4 results
Validate-then-repair patterns for tool call resilience. Four deterministic repairs, repair notes, and the structural insight that tool confusion is a harness problem, not a model problem. Based on CommandCode's approach that made DeepSeek V4 Pro outperform Opus 4.7 on tool calling.
DeepSeek Harness 插件：把手机端 Local Dream 的本地 NPU 生图接进对话，一句话出图、图生图、放大与分块重绘，全程离线不计费。
NovelAI Diffusion V4.5 Full image generation for DeepSeek Harness: text-to-image, Danbooru tag lookup, and image-to-prompt reverse engineering.
Fusion mode generation tool for the DeepSeek Harness: sample the model N times with different temperatures, then let the model itself pick the most suitable answer.