DeepSeek
Open-weight model family notable for efficient training at frontier scale.
Resumen
DeepSeek is an open-weight model family whose published training methods attracted attention for reaching competitive quality at lower reported cost. It solves the cost question in training rather than in inference, which is where most optimisation effort goes. It exists as evidence that architecture and training-schedule choices matter enough to change what a given budget can produce, and its weights and methods are published.
Grafo de tecnologías
Cómo se conecta DeepSeek con el resto del stack.
Usa y depende de
- Transformer architecture Algorithms DeepSeek based on Transformer High ✓ source
Aplicado a
- MoE architecture Algorithms MoE used for DeepSeek High ✓ source
Herramientas
Software que implementa o se integra con DeepSeek.
Infrastructure
Alternativas
Comparativas
Comparativas detalladas con las alternativas anteriores.