w0rd-driven

Success Stories of Fine-Tuning LLMs Across Industries

Below is a summary of diverse use cases where companies fine-tuned large language models (LLMs) to solve business challenges that previous methods struggled with. Each case highlights the challenge, the fine-tuning approach, and the key results achieved.

Summary of Fine-Tuning Success Cases

Use Case	Key Results	Source Link
Wealth Management Assistant (Finance)	98% advisor adoption; document access up from 20% to 80%	OpenAI & Morgan Stanley
Insurance Claims AI (Insurance)	30% accuracy improvement vs. generic LLMs	[Insurance News (EXL)](https://www.insurancenews.c

w0rd-driven

Efficient Group Updates with Nested Kino Frames

Mix.install([
  {:kino, "~> 0.14.2"},
  {:kino_user_presence, "~> 0.1.2"}
])

w0rd-driven

Stuff I wish I'd known sooner about service workers

I recently had several days of extremely frustrating experiences with service workers. Here are a few things I've since learned which would have made my life much easier but which isn't particularly obvious from most of the blog posts and videos I've seen.

I'll add to this list over time – suggested additions welcome in the comments or via twitter.com/rich_harris.

Use Canary for development instead of Chrome stable

Chrome 51 has some pretty wild behaviour related to console.log in service workers. Canary doesn't, and it has a load of really good service worker related stuff in devtools.

w0rd-driven

#include <stdio.h>
#include <windows.h>

#pragma comment(lib, "winmm.lib")

void Nothing(WORD wKey)
{
}

void PrintKey(WORD wKey)

w0rd-driven

  @default_timeout 100
  @check_interval 10

  # Test Helpers

  defp wait_for(fun, timeout \\ @default_timeout) do
    start_time = System.monotonic_time(:millisecond)
    ref = make_ref()

    try do

w0rd-driven

import { useEffect, useRef } from 'react';

const useInactivityTimeout = (timeoutInHours) => {
  const timeoutInMillis = timeoutInHours * 60 * 60 * 1000;
  const timer = useRef(null);

  useEffect(() => {
    if (navigator.userActivation) {
      if(navigator.userActivation.isActive){        
        if (timer.current) {

w0rd-driven

defmodule OperationsTest do
  use ExUnit.Case, async: true

  def make_mod() do
    String.to_atom("Elixir.Test#{System.unique_integer([:positive])}")
  end

  describe "operation/2" do
    setup do
      mod = make_mod()

w0rd-driven

<!-- livebook:{"persist_outputs":true} -->

# Distribute

## Section

A small toy to show how you might, given a stream, do a "fan out", processing different elements in separate streams. Powered by simple primitives like `Stream.resource` and `spawn_link`.

```elixir
defmodule Distribute do

w0rd-driven

import exec from 'k6/execution';
import http from 'k6/http';

import { AWSError, AWSConfig, SignatureV4, S3Client } from 'https://jslib.k6.io/aws/0.8.0/aws.js'

const bucketName = 'orange-cdn-west';

export const options = {
    ext: {
        loadimpact: {

w0rd-driven

{
    "basics": {
      "name": "Jeremy Brayton",
      "label": "Full Stack Web Developer",
      "picture": "//www.gravatar.com/avatar/29f6930d58e253dcdd01e1984cd902c0?s=100&r=pg&d=mm",
      "phone": "",
      "website": "http://braytonium.com",
      "summary": "Over 12 years as a full stack web developer, including 10 years as a systems administrator, specializing in multiple web platforms and technologies. Regularly evaluating workflow efficiency to increase productivity and quality throughout the team. Deciphering new methodologies to discover their fit in a developer's tool belt. Solving complex problems using concise code with an emphasis on being readable and intuitive.",
      "location": {
        "city": "Woodstock",