YouTube Channel
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The above conclusions all come from the hands-on testing process of a single YouTube channel, with a sample of only one prompt task; the performance of each layer of capability may differ under different task types, and whether the open-source combination's self-correction capability can be stably reproduced still requires more independent verification.
The decomposability of task vectors was cross-validated by the research team's experiments on multiple model families and by independent analysts (such as Bilibili uploaders and YouTube channels).
All Facts (2)
The above conclusions all come from the hands-on testing process of a single YouTube channel, with a sample of only one prompt task; the performance of each layer of capability may differ under different task types, and whether the open-source combination's self-correction capability can be stably reproduced still requires more independent verification.
50%UnverifiedThe decomposability of task vectors was cross-validated by the research team's experiments on multiple model families and by independent analysts (such as Bilibili uploaders and YouTube channels).
50%