$STRX
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Comments
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Total Engagement - Comments: 56, Retweets: 20, Likes: 101, Impressions: 3099
Verbatim Community Citations & Social Evidence 1 source posts analyzed
Fine-tuning GPT-4o via API: ~$640 for a 50K-example run. Fine-tuning Llama 3.1 70B on io.net: ~$26. Same task, but with full weight ownership, no API dependency, and 25x cheaper. Most teams don't need a frontier API. They need the right open-source model on
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AI visual note: "LLM Fine-Tuning Budget Guide" by io.net, featuring a 3D stack of AI-themed blocks, illustrating the cost comparison between expensive API fine-tuning and affordable decentralized GPU fine-tuning for large language models.