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AI - text-to-text /
text-to-image /
text-to-speech /
text-to-video
Ivan so
Ivan so
● 18 years of SEO and WordPress experience
● Built 50 site to test SEO
● Handled over 400 WordPress design and
development
● Lead organiser of WordCamp, co-organiser
of HK WP meetup and HK elementor
meetup
My bio
● 5 times amazon ebook best sellers
● Mailchimp HK partner
● Shopify Partner
Client for consulting / training service.
index
1. What is AI
2. Text-to-text
3. Text-to-image
4. Text-to-speech
5. Text-to-video
6. Q&A
here
What is AI?
Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring
information—demonstrated by machines, as opposed to intelligence displayed by
non-human animals and humans. Example tasks in which this is done include speech
recognition, computer vision, translation between (natural) languages, as well as
other mappings of inputs.
AI applications include advanced web search engines (e.g., Google Search),
recommendation systems (used by YouTube, Amazon and Netflix), understanding
human speech (such as Siri and Alexa), self-driving cars (e.g., Waymo), generative or
creative tools (ChatGPT and AI art), automated decision-making and competing at
the highest level in strategic game systems (such as chess and Go).
Tesla - data collection
Tesla - data collection
Tesla - data collection
Generative AI
Generative AI refers to a set of deep-learning technologies that use existing content, such
as text, audio, or images, to create new plausible content that previously would have relied
on humans. Generative AI is driven by unsupervised and semi-supervised machine
learning algorithms capable of identifying underlying patterns present in the input to
generate similar content, delivering innovative results without human thought processes
or bias.
Well-known examples of generative AI models include Open AI's GPT-3 (text generator)
and DALL-E (text-to-image generator) and Google's BERT (language model). Various
techniques are utilized by generative AI algorithms, and the two most widely used models
are generative adversarial networks (GANs) and transformer-based models. Another
popular technique is variational auto-encoders (VAEs).
What is parameter in ai?
GPT 3 - 175B
In the context of deep learning models, a parameter refers to a variable that a machine learning algorithm
learns from data during the training process.
In a neural network, for example, parameters are weights and biases assigned to each neuron in the
network. These weights and biases determine how input data is transformed as it passes through the
network, and they are adjusted during the training process in order to minimize a loss function and
improve the accuracy of the model's predictions.
https://openai.com/blog/ai-and-compute/#fn1
https://openai.com/blog/ai-and-compute/#fn1
https://www.computerweekly.com/news/252475371/Stanford-University-finds-that-AI-is-outpacing-Moores
-Law
https://www.computerweekly.com/news/252475371/Stanford-University-finds-that-AI-is-outpacing-Moores
-Law
gpt-3
Training languages
machine learning lifecycle
Openai
GPT-3 text-to-text
ChatGPT text-to-text
Codex text-to-code
Dalle-2 text-to-image
Jukebox text-to-music
Whisper speech-to-text
https://ourworldindata.org/grapher/artificial-intelligence-parameter-count
What is ai writing?
What is ai writing?
Ai copywriting tool list - https://tomorrowtools.io/?jsf=jet-engine&tax=cat1:65
Google about ai guideline for content -
https://developers.google.com/search/blog/2023/02/google-search-and-ai-content
Ai competition
Meta AI 2/2023
4/2022
PaLM 540B outperform GPT-4 by 3% in
maths
Openai GPT-3 launched by 6/2020
大 PaLM 540B
中 GPT-3 175B
小 LLaMA 13
https://www.businessinsider.com/cnet-slashes-10-staff-says-cuts-unrelated-ai-generated-content-2023-3
https://www.amazon.com/-/zh_TW/Buddy-Bee/dp/B09RFZXVYX/ref=sr_1_1?keywords=coloring+book+for+k
ids&qid=1677915083&s=books&sprefix=coloring+%2Cstripbooks-intl-ship%2C310&sr=1-1
$308.5k
https://1coloringpage.com/
Text-to-text
Ai writing tool (chatgpt, poe app,
bing browser)
Gpt-3 175b. Gpt-4 100t?
Microsoft Germany’s CTO, Andreas Braun, recently announced that GPT-4 will be introduced next week. 15/3
Chatgpt (vpn + overseas number) - https://chat.openai.com/chat
Chatgpt limitation
Break the before 2021 limitation
Use this extension -
https://chrome.google.com/webstore/detail/webchatgpt-chatgpt-with-i/lpfemeioodjbpieminkklglpmhlngfcn/r
elated
Chinese content
Sometimes stop as not long enough
=> Continue
Continue if not complete
E.g. write a 1000 word about how to become a great basketball player. output language: traditional chinese
Interview questions
Rewrite title
Facebook feed
Add keyword 生蛇階段 in content
Content summarization into one paragraph
Translation and rewrite
Fast learner mode for research
Difference between GAN & GANstyle-T
Add more case (use jasper template for blog outline, conclusion, etc..)
https://gist.github.com/coolaj86/6f4f7b30129b0251f61fa7baaa881516
Chatgpt extension -
https://chrome.google.com/webstore/detail/aiprm-for-chatgpt/ojnbohmppadfgpejeebfnmnknjdlckgj
Poe app by quora (ios) use openai & anthropic - https://poe.com/
Web - https://poe.com/
https://www.anthropic.com/
Bing edge + chat (beyond 2021) - https://www.bing.com/
Can show video
cannot show images
Can show ads
Openai Openai & anthoropic Openai
Exercise Write a short paragraph about a topic of
their choice, then have them rewrite the
same paragraph using different vocabulary
and sentence structure.
This exercise will help them understand how
to rephrase and reframe their writing to
create unique content.
Three ai detector
Firstly,
Write a article using openai (english output)
Ai content detector
● https://gptzero.me/
● https://writer.com/ai-content-detector/
● https://contentatscale.ai/ai-content-detector/
Try your content
Then,
Write a article using anthropic (english output)
If you do not have poe app, use my text - https://www.hdcourse.com/text/
Best practice of prompt
Prompt engineering
Write a table
What can prompt do? https://beta.jasper.ai/templates (learn from the best, used to be. $15b valuation)
Please and thanks?
Prompt tips
● Title / subject
● Description
● Output language
● Professional or casual tone or role play
Prompt tips
● Writing language
● Professional or casual tone?
● https://prompts.chat/
https://prompts.chat/
Exercise Write article base on the improvement of
prompts.chat suggestion
Prompt tips
● Writing language
● Professional or casual tone?
● https://prompts.chat/
https://quickref.me/chatgpt (exercise)
Prompt tips
● Writing language
● Professional or casual tone?
● https://prompts.chat/
https://datafit.ai/
New career being created and affect
since generative AI technology appear
AI 不會取代你的工作
懂得利用 AI 的人才會
Master AI before it masters you
Text-to-image
Prompt marketplace - https://promptbase.com/ & https://prompthero.com/
https://profilepictureonline.com/?page=avatar_result&avatar_id=1674983239286x4501712799148278
00
Misjourney won the 1st prize at a competition
Text-to-image
U stands for “upscale”, The V in this case stands for “variations”
Try /imagine
Exercise -
Midjourney
1/ Generate a man / women with hat on
2/ Upload an image (pixabay) and write a
prompt to enhance or complement an image,
and how to choose the right words to convey
meaning.
Style - https://ckovalev.com/midjourney-ai/genres-art-movements
Exercise -
Midjourney
Pick a style from that site and generate again
/blend
Exercise -
Midjourney
Use one of your image or generated portrait
and blend with another style
Midjourney v5 is coming
Seed
A random seed (or seed state, or just seed) is a number (or vector) used to initialize a
pseudorandom number generator. For a seed to be used in a pseudorandom number
generator, it does not need to be random
Think of it like this: by default, Midjourney selects a random seed value in each
generation process that defines the type of noise pattern Midjourney uses to
generate the image you want. This seed value is simply a number used to introduce a
random but consistent element of “noise” into the process.
Exercise -
Midjourney
Generate the image and get your seed
—seed number
https://www.canva.com/ (template + text-to-image)
Exercise To make a social feed with generated image
Product - https://app.flair.ai/projects/g7YViljFEXqJNYKirUkO
Exercise To use starbucks coffee cup with various
background
https://app.mokker.ai/
Stable diffusion +
chillout mix + lora
Google colab. here
Contact
ivan@hdcourse.com
www.fb.com/ivansopage
www.youtube.com/c/ivanso

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