (Coming Soon)
Fine-tuning → LoRA (Coming Soon)
+ 5 more recipes (Coming Soon)
Guardrails
Content Moderation (Coming Soon)
Prompt Injection Protection (Coming Soon)
Output Validation (Coming Soon)
Rate Limiting (Coming Soon)
+ 6 more recipes (Coming Soon)
Optimization
Model Quantization (Coming Soon)
Local Deployment (Coming Soon)
Caching Strategies (Coming Soon)
Batch Processing (Coming Soon)
+ 3 more recipes (Coming Soon)
Abubakar's Picks
My curated recommendations for the best open-source models across different AI tasks