SN3 Adjusts Delta, Combats Model Copy Attacks
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τeuτonic is addressing copy-paste mining (particularly from a miner called Yoshi) and low-quality LoRA training by reducing the delta parameter from 3.3 to 0.0025. This penalizes trivial model variants and makes copying economically unfeasible. The team also rolled out HuggingFace integration for mining and is investigating validator commit-detection issues affecting model queue placement.
- •Delta reduced to 0.0025 to shield against naive LoRAs and copy attacks
- •HuggingFace account now required for mining; registration simplified
- •Validator commit-detection logic broken; models not queuing despite successful commits
- •Discussion of one-hotkey-per-model enforcement to prevent spam registration
Distilled from 43 team messages in the official Bittensor Discord. Generated by Claude Haiku 4.5.
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