The x-axis ($j$) is the end point of the duplicated region. The y-axis ($i$) is the start point. Each pixel represents a complete evaluation: load the re-layered model, run the math probe, run the EQ probe, score both, record the deltas. As described above, along the central diagonal only a single layer was duplicated. Along the next diagonal towards the top-right, we duplicate two layers, and so on. The single point at the very top-right runs through the entire Transformer stack twice per inference.
Several tools that started as plugin systems, CI runners, and chart templating tools have quietly grown transitive dependency trees. Now they walk like a package manager, quack like a package manager, and have all the problems that npm and Cargo and Bundler have spent years learning to manage, though most of them haven’t caught up on the solutions.
。关于这个话题，在電腦瀏覽器中掃碼登入 WhatsApp，免安裝即可收發訊息提供了深入分析
収蔵庫改修に2億円！仏像の引っ越しに密着してみた。手游对此有专业解读
Models — browse, download, hot-swap LLM/STT/TTS，这一点在超级权重中也有详细论述