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The $0 Playbook: How We Train Real AI Models on Free GPUs (And Get Paid for Them)

Our team trained a 1.7B agentic model, a multilingual Nigerian speech AI, and benchmarked both — with zero dollars of compute budget . Not a demo.

  • Team trained 1.7B parameter agentic model with zero computational budget
  • Sourced free data from HF Datasets, Kaggle, Hugging Face, Common Voice
  • Monetized model through API access, fine-tuning services, and licensing

OpenAI's GPT-6.1 Sol Is Brilliant. I Still Won't Put It Inside My Agents.

OpenAI just shipped GPT-6.1 Sol (Sept 29, 2026). It's genuinely brilliant. And I still won't use it inside my agents. Don't get me wrong — for deep reasoning, GPT-6.1 is untouchable by any 1.7B model…

  • OpenAI released GPT-6.1 Sol on September 29, 2026
  • Author prefers StewMind 1.7B over GPT-6.1 Sol for agents
  • StewMind is a locally-run, offline, and free model for agentic tasks

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