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Articles: Open Weights

5 articles on this topic.

Mistral OCR: cut your bill 10x with open weightsGuide

Mistral OCR: cut your bill 10x with open weights

Mistral OCR costs $4 per 1,000 pages. An open-weight OCR on a European GPU drops to $0.15 and stays sovereign. Benchmark, break-even point and pitfalls.

10 min
AI Inference: the 7 ways to run your models in the enterpriseGuide

AI Inference: the 7 ways to run your models in the enterprise

Enterprise AI inference: 7 approaches compared, from buying GPUs to a turnkey provider. Real costs, sovereignty, latency and how to choose.

11 min
Enterprise AI SLA: one AI provider for your agents is not enoughGuide

Enterprise AI SLA: one AI provider for your agents is not enough

Why one provider is not enough for an enterprise AI SLA. Compare commitments, multi-provider gateways and fallbacks for RAG and AI assistants.

3 min
How a Failed Demo Forced Us to Rethink Our Embedding StrategyConcepts

How a Failed Demo Forced Us to Rethink Our Embedding Strategy

ATG’s lessons learned from our embedding solutions in production

4 min
Open-Source in AI: The Big MisunderstandingConcepts

Open-Source in AI: The Big Misunderstanding

Open-source vs open-weight: why LLMs can't be truly open-source like Linux, and what you actually get when a model releases its weights.

3 min