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

kentcdodds

type CacheMetadata = {
  createdTime: number
  maxAge: number | null
  expires: number | null
}

function shouldRefresh(metadata: CacheMetadata) {
  if (metadata.maxAge) {
    return Date.now() > metadata.createdTime + metadata.maxAge
  }

aperture147

package main

import (
	"bytes"
	"io/ioutil"
	"log"
	"os"
	"os/exec"
)

yuanying

#!/bin/bash

IMAGE="gcr.io/google-containers/ubuntu-slim:0.14"
COMMAND="/bin/bash"
SUFFIX=$(date +%s | shasum | base64 | fold -w 10 | head -1 | tr '[:upper:]' '[:lower:]')

usage_exit() {
    echo "Usage: $0 [-c command] [-i image] PVC ..." 1>&2
    exit 1
}

nfarina

//
// Quick & Dirty Google Cloud Storage emulator for tests. Requires
// `stream-buffers` from npm. Use it like this:
//
// `new MockStorage().bucket('my-bucket').file('my_file').createWriteStream()`
//

class MockStorage {
  buckets: {[name: string]: MockBucket};

lummie

package enum_example

import (
	"bytes"
	"encoding/json"
)

// TaskState represents the state of task, moving through Created, Running then Finished or Errorred
type TaskState int

fevangelou

# === Optimized my.cnf configuration for MySQL/MariaDB (on Ubuntu, CentOS, Almalinux etc. servers) ===
#
# by Fotis Evangelou, developer of Engintron (engintron.com)
#
# ~ Updated December 2021 ~
#
#
# The settings provided below are a starting point for a 8-16 GB RAM server with 4-8 CPU cores.
# If you have different resources available you should adjust accordingly to save CPU, RAM & disk I/O usage.
#

Willmo36

rx.Observable.prototype.safeSubscribe = function(scope, fn, err, cmp) {
    var disposable = this.safeApply(scope, fn).subscribe(angular.noop, err, cmp);
    scope.$on("$destroy", function() {
        disposable.dispose();
    });
    return disposable;
};

willurd

Each of these commands will run an ad hoc http static server in your current (or specified) directory, available at http://localhost:8000. Use this power wisely.

Discussion on reddit.

Python 2.x

$ python -m SimpleHTTPServer 8000

siongui

$scope.safeApply = function(fn) {
  var phase = this.$root.$$phase;
  if(phase == '$apply' || phase == '$digest')
    this.$eval(fn);
  else
    this.$apply(fn);
};

// OR