Birch-san

from __future__ import annotations
"""
Fused Attention
===============

This is a Triton implementation of the Flash Attention v2 algorithm from Tri Dao (https://tridao.me/publications/flash2/flash2.pdf)

Credits: OpenAI kernel team
Extra Credits:

Ryu1845

import gc
from typing import Tuple

import torch
import torch.nn.functional as F
import triton
import triton.language as tl
import triton.testing
from kernels import get_kernel

Seas0

Running multiple tailscaled instances with netfilter integration disabled

---

This guide explains how to spawn multiple instances of tailscaled on a single system using a systemd.service(5) template and, optionally, customized configurations. By setting "netfilterMode": "off" in all configurations (or by manually configuring them using tailscale up --netfilter-mode off), you can connect to multiple Tailnets simultaneously without resorting to SOCKS proxy–based userspace networking, while preserving functionalities like Magic DNS integration with systemd-resolved (i.e. you can simutaneously have direct access to other machines in BOTH tailnets via their hostnames).

DISCLAIMER: This method completely disables Tailscale’s automatic (iptables/nftables) netfilter firewall rule creation and management. As firewall rules from an earlier tailscaled instance would be wiped out by a new one, potentially locking you out.

thesamesam

FAQ on the xz-utils backdoor (CVE-2024-3094)

This is a living document. Everything in this document is made in good faith of being accurate, but like I just said; we don't yet know everything about what's going on.

Update: I've disabled comments as of 2025-01-26 to avoid everyone having notifications for something a year on if someone wants to suggest a correction. Folks are free to email to suggest corrections still, of course.

Background

padeoe

🤗Huggingface Model Downloader

Note

(2025-01-08) Add feature for 🏷️Tag(Revision) Selection, contributed by @Bamboo-D.
(2024-12-17) Add feature for ⚡Quick Startup and ⏭️Fast Resume, enabling skipping of downloaded files, while removing the git clone dependency to accelerate file list retrieval.

Considering the lack of multi-threaded download support in the official huggingface-cli, and the inadequate error handling in hf_transfer, This command-line tool leverages curl and aria2c for fast and robust downloading of models and datasets.

Features

• ⏯️ Resume from breakpoint: You can re-run it or Ctrl+C anytime.

jmceleney

import ssl
import socket

# This script simply replays one side of an intercepted conversation between two Xiaomi
# RB01 (International) AX3200 routers negotiating meshing.
# In effect the script poses as a mesh slave, which causes the mesh master to enable netmode4.
# Enabling netmode is needed as one step in unlocking the router and flashing OpenWrt.
# The router should already have been taken through basic set-up before running this script.
# Netmode4 can be confirmed with curl by requesting the following URL, where ${token} is the "stok"
# variable from your admin session:

francois-rozet

#!/usr/bin/env python

import math
import matplotlib.pyplot as plt
import torch
import torch.nn as nn

from sklearn.datasets import make_moons
from torch import Tensor
from tqdm import tqdm

solarkraft

# This script automatically handles Syncthing conflicts on text files by applying a
# git three-way merge between the previously synced version and each divergent version.

# It depends on the watchdog package and git.

# For automatic dependency installation when running with ´uv run --script deconflicter.py´:
# /// script
# requires-python = ">=3.10"
# dependencies = [
#     "watchdog",

981213

// SPDX-License-Identifier: BSD-1-Clause
/*
 * Copyright (C) 2022 Chuanhong Guo <gch981213@gmail.com>
 *
 * CH347 SPI library using libusb. Protocol reverse-engineered from WCH linux library.
 * FIXME: Every numbers used in the USB protocol should be little-endian.
 */

#include <ch347.h>
#include <stdio.h>

Zeinok

Made possible with this reddit post.

Install

wine regedit wine-breeze-dark.reg

Uninstall (Reset Wine color scheme)

wine regedit wine-reset-theme.reg