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validator: on a small testnet card the probe agent is a small model, the reference runs its quantised build, and only declared bases are fetched and run - #173
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…the reference runs its quantised build, and only declared bases are fetched and run
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A single GPU under 40 GB cannot hold the 7B probe agent next to the 7B reference with 32k context. On testnet the validator now places, automatically: the probe agent as Qwen2.5 0.5B Instruct at a 0.15 memory share, the reference SLM as the AWQ build of the reference model (vLLM awq_marlin) at 0.8, and each miner's model at 0.8. It also reads each roster entry's declared base (manifest, then training/recipe.json) and fetches and runs only those bases, instead of every allowed base. Mainnet placement is unchanged and still refuses a card without room.
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