ratio := 3.14; // inferred as float
// mt data in row-major order: [1.0, 4.0, 2.0, 5.0, 3.0, 6.0]For higher-dimensional tensors, .transpose() reverses all axes. A tensor with shape [2, 3, 4] becomes [4, 3, 2]:
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Tied embed, RoPE digit routing, SiLU carry logic
With the closure of the HuggingFace LLM leaderboard, and no access to powerful GPUs, I stopped running experiments. But with the flood of new Open Source models (Qwen, MiniMax, GLM, and more), and finally having just enough compute at home, I have started working on the current batch of LLMs. The heatmaps keep coming back with the same general story, but every architecture has its own neuroanatomy. The brains are different. The principle is the same. And some models are looking really interesting (Qwen3.5 27B in particular). I will release the code along with uploading new RYS models and a blog post once my Hopper-system finishes grinding on MiniMax M2.5.。关于这个话题，谷歌提供了深入分析
Not comfortable with numbers? Let's try to visualise it with 1ns = 1s! On。业内人士推荐whatsapp作为进阶阅读
repo: replicated.live