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

morkrispil

import pandas as pd
import numpy as np
import multiprocessing
from functools import partial

def _df_split(tup_arg, **kwargs):
	split_ind, df_split, df_f_name = tup_arg
	return (split_ind, getattr(df_split, df_f_name)(**kwargs))

def df_multi_core(df, df_f_name, subset=None, njobs=-1, **kwargs):

lor3

using System;
using System.Collections.Generic;
using System.IO;
using System.Text;
using ICSharpCode.SharpZipLib.BZip2;
using Microsoft.WindowsAzure.Storage;
using Microsoft.WindowsAzure.Storage.Table;
using Newtonsoft.Json;

namespace Data.Entities

tombowers

var id = 1;
using (var db = new entityContext())
{
	// Select entity
	var entity = db.dbset.FirstOrDefault(e => e.ID == id);
	if (entity != null)
	{
		// Remove Entity
		db.dbset.Remove(entity);
		db.SaveChanges();