Published on: 2025-06-19 08:40:11
if the LaTeX is not loading, refresh the page. This post is analogous to and heavily inspired by the Annotated Transformer but for KANs. It is fully functional as a standalone notebook, and provides intuition along with the code. Most of the code was written to be easy to follow and to mimic the structure of a standard deep learning model in PyTorch, but some parts like training loops and visualization code were adapted from the original codebase. We decided to remove some sections from the ori
Keywords: function kan model self torch
Find related items on AmazonPublished on: 2025-06-24 09:34:28
Llama from scratch (or how to implement a paper without crying) 09 Aug, 2023 Llama from scratch I want to provide some tips from my experience implementing a paper. I'm going to cover my tips so far from implementing a dramatically scaled-down version of Llama for training TinyShakespeare. This post is heavily inspired by Karpathy's Makemore series, which I highly recommend. I'm only going to loosely follow the layout of their paper; while the formatting and order of sections makes sense for
Keywords: config d_model model self torch
Find related items on AmazonPublished on: 2025-07-29 16:47:04
Implement Flash Attention Backend in SGLang - Basics and KV Cache April 26, 2025 Authored by Biao He Qingquan Song 0x0. Introduction In the past few weeks, we’ve implemented the Flash Attention Backend end-to-end in SGLang, which is now the default attention backend as of SGLang 0.4.6 release. Throughout this journey, we learned a lot about how Attention Backend functions in modern LLM serving engines and developed a deeper understanding of Flash Attention itself. In this series, we’ll walk
Keywords: attention backend kv metadata torch
Find related items on AmazonPublished on: 2025-08-23 12:19:06
Govee may be the most recognized and high-end brand out there in the smart lighting market, but it’s not the only option. There are other brands for those who can afford a premium product for a fraction of the price. One such brand is Torchlet, which is a strong contender on this segment. For sale now on Amazon for just $19—a full 60% off its normal price of $49—Torchlet’s Corner Floor Lamp is cheap and it has become the #1 best-seller in its category. With a price that is so hard to match, it’
Keywords: colors lamp lighting room torchlet
Find related items on AmazonPublished on: 2025-09-23 14:59:26
@inproceedings { wang2025vggt , title = { VGGT: Visual Geometry Grounded Transformer } , author = { Wang, Jianyuan and Chen, Minghao and Karaev, Nikita and Vedaldi, Andrea and Rupprecht, Christian and Novotny, David } , booktitle = { Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition } , year = { 2025 } } Overview Visual Geometry Grounded Transformer (VGGT, CVPR 2025) is a feed-forward neural network that directly infers all key 3D attributes of a scene, includin
Keywords: images model point torch vggt
Find related items on AmazonPublished on: 2025-09-25 21:11:53
AITER: AI Tensor Engine For ROCm# Performance optimization is critical when working with GPUs, especially for tasks involving artificial intelligence, which can be extremely demanding. To fully leverage the capabilities of advanced hardware, it’s essential to master optimization strategies and ensure every available resource is utilized efficiently. In this blog we will provide an overview of AMD’s AI Tensor Engine for ROCm (AITER) and show you how easy it is to integrate AITER kernels in basic
Keywords: ai aiter amd performance torch
Find related items on AmazonPublished on: 2025-09-26 07:39:04
This post is a long form essay version of a talk about PyTorch internals, that I gave at the PyTorch NYC meetup on May 14, 2019. Hi everyone! Today I want to talk about the internals of PyTorch. This talk is for those of you who have used PyTorch, and thought to yourself, "It would be great if I could contribute to PyTorch," but were scared by PyTorch's behemoth of a C++ codebase. I'm not going to lie: the PyTorch codebase can be a bit overwhelming at times. The purpose of this talk is to put
Keywords: code dispatch pytorch tensor tensors
Find related items on AmazonPublished on: 2025-10-19 04:15:10
Another shonen manga has been deemed worthy to become an anime—but this one’s different from the rest. During its Emerald City Comic-Con panel, Viz Media announced an adaptation of Tsuyoshi Takaki’s 2016 shonen Black Torch from 100studio and director Kei Umabiki (Quality Assurance in Another World). The series stars Jiro Azuma, a teen ninja that can talk to animals. After rescuing a cat that’s actually an evil spirit (or mononoke) named Rago of the Black Star of Doom, Jiro is killed by Rago’s a
Keywords: anime black jiro rago torch
Find related items on AmazonPublished on: 2025-11-08 06:27:29
DeepEP DeepEP is a communication library tailored for Mixture-of-Experts (MoE) and expert parallelism (EP). It provides high-throughput and low-latency all-to-all GPU kernels, which are also as known as MoE dispatch and combine. The library also supports low-precision operations, including FP8. To align with the group-limited gating algorithm proposed in the DeepSeek-V3 paper, DeepEP offers a set of kernels optimized for asymmetric-domain bandwidth forwarding, such as forwarding data from NVLi
Keywords: _buffer buffer gb tensor torch
Find related items on AmazonPublished on: 2025-11-04 20:57:13
[ View in English | 中文版文档点这里 ] This project is an enhanced version based on naklecha/llama3-from-scratch. It has been comprehensively improved and optimized on the basis of the original project, aiming to help everyone more easily understand and master the implementation principle and the detailed reasoning process of the Llama3 model. Thanks to the contributions of the original author :) The following are the core improvements of this project: Structural Optimization The presentation se
Keywords: attention inf token tokens torch
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