💡 How to use these prompts:
Replace everything in [BRACKETS] with your specific details before sending.
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Read this model licence. Tell me in plain language: can I use it commercially, can I fine-tune it, can I redistribute the weights, can I use outputs to train another model, and are there named use restrictions. Quote the clause behind each answer.
For every benchmark figure in this release, tell me whether it was produced by the releasing organisation or by an independent party. Flag any described as internal. Then tell me which claims would change if independent results differed.
List the models this release compares itself against. Then list the obvious competitors it does not compare against, and tell me for each whether the omission is likely innocent or convenient.
Given the parameter count, architecture and any stated quantisation in this release, estimate the hardware needed to run it at usable speed. Give me a minimum viable setup and a comfortable setup, and name the trade-off between them.
Locate everything this release says about what the model cannot do, where it fails, or what has not been validated. Quote each one. If there is no limitations section, say so plainly, because that absence is itself information.
Based on this release, design a short evaluation I could run in one afternoon on my own data that would tell me whether the claims hold for my use case. Be specific about what to measure and what result would mean no.