👺

Eros zyxuaan

👺

Nought.

lltx / terminal-setup.md

Created March 23, 2026 01:07

🚀 现代化终端配置指南 - Ghostty + Zoxide + Yazi + Oh-My-Zsh

🚀 现代化终端配置指南

Ghostty + Zoxide + Yazi + Oh-My-Zsh 完整配置

Ryu1845 / lru.py

Last active December 13, 2023 13:17

Linear Recurrent Unit (LRU) from the paper ["Resurrecting Recurrent Neural Networks for Long Sequences"](https://arxiv.org/abs/2303.06349)

	"""
	Simplified Implementation of the Linear Recurrent Unit
	------------------------------------------------------
	We present here a simplified JAX implementation of the Linear Recurrent Unit (LRU).
	The state of the LRU is driven by the input $(u_k)_{k=1}^L$ of sequence length $L$
	according to the following formula (and efficiently parallelized using an associative scan):
	$x_{k} = \Lambda x_{k-1} +\exp(\gamma^{\log})\odot (B u_{k})$,
	and the output is computed at each timestamp $k$ as follows: $y_k = C x_k + D u_k$.
	In our code, $B,C$ follow Glorot initialization, with $B$ scaled additionally by a factor 2
	to account for halving the state variance by taking the real part of the output projection.

sgraaf / ddp_example.py

Last active November 7, 2024 05:39

PyTorch Distributed Data Parallel (DDP) example

	#!/usr/bin/env python
	# -- coding: utf-8 --
	from argparse import ArgumentParser

	import torch
	import torch.distributed as dist
	from torch.nn.parallel import DistributedDataParallel as DDP
	from torch.utils.data import DataLoader, Dataset
	from torch.utils.data.distributed import DistributedSampler
	from transformers import BertForMaskedLM

BIGBALLON / extract_ILSVRC.sh

Created May 13, 2018 20:09

script for ImageNet data extract.

	#!/bin/bash
	#
	# script to extract ImageNet dataset
	# ILSVRC2012_img_train.tar (about 138 GB)
	# ILSVRC2012_img_val.tar (about 6.3 GB)
	# make sure ILSVRC2012_img_train.tar & ILSVRC2012_img_val.tar in your current directory
	#
	# https://github.com/facebook/fb.resnet.torch/blob/master/INSTALL.md
	#
	# train/