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FemtoRhythm/README.md

FemtoRhythm

AI Infra · 3D Reconstruction · LLM Architecture

梦里不知身是客 — 从硬件特性出发设计算法

Tech Stack

Languages

Python Rust C++ CUDA Bash

AI / ML Framework

PyTorch Transformers NumPy OpenCV scikit-learn

Model Architecture

Transformer ResNet CNN GQA Sparse_Attention KV_Cache VQ-VAE

Inference & Serving

Dynamo vLLM TensorRT Triton Safetensors

3D / CV

Open3D COLMAP 3DGS TSDF ICP Poisson

Infrastructure

Docker Linux uv Git

Projects

Pyramis-L3D

分层稀疏注意力 · CPU L1/L2/L3 + TLB 启发
亚线性 KV 缓存 · O(k) 稀疏路由
PPL 1.027 vs MLA 8.376 · 4.47M params

RGB-D 3D Recon

TSDF 融合 + Poisson 桥接 + 精修
替代 ICP · 无累积漂移
转轴残差 0.167mm · 连通域 99.9%

Insta360 3DGS

.insv → 全景 3D Gaussian Splatting
等矩形 SfM + 立方体面展开
MediaSDK · COLMAP · 端到端 PLY

Repos Stars Followers Created TopLang LastCommit



Email GitHub HuggingFace

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