computer-10

Computer-9 fine-tuned on its own conversations: 25,197 of its turns that passed a mechanical filter and a logic check, length- and surprisal-matched across bins, with only Model C's turns in the loss. Full-parameter, one epoch, lr 2e-6. Nothing in the text was edited.

Format: same as the other Computers. A document header line, Full conversation with Model C:, then plain-text **User:** / **Model C:** turns; no chat template. Sample at temperature 1.0, top-p 0.98, stop on \n\n**User:**. Weights are bf16 safetensors.