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Quickstart: GLM-4.6V-Flash with mlx-vlm on macOS (Apple Silicon)

This guide walks you through setting up a minimal project that uses mlx-vlm to run the

mlx-community/GLM-4.6V-Flash-4bit vision model on a sample image.

1. Install uv (if not installed)

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[[source]]
name = "pypi"
url = "https://pypi.org/simple"
verify_ssl = true

[dev-packages]

[packages]
mysql-connector-python = "*"

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"""
Custom table expectation which checks whether the row count is greater than the row count of other tables.

There are different ways to compare the row counts:
    * With absolute values, if one row count value of the other tables is greater than the current then the validation
    fails,
    * With mean values, if the mean of value of the other tables row count is greater than the current row count then
    the validation fails.
"""
from copy import deepcopy

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#remove unsued layers

1. Get all functions;
2. Get all layers;
3. Get all layers versions;
4. From functions, take in use layers;
5. Take more +10 and -10 they are possible in use;
6. Not in use = versions - possible in use;
7. Remove not in use if you pass the safe word.

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/*  Android ssl certificate pinning bypass script for various methods
	by Maurizio Siddu
	
	Run with:
	frida -U -f [APP_ID] -l frida_multiple_unpinning.js --no-pause
*/

setTimeout(function() {
	Java.perform(function () {
		console.log('');

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/* Useful celery config.

app = Celery('tasks',
             broker='redis://localhost:6379',
             backend='redis://localhost:6379')

app.conf.update(
    CELERY_TASK_RESULT_EXPIRES=3600,
    CELERY_QUEUES=(
        Queue('default', routing_key='tasks.#'),

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Transparent proxy for Docker containers

If the Docker host is placed inside a proxy server, it needs to add the proxy configuration to each Dockerfile such as ENV http_proxy.

Following allows transparent access from the container to outside without any proxy configuration.

1. Set up the transparent proxy
2. Apply iptables rule for the transparent proxy

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#!/usr/bin/env python2

import SimpleHTTPServer
import SocketServer
import logging

PORT = 8000

class GetHandler(SimpleHTTPServer.SimpleHTTPRequestHandler):

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/* Utilities */

var RANDOM = function() {};

function _randomInt(min, max) {
    return Math.floor(Math.random() * (max - min + 1)) + min;
}

function _randomHex(len) {
    var hex = '0123456789abcdef';