veekaybee

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

sdondley

Super Guide to the split-window tmux Subcommand (and Beyond)

Guide overview

tmux, like other great software, is deceptive. On the one hand, it's fairly easy to get set up and start using right away. On the other hand, it's difficult to take advantage of tmux's adanced power features without spending some quality alone time with the manual. But the problem with manuals is that they aren't geared toward beginners. They are geared toward helping seasoned developers and computer enthusiasts quickly obtain the

HarshTrivedi

import torch
from torch import LongTensor
from torch.nn import Embedding, LSTM
from torch.autograd import Variable
from torch.nn.utils.rnn import pack_padded_sequence, pad_packed_sequence

## We want to run LSTM on a batch of 3 character sequences ['long_str', 'tiny', 'medium']
#
#     Step 1: Construct Vocabulary
#     Step 2: Load indexed data (list of instances, where each instance is list of character indices)

francesco-romano

Introduction

A clean and handy way to deal with your documentation is to exploit the GitHub Pages, which represents a nice tool to publish software documentation online.

Everything is basically done through the special branch called gh-pages. The branch must contain at the root level the index.html file pointing to the static documentation (generally generated via doxygen) stored somewhere within the branch itself. Further, the static documentation might be composed of many products (sometimes images), thus it would be worth saving space on the repository by not retaining any history for those files.

First off, we explain how to create the infrastructure for the documentation using git and keep it up-to-date throughout the changes the code undergoes. Then, we will dig into how we can use doxygen to generate the documentation.

Let's start ✨

pmav99

{
  "logging": {
    "version": 1,
    "disable_existing_loggers": true,
    "formatters": {
      "brief": {
        "class": "logging.Formatter",
        "datefmt": "%I:%M:%S",
        "format": "%(levelname)-8s; %(name)-15s; %(message)s"
      },

pseudomuto

#include <stdlib.h>
#include <string.h>
#include <assert.h>
 
#include "list.h"
 
void list_new(list *list, int elementSize, freeFunction freeFn)
{
  assert(elementSize > 0);
  list->logicalLength = 0;

fnielsen

# $Id: Nielsen2012Python_case.py,v 1.2 2012/09/02 16:55:25 fn Exp $

# Define a url as a Python string (note we are only getting 100 documents)
url = "http://wikilit.referata.com/" + \
    "wiki/Special:Ask/" + \
    "-5B-5BCategory:Publications-5D-5D/" + \
    "-3FHas-20author%3DAuthor(s)/-3FYear/" + \
    "-3FPublished-20in/-3FAbstract/-3FHas-20topic%3DTopic(s)/" + \
    "-3FHas-20domain%3DDomain(s)/" +  \
    "format%3D-20csv/limit%3D-20100/offset%3D0"