DeepSeek vs Llama (Meta)

Chain-of-thought reasoning solves multi-step financial models in spreadsheet via API. Open-source architecture lets compliance teams audit exactly how each answer was reached.

Multimodal feature parses documents containing tables and images within internal wiki. Liability clauses and compliance gaps extract with visual context - no separate image-to-text.

Llama 3.3 70B runs on private infrastructure with complete control over weights and inference logs. Zero records leave the internal network - financial services runs analysis 40%.

Fine-tuning on 5,000 deidentified patient notes reduces hallucinations from 12% to 2%. Legal teams achieve 85% higher statute retrieval precision after domain-specific training.

Llama API calls via Groq summarize threads, extract action items, and write issue tracker tickets in sequence. 200 weekly meeting notes processed and ticketed in under 4 minutes.