Open-weight H2O-Danube2-1.8B
Tiny high-performance GenAI LLM
#1 foundation model on Hugging Face LLM Leaderboard for <2B range
This model is ideal for fine-tuning on domain-specific datasets, economically efficient for inference and training, and easily embedded on edge devices like mobile phones and drones. It outperforms leading competitors such as Microsoft Phi-2 and Google Gemma 2, offering significant economic and deployment advantages for enterprise and edge computing applications.
- Cost savings on the H2O.ai Platform. 200x cheaper on query cost.
- Serve more users. Better accuracy with up to 100% cheaper on document processing.
Early H2O Danube2 applications
PII Detection
Detect patterns of personal identification Kaggle
LLM Generated Content Detection
Easier to detect human generated
Guardrails LLMs and Gateway LLM
LLM Safety with an LLM
Own Your Data
Post-train and fine-tune LLMs on your tokens for best price / performance on commodity hardware
