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

rusrushal13

Conferences

• Hydraconf

Summer School

• Summer school on practice and theory of Distributed Computing

Books

• Distributed Systems 3rd Edition by Maarten van Steen and Andrew S. Tanenbaum
• Data Intensive Applications by Martin Kleppmann

persiyanov

Goal

Want to move computation on machine with much power. We will set up Anaconda 4.0.0 and XGBoost 0.4 (it is tricky installable).

Preliminaries

• Amazon AWS Educate gives 100$ for MIPT students.
• GitHub Students Pack additionaly gives 15$.

Let's start

AWS Console and launching EC2 Instance.

arikfr

Setup

$ pip install click requests

Usage

$ python query_export.py --redash-url "https://app.redash.io/" --api-key ""

CamDavidsonPilon

{
  "lines.linewidth": 2.0,
  "examples.download": true,
  "patch.linewidth": 0.5,
  "legend.fancybox": true,
  "axes.color_cycle": [
    "#30a2da",
    "#fc4f30",
    "#e5ae38",
    "#6d904f",

ysimonson

from tornado import auth, httpclient, httputil, escape
import urllib.request
import urllib.parse
import urllib.error
import functools

REQUEST_TIMEOUT = 20.0


class LinkedInMixin(auth.OAuth2Mixin):

esperlu

#!/bin/sh

# Converts a mysqldump file into a Sqlite 3 compatible file. It also extracts the MySQL `KEY xxxxx` from the
# CREATE block and create them in separate commands _after_ all the INSERTs.

# Awk is choosen because it's fast and portable. You can use gawk, original awk or even the lightning fast mawk.
# The mysqldump file is traversed only once.

# Usage: $ ./mysql2sqlite mysqldump-opts db-name | sqlite3 database.sqlite
# Example: $ ./mysql2sqlite --no-data -u root -pMySecretPassWord myDbase | sqlite3 database.sqlite