Loved making this one, drop your questions below! ⤵ 📚 My Free Skool Community: bit.ly/3uRIRB3 🤝 Work With Me: www.morningside.ai/ 📈 My AI Agency Accelerator: bit.ly/3wxLubP
Bro you smart because I was doing some of these steps already bro but you took it to another level but I’m a rookie though but I’ll use this to build what I think could be a billion dollar a month business I’m so serious. Hopefully we can work together. I’m limited to what I can do because of my knowledge of all this gpt fine tuning and just coding as a whole 😅 but gpt has giving me that knowledge so I’m learning quickly.
I tried the steps and included the data validation for the JSONL file by adding a space at the front and at the end of the completion per row, however it seems the the model's response seem to be wrong. Got suggestions like the temperature or epoch counts based on the 50 rows of data? Update: NVM, I just waited a few minutes and added a stop flag. I'm not entirely sure which one fixed it but it's working now. Good tutorial! Please keep it up.
F*cking ay, Liam, this is EXCELLENT and VALUABLE work! Thank you! I'm a 53-year-old just getting started learning about AI and ChatGPT to update my skillset. Your videos are a GODSEND, keep up the good work!
You are so underrated. Your information is 100% useful from beginning to end. Really saved me a lot of time. Great job my friend. Greetings from Indonesia 😁
Liam, You're amazing! Here is what i'm planning to do. Would like to use GPT-3 on my e-learning site and here is what Chat GPT said: Here are a few examples of how GPT-3 can be used in an e-learning website as a personal tutor, Q&A, and chatbot: Personal Tutor: GPT-3 can be used to generate personalized lesson plans and quizzes for students based on their learning style and progress. It can also be used to provide individualized feedback and coaching to students. Q&A: GPT-3 can be used to answer questions that students have about the course material. It can also be used to generate summaries of the key points covered in a lesson. Chatbot: GPT-3 can be used to provide students with a virtual assistant that can help them navigate the e-learning website, answer general questions, and provide information about the course. In addition to these examples, GPT-3 can also be used to generate text, such as essays, reports, or presentations, and to perform other language-based tasks on your website. Please note that to be able to use GPT-3 you need to have an API key from OpenAI and you may need to pay for the usage of the API depending on your usage. Any idea how to implement that, Liam?
Does your site have any data you can use to train GPT-3 with? That is the first step. If you have courses then you can format the info into prompt and completion pairs and start training a Tutor
Thanks Liam for this just found your channel and I have learnt so much in a short time much love from Nigeria. I am looking to start my AI powered startup soon
Hey Liam, you are so interesting. You make things so hassle free and really so simple. I'm going to study you videos real hard and launch out. Thank you so much.
Your channel has truly changed my life. i've been studying and researching about crypto for a while now, do to the economy crisis and i got stuck at some point on the learning curve. now i can say I'm truly improving my understanding of this whole new world and making great profit weekly, all thanks to you
Im from Canada Toronto im here to spread the good news of Mrs Sophia for breaking it down!.Despite the economic downturn, I'm so happy I have been earning $ 45,000 returns from my $8,000 investment every 14 days. All thanks to Mrs Sophia
This is my first comment I’ve ever made on RUclips but i needed to say that you are a genius and the ability to train an AI model without coding is amazing. I’m currently training a model on my company starting with general knowledge. I hope to expand it to something where I can specialize it for sales and remove all of my personal busy work.
I just found your videoa and they are amazing especially the Bubble one you created as I have been using Bubble for a while and now I can see how I can buold out my B2B marketing App with AI, Thanks again
Thanks man 🙏🏼 not clued up on the real estate space so I can't help you there, search YT for some videos on it, someone must have done a video on it by now!
Who would pay for this? The bar for consumer software is pretty high these days. No one's gonna pay for that interface. They could just use google. They could just use chatgpt itself. Also, asking a model to provide the examples to fine-tune itself is not really valid. You didn't check these prompts for factual accuracy. You're using the model's prediction as its input. Its like asking a kid to provide the answer key for his own homework assignment. you don't know the ground truth, so that training data is not real even if your csv is accurate. Still impressive, but a more appropriate title would be "Building a simple AI project in 8 minutes". If anyone can do this, then whats your competitive advantage? The really hard thing about building a business isn't coding, its finding product-market fit, investment, etc. and chat gpt can't do that for you.
This video is to show people the fine tuning functionality and how it can be used to create a potentially valuable functionality. The data set in the video is obviously not hugely valuable in itself but entrepreneurs who find more valuable data and train models on huge amounts of it can create very valuable businesses. I’m dropping a video soon on a more in depth example of this where I also try to bring it to market and make money. Stay tuned 💯
“Who would pay for this? ”Are you kidding right now? This is the fastest growing platform in tech right now. And this is great for new startups that want to create value while solving the “End Users” problem. The pandemic has already proved that there’s a great need for Chat GPT, and ai voice assistants. Iterating on a pre-trained model like ChatGPT to develop new apps that target specific user needs can particularly valuable and lucrative for new startups. Here are a few reasons why: Problem-solving: By focusing on a specific problem or a set of problems, new startups can create applications that address real-world needs and provide real value to customers. Niche market: By targeting a specific niche or problem, new startups can create new apps that serve that niche and it’s market, which can be less competitive and more profitable. Think of cost-effectiveness: By leveraging pre-trained models similar to ChatGPT, new startups can reduce the time and resources required to develop new apps that provides value to customers this can be a huge advantageous for new startup businesses. Scalability: By targeting specific issues, new startups can create apps that can be easily scaled to serve a larger customer base, leading to increased revenue. You mainly have to solve a specific problem or provide some type of convenience for the end users. Chat GPT is pretty general to focus on a specific niche and we need more versions of it’s model to cater to more industries. Innovation: By using cutting-edge AI techniques, new startups have the advantage to create innovative solutions that can help them stand out from the competition and attract investors. Iterating on a pre-trained model like ChatGPT to develop new apps that target specific problems can be very valuable and lucrative for startups by focusing on specific problems. Creating specific apps that provide real value to customers, serve a niche market is the future, and it’s where we’re going provided that you develop the right strategies. It’s a new world, especially if you can iterate and solve problems.
You clearly have no idea what you’re talking about. Why do you think Microsoft is investing billions of dollars into openai? He’s literally showing you how to leverage ai to train machine learning models. You don’t need to get a bachelors in data science or machine learning to implement trained ai models for use in whatever could be lucrative. Google is a search engine. This is creating something that’s so much more advanced and powerful it’s stupid to even compare them.
@Hopps515 No he's showing you this to line his own pockets get views and make money like every other youtuber out there. Why would anyone wanna create more competition when they know of something that works like come on its pure stupidity.
Awesome content, thank you so much! Two things that came to my mind while watching this. 1) Hiding the empty rows didn't changed the CSV output. the ,,,,,, were still part of the CSV. 2) Instead of taking care on limits of chatGPT from the CSV conversion, you could have let it write a script that reads the CSV and converts it to a TXT based on the format. Just didn't understood right: What to do with this form now? Can I approach that trained model with openAI API?
Great points. To my knowledge, the sets of ,,,,,, are the csv notation for a new row. If this is not the case then I needed to copy and paste the whole sheet to a new sheet after filtering and downloading again. Converting csv with a script doesn’t help us because we need to have ChatGPT understand the file. Reading a csv in a script doesn’t give it access to creating prompts based on the info. I haven’t played around with the API with fine tunes but I querying it as I do in the video seems sufficient for most purposes
Filter views in sheets doesn't actually remove the rows from the sheets and you can see the empty rows in your export on the next screen. Otherwise, great video! Very informative.
A do data... as a career and a hobby, I work with qnd play with data. I am used to writing code... that writes code ... that writes code. You just changed my life. I suspect I have the skills to automate question qsking/answering pipelines to give me example targeted AI while I sleep. My current contract ends Dec 1, and you just gave me my next 2+ years of income.
Hi Liam, I have some data I would like some advice on. I know you're a busy guy but is there a way we could have a quick chat about some data I have and get your take on it?
I fail to see how the trained chat bot he did on screen is "a million dollar biz." 11:20 But overall a pretty good video. I think I might put this to use to pick a lance of Battlemechs for Mechwarrior 5. Just for science. Load up ChatGPT with all the weapon stats and mech info and let it go nuts.
Great methodology. Do you find it risky when you put a lot of time into a long dialogue with chatGPT ? If an outage message severs the entire thread unexpectedly, as it has been a lot lately due to high demand...
Just found your channel great video. One thing however you actually find tuned GBT-3 not ChatGBT. This is an easy mistake to make. You did however use ChatGBT to help create the prompts and steps required to fine tune its predecessor (GBT-3). Keep up the good work.
Hey Liam . I am still new to the AI world . Your content was great but I was wondering if I could get more explanations. Please I know am asking for much
So will the data we feed this through our own model also share the data with the regular chat GPT model? For example, if I trained it on employee information or my customers, is there a potential privacy issue then that I am facing?
@@LiamOttley Thanks. Perhaps we can do a Discord call? Next week. I’m working on setting up my shop and would be happy to share what I’m doing and have learned.
Quick question. Is the new model you created stored on ChatGPT's end? I guess I missed after it was processed if it spit back the name it can be referenced going forward?
The whole point of machine learning is to be able to learn from data and output something "correct." What happens when you input the same prompts but with two periods? It won't be able to give you an answer whereas a machine learning model would know that they probably meant to only type one period.
great video, do you know, or can you point me in the right direction, I would like to use my sales data from my eccomerce to ask questions and see what answers chatgpt provide using the sales data collected for over 7 years
@@LiamOttley correct and also questions related to special dates with better sales and forecasting, do you know where to find that information I would like to start building that feature for my business
Think you missed the point. This is some shitty free data off Kaggle. Some smart guys watching this will have access to huge amounts of actually valuable data that will be able to add massive value on top of ChatGPT. Don’t miss the bigger message 🙏🏼 I get what you’re saying though 😂
@@LiamOttley Only problem is that ChatGPT prompt is very limited in terms of accepting 'massive' data. Nice work nonetheless, I think we will get there eventually. You put out original, thought stimulating content. Thanks
I asked google for the highest-scoring point guard that spent the least time on the court. Google was unhelpful as I didn't know where to look or how to be efficient about looking. I don't want to spend hours of my time looking through tables, checking every link to see if anything relevant to my question is there, or reading some sports journalists' life story just to find the information I'm looking for. Using this model and asking the exact same question the information is presented immediately and in a clear and easy-to-understand format. It's not a worse version of google, it's a niche-targeted question-and-response bot. It's incredibly simple and incredibly useful.
Liam , thank you much for your full of knowledge but please remember that us older ppl are also wanting a bit of that pie and we cant understand if you speak so fast. Please I really like how well you explain all but slow down a bit ....Thank you and God bless you for sharing your knowledge...🙄
Nah man I was just playing around with this myself and thought I’d share what I found with you guys. I don’t write scripts for my videos as they take too long to read smoothly, easier to have talking points and go off the top if anything
@@LiamOttley hm no, i was wondering if i had to do it that way, because now you need to answer all of the questions beforehand, which is quite time consuming
Not to be a debbie-downer, but this does not work even with tiny datasets. I had a dataset of 150 rows and 20 columns and it failed to store in memory. It would only remember the first 20 rows when I asked it to return the last row. Any alternatives?
@@LiamOttley I mean you can just recreate the issue yourself by simply using a larger dataset and feeding that to ChatGPT. Then ask it to give you the last row in the dataset and you will see that it's not actually the last row. There is a limit to how much text you can ask it to remember in one entry. Even if you split your data and feed it to ChatGPT in batches, at some point it will forget the initial batches of data. It can only hold so much "attention" of your past conversations. So it's an extremely limited use case. You certainly won't be able to build a multi-million dollar business if you can only feed it 100 rows of data lol
@@baraobuu 6000 what? Characters? Words? Rows? Like I said, people should try and recreate the steps he's taken with larger datasets and see how far you get
What was the number of records in the CSV file when it was copied into the prompt...can this method be used for processing very large files. And, could Copilot in Excel be used for a similar purpose you have explained in this video?
Hi Liam, do you know why GPT doesn't reference my dataset provided when writing the prompts in this format? {"prompt": "", "completion": ""} I have specifically asked GPT if it understand my dataset format, which it does.
I think I have fixed the issue, it seems to occur when I feed GPT to many lines of data. If I reduce the input size the output quality is significantly increased
AI moves so quick I feel you need a new version of this video you can cut out so much work with Notable, web plug-in. would be interesting to use a different data set
Thank you for the comprehensive guide. I have a question: does the data_preparation.jsonl file contain only the prompts? Also, can you please specify where you saved the csv data and how you set up the path for the model to access it during finetuning?
Liked and Sub'd! However, you should do a corrections vid. As mentioned by another commenter. You are using a combination of GPT-3 and ChatGPT. And if you are interfacing indirectly to GPT-3? Then clarify with your correction vid? The tokens needed to interface with GPT-3 is not free! Much like premium data from Kaggle. 👍Great vid though! Look forward to your corrected vid mate!
Lets say I collected data. How would I be able to sell this chat gpt fined tuned information? Would i need to higher someone to build an app with this data? how would I sell it?
![I Tried Selling AI Art on Etsy for 14 Days | Etsy Print on Demand [REAL RESULTS]](http://i.ytimg.com/vi/3itGQEs7of8/mqdefault.jpg)
![I Tried Selling AI Art on Etsy for 14 Days | Etsy Print on Demand [REAL RESULTS]](/img/tr.png)
Loved making this one, drop your questions below! ⤵
📚 My Free Skool Community: bit.ly/3uRIRB3
🤝 Work With Me: www.morningside.ai/
📈 My AI Agency Accelerator: bit.ly/3wxLubP
Bro you smart because I was doing some of these steps already bro but you took it to another level but I’m a rookie though but I’ll use this to build what I think could be a billion dollar a month business I’m so serious. Hopefully we can work together. I’m limited to what I can do because of my knowledge of all this gpt fine tuning and just coding as a whole 😅 but gpt has giving me that knowledge so I’m learning quickly.
I tried the steps and included the data validation for the JSONL file by adding a space at the front and
at the end of the completion per row, however it seems the the model's response seem to be wrong. Got suggestions like the temperature or epoch counts based on the 50 rows of data?
Update:
NVM, I just waited a few minutes and added a stop flag. I'm not entirely sure which one fixed it but it's working now.
Good tutorial! Please keep it up.
F*cking ay, Liam, this is EXCELLENT and VALUABLE work! Thank you!
I'm a 53-year-old just getting started learning about AI and ChatGPT to update my skillset.
Your videos are a GODSEND, keep up the good work!
Good shit mate, so much opportunity out there right now its unreal.
More videos coming like this so stay tuned. All the best 🔥
You are so underrated. Your information is 100% useful from beginning to end. Really saved me a lot of time. Great job my friend. Greetings from Indonesia 😁
Liam, You're amazing! Here is what i'm planning to do. Would like to use GPT-3 on my e-learning site and here is what Chat GPT said: Here are a few examples of how GPT-3 can be used in an e-learning website as a personal tutor, Q&A, and chatbot:
Personal Tutor: GPT-3 can be used to generate personalized lesson plans and quizzes for students based on their learning style and progress. It can also be used to provide individualized feedback and coaching to students.
Q&A: GPT-3 can be used to answer questions that students have about the course material. It can also be used to generate summaries of the key points covered in a lesson.
Chatbot: GPT-3 can be used to provide students with a virtual assistant that can help them navigate the e-learning website, answer general questions, and provide information about the course.
In addition to these examples, GPT-3 can also be used to generate text, such as essays, reports, or presentations, and to perform other language-based tasks on your website.
Please note that to be able to use GPT-3 you need to have an API key from OpenAI and you may need to pay for the usage of the API depending on your usage.
Any idea how to implement that, Liam?
Does your site have any data you can use to train GPT-3 with? That is the first step. If you have courses then you can format the info into prompt and completion pairs and start training a Tutor
THIS MAN IS A GENIUS
Always appreciate other kiwi entrepreneurs! Awesome larger concept you were trying to prove here. Defintiely got your point at the end! Keep it up
Churr brother appreciate the support 🤙🏼
Thanks Liam for this just found your channel and I have learnt so much in a short time much love from Nigeria. I am looking to start my AI powered startup soon
Just found this channel and this is a hidden gem!
You’re a hidden gem x
Hey Liam, you are so interesting. You make things so hassle free and really so simple. I'm going to study you videos real hard and launch out. Thank you so much.
All the best buddy
Explained well. To the point. And no scamming. Thanks so much, Liam!
No course to sell you thankfully! 😂
Yeah, very clear to the point.
Absolute fire value in this video Liam. I'm now trying to source some data to test it out. Thanks!
How did you go?
Thank you for creating this Liam. I'm looking forward to recreating this myself and seeing what other areas I can apply this to
Just found you and this channel. Your content is amazing. Someone who "gets" what I am seeing with AI and ChatGPT. Thanks so much!
Your channel has truly changed my life. i've been studying and researching about crypto for a while now, do to the economy crisis and i got stuck at some point on the learning curve. now i can say I'm truly improving my understanding of this whole new world and making great profit weekly, all thanks to you
@Fred Michael I'm 45 and Even in the economic fluctuations, I'm so excited I've been earing $45, 000 from my
$10, 000 investment every 10 days.
Im from Canada Toronto im here to spread the good news of Mrs Sophia for breaking it down!.Despite the economic downturn, I'm so happy I have been earning $ 45,000 returns from my $8,000 investment every 14 days. All thanks to Mrs Sophia
Same here, I earn
$13,000 a week. GOD bless Mrs Sophia , she
has been a blessing to
my family.
Who's this professional everyone is talking about I always see her post on top comment on every RUclips video I watch
I think I'm interested how can I get in touch with Mrs Sophia
I have been trying to do that for a while now, that is by far the most straight forward and easiest video I found on how to do that
Good Video , before it was knowing how to google , now its knowing how to write prompts on chatGpt
Exactly!
At long last someone with a proper idea !!!! Thanks man appreciated
Thanks brother all the best with your work 💯
This is my first comment I’ve ever made on RUclips but i needed to say that you are a genius and the ability to train an AI model without coding is amazing. I’m currently training a model on my company starting with general knowledge. I hope to expand it to something where I can specialize it for sales and remove all of my personal busy work.
That’s intriguing! What do you plan to do for sales?
Amazing! I watch this video three times already, and will probably watch it a few more. It is chock-full of such great ideas!
Awesome! Thank you!
I have tried many tools, but ChatGPT is the best.
I just found your videoa and they are amazing especially the Bubble one you created as I have been using Bubble for a while and now I can see how I can buold out my B2B marketing App with AI, Thanks again
One of the most insightful vids I've seen all year. Great work, thanks Liam!
One of the best videos on Use Case of ChatGPT. Could you share some of the use-cases of ChatGPT for a Real Estate business?
Thanks man 🙏🏼 not clued up on the real estate space so I can't help you there, search YT for some videos on it, someone must have done a video on it by now!
Who would pay for this? The bar for consumer software is pretty high these days. No one's gonna pay for that interface. They could just use google. They could just use chatgpt itself. Also, asking a model to provide the examples to fine-tune itself is not really valid. You didn't check these prompts for factual accuracy. You're using the model's prediction as its input. Its like asking a kid to provide the answer key for his own homework assignment. you don't know the ground truth, so that training data is not real even if your csv is accurate. Still impressive, but a more appropriate title would be "Building a simple AI project in 8 minutes". If anyone can do this, then whats your competitive advantage? The really hard thing about building a business isn't coding, its finding product-market fit, investment, etc. and chat gpt can't do that for you.
This video is to show people the fine tuning functionality and how it can be used to create a potentially valuable functionality. The data set in the video is obviously not hugely valuable in itself but entrepreneurs who find more valuable data and train models on huge amounts of it can create very valuable businesses.
I’m dropping a video soon on a more in depth example of this where I also try to bring it to market and make money. Stay tuned 💯
“Who would pay for this? ”Are you kidding right now? This is the fastest growing platform in tech right now. And this is great for new startups that want to create value while solving the “End Users” problem. The pandemic has already proved that there’s a great need for Chat GPT, and ai voice assistants.
Iterating on a pre-trained model like ChatGPT to develop new apps that target specific user needs can particularly valuable and lucrative for new startups.
Here are a few reasons why:
Problem-solving: By focusing on a specific problem or a set of problems, new startups can create applications that address real-world needs and provide real value to customers.
Niche market: By targeting a specific niche or problem, new startups can create new apps that serve that niche and it’s market, which can be less competitive and more profitable.
Think of cost-effectiveness: By leveraging pre-trained models similar to ChatGPT, new startups can reduce the time and resources required to develop new apps that provides value to customers this can be a huge advantageous for new startup businesses.
Scalability: By targeting specific issues, new startups can create apps that can be easily scaled to serve a larger customer base, leading to increased revenue. You mainly have to solve a specific problem or provide some type of convenience for the end users. Chat GPT is pretty general to focus on a specific niche and we need more versions of it’s model to cater to more industries.
Innovation: By using cutting-edge AI techniques, new startups have the advantage to create innovative solutions that can help them stand out from the competition and attract investors.
Iterating on a pre-trained model like ChatGPT to develop new apps that target specific problems can be very valuable and lucrative for startups by focusing on specific problems. Creating specific apps that provide real value to customers, serve a niche market is the future, and it’s where we’re going provided that you develop the right strategies. It’s a new world, especially if you can iterate and solve problems.
@dysfunctionalcreeper
Some people see the path end where others see their feet begin.
Stay your course to stay behind.
You clearly have no idea what you’re talking about. Why do you think Microsoft is investing billions of dollars into openai? He’s literally showing you how to leverage ai to train machine learning models. You don’t need to get a bachelors in data science or machine learning to implement trained ai models for use in whatever could be lucrative. Google is a search engine. This is creating something that’s so much more advanced and powerful it’s stupid to even compare them.
@Hopps515 No he's showing you this to line his own pockets get views and make money like every other youtuber out there. Why would anyone wanna create more competition when they know of something that works like come on its pure stupidity.
Awesome. I can't wait to try this when I wake up tomorrow. Thanks Liam.
Did you wake up??
Thanks for this - first time seeing a vid on training this model
Not many talking about this opportunity. Thanks for the feedback 🙏🏼
Thank you for the video. Valuable info for those of us who see oportunities.
Awesome content, thank you so much! Two things that came to my mind while watching this.
1) Hiding the empty rows didn't changed the CSV output. the ,,,,,, were still part of the CSV.
2) Instead of taking care on limits of chatGPT from the CSV conversion, you could have let it write a script that reads the CSV and converts it to a TXT based on the format.
Just didn't understood right: What to do with this form now? Can I approach that trained model with openAI API?
Great points.
To my knowledge, the sets of ,,,,,, are the csv notation for a new row. If this is not the case then I needed to copy and paste the whole sheet to a new sheet after filtering and downloading again.
Converting csv with a script doesn’t help us because we need to have ChatGPT understand the file. Reading a csv in a script doesn’t give it access to creating prompts based on the info.
I haven’t played around with the API with fine tunes but I querying it as I do in the video seems sufficient for most purposes
@@LiamOttley deffo chat gpt answered that question there 🤣🤣🤣👌🏾👌🏾
@@Synergy_Talk meta
Filter views in sheets doesn't actually remove the rows from the sheets and you can see the empty rows in your export on the next screen. Otherwise, great video! Very informative.
Thanks for pointing that out. Will save even more room on the exported csv if I got rid of those rows properly!
I had hit a like 👍 to this video with my nose.
Have you checked that the final returned calculations are correct?
Yep they are correct based on the data provided. Whether that data is correct is another story
A do data... as a career and a hobby, I work with qnd play with data.
I am used to writing code... that writes code ... that writes code.
You just changed my life.
I suspect I have the skills to automate question qsking/answering pipelines to give me example targeted AI while I sleep.
My current contract ends Dec 1, and you just gave me my next 2+ years of income.
Great video! I just started exploring a combination of business and tech, so this video was really helpful for me
Hi Liam,
I have some data I would like some advice on. I know you're a busy guy but is there a way we could have a quick chat about some data I have and get your take on it?
Sure bro. I’ll put my email in my channel bio for people to get in touch today. Also dropping a discord soon for the community
This is super incredible.
Great video .
I am a game developer and I am integrating chatgpt in my game .
Nice video this was helpful
Glad it was helpful!
Imagine NPCs you could talk to about anything 😅
I've got an even more revolutionary idea - wait for it - the 7 minute start up.
You living in 2030 my g
@@LiamOttley "step into my office because your f* fired"
Brilliant! thx for bringing this to us, i can't wait to try this out!
No worries, all the best mate!
I think it is a life changing business it gives a lot of opportunity
Great work recently on the channel Liam. Quality content coming in
Much appreciated man 🙏🏼 glad you enjoyed
I fail to see how the trained chat bot he did on screen is "a million dollar biz." 11:20 But overall a pretty good video. I think I might put this to use to pick a lance of Battlemechs for Mechwarrior 5. Just for science. Load up ChatGPT with all the weapon stats and mech info and let it go nuts.
@Mr_LiamOttley...............- Ho..
Yo Ho..
this is awesome Liam, thank you very much for your contribution!
Great methodology. Do you find it risky when you put a lot of time into a long dialogue with chatGPT ? If an outage message severs the entire thread unexpectedly, as it has been a lot lately due to high demand...
When I was shooting this it wasn't as bad as it is now. Can be tricky with how busy things are at the moment for sure
Thank you for these videos! So helpful!
Just found your channel great video. One thing however you actually find tuned GBT-3 not ChatGBT. This is an easy mistake to make. You did however use ChatGBT to help create the prompts and steps required to fine tune its predecessor (GBT-3). Keep up the good work.
Got it. Thanks for the correction bro, glad you enjoyed 💯
Hey Liam . I am still new to the AI world . Your content was great but I was wondering if I could get more explanations. Please I know am asking for much
Very useful content thank you for posting this. This has great utility for AI based customer support for a small business.
Absolutely!
So will the data we feed this through our own model also share the data with the regular chat GPT model? For example, if I trained it on employee information or my customers, is there a potential privacy issue then that I am facing?
This is so great! Thanks Liam!
Glad you liked it!
Thank you for sharing this. Would you be able to make a video on how to easily make a product like this sellable online? Thanks
Sure thing!
@Liam Ottley Excellent video. How do you suggest to price this solution?
This video is sick! I love it. Well well done
Glad you enjoyed it!
Awesome content man definitely trying this on my own
All the best brother you got this
I think I missed a detail. How does it stay up to date with stats?
I must watch this again. I want to learn to implement the api to create a customer service email responder for a small Etsy shop.
Go for it! Let me know if you have any issues 🤝
@@LiamOttley Thanks. Perhaps we can do a Discord call? Next week. I’m working on setting up my shop and would be happy to share what I’m doing and have learned.
I think i have to rewatch this
I just subscribed, I'm here and ready to learn bro.
Quick question. Is the new model you created stored on ChatGPT's end? I guess I missed after it was processed if it spit back the name it can be referenced going forward?
You can export the model to use however you like, you just have to pay for the usage of their API
Great ideas! Clear explanation.. Easy to implement.
thanks a lot! could you pleas give examples of businesses you can create with these? can you also make the data sets to sell/license out to others?
Data buying and selling will be hugely important in the next decade because of methods like this!
This is brilliant stuff man, thanks
The whole point of machine learning is to be able to learn from data and output something "correct." What happens when you input the same prompts but with two periods? It won't be able to give you an answer whereas a machine learning model would know that they probably meant to only type one period.
It used ChatGPTs underlying language ability so given enough training prompts it should be able to figure out the answer even when worded weirdly
@@LiamOttley That's true! However don't you think this method would not be very useful if someone knows how to use pandas/any data filtering software?
Why can’t you use Llama index or Langchain and point to a large dataset? That sounds way more easier to achieve the same function.
@Mr_LiamOttley...............- what?
really good point. then how would you sell the new AI? through an app for example?
Video coming soon… 🤓
@@LiamOttley thanks bro. Gonna try to follow your tutorials asap
great video, do you know, or can you point me in the right direction, I would like to use my sales data from my eccomerce to ask questions and see what answers chatgpt provide using the sales data collected for over 7 years
What kinds of questions would you want to ask it? Eg “what are the 3 products with the highest conversion rate between May and June?”
@@LiamOttley correct and also questions related to special dates with better sales and forecasting, do you know where to find that information I would like to start building that feature for my business
Some great value in this, thanks Liam!
Glad it was helpful!
So your idea of a million dollar company is a worse version of Google?
Right. This is ridiculously complex and it outputting data that is already available everywhere.
Think you missed the point. This is some shitty free data off Kaggle. Some smart guys watching this will have access to huge amounts of actually valuable data that will be able to add massive value on top of ChatGPT.
Don’t miss the bigger message 🙏🏼
I get what you’re saying though 😂
@@LiamOttley Only problem is that ChatGPT prompt is very limited in terms of accepting 'massive' data. Nice work nonetheless, I think we will get there eventually. You put out original, thought stimulating content. Thanks
Clone apps do make money lol
I asked google for the highest-scoring point guard that spent the least time on the court.
Google was unhelpful as I didn't know where to look or how to be efficient about looking. I don't want to spend hours of my time looking through tables, checking every link to see if anything relevant to my question is there, or reading some sports journalists' life story just to find the information I'm looking for.
Using this model and asking the exact same question the information is presented immediately and in a clear and easy-to-understand format.
It's not a worse version of google, it's a niche-targeted question-and-response bot. It's incredibly simple and incredibly useful.
Liam , thank you much for your full of knowledge but please remember that us older ppl are also wanting a bit of that pie and we cant understand if you speak so fast. Please I really like how well you explain all but slow down a bit ....Thank you and God bless you for sharing your knowledge...🙄
Noted! Just posted a slower step by step of this process in my channel, check it out!
Madness man. Great video thankyou.
Glad you enjoyed it 🙏🏼
Thanks for the info! Its dope that you've been doing full stack and data science! What's your github?
Have to subscribe after seeing this. Thanks, awesome video!
Welcome aboard!
Did you generate the script for this video with a.I? Asking because I’m working on building my own brand with a.i
Nah man I was just playing around with this myself and thought I’d share what I found with you guys. I don’t write scripts for my videos as they take too long to read smoothly, easier to have talking points and go off the top if anything
@@LiamOttley appreciate it. I was wondering if it was easier to just have talking points instead of a script. Thanks for the feedback.
Amazing guy keep them videos coming
New subscriber here Liam. Awesome content bro.
Thanks brother
i have a question, why is it needed to ask it some questions about the data beforehand?
You mean to get the prompts? Or to ask if it understands it
@@LiamOttley hm no, i was wondering if i had to do it that way, because now you need to answer all of the questions beforehand, which is quite time consuming
Very impressive bro. Great work.
Appreciate the support bro!
Not to be a debbie-downer, but this does not work even with tiny datasets. I had a dataset of 150 rows and 20 columns and it failed to store in memory. It would only remember the first 20 rows when I asked it to return the last row. Any alternatives?
Could you drop a link to a screen recording of the issue? I'll see what I can do.
Glad you're having a dig with it!!
@@LiamOttley I mean you can just recreate the issue yourself by simply using a larger dataset and feeding that to ChatGPT. Then ask it to give you the last row in the dataset and you will see that it's not actually the last row. There is a limit to how much text you can ask it to remember in one entry. Even if you split your data and feed it to ChatGPT in batches, at some point it will forget the initial batches of data. It can only hold so much "attention" of your past conversations. So it's an extremely limited use case. You certainly won't be able to build a multi-million dollar business if you can only feed it 100 rows of data lol
@@nerassurdo there's is a limit of 6000 in chatGPT
@@baraobuu 6000 what? Characters? Words? Rows? Like I said, people should try and recreate the steps he's taken with larger datasets and see how far you get
I just checked. 6000 characters, which is quite limited for this type of multimillion dollar business idea
AWESOME !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
Thanks for this Liam! Super interesting
My pleasure!
My man. 💪💪
🦍🦍
Can you give me an estimate of what the token cost of this training session. I suspect it will be a lot.
I don't have any up-front money to put into paying for the token usage. Just playing around with the devinci model for just one day, costed me $18.
What was the number of records in the CSV file when it was copied into the prompt...can this method be used for processing very large files. And, could Copilot in Excel be used for a similar purpose you have explained in this video?
Hi Liam, do you know why GPT doesn't reference my dataset provided when writing the prompts in this format? {"prompt": "", "completion": ""}
I have specifically asked GPT if it understand my dataset format, which it does.
I think I have fixed the issue, it seems to occur when I feed GPT to many lines of data. If I reduce the input size the output quality is significantly increased
Very cool. Thanks.
Glad you liked it!
AI moves so quick I feel you need a new version of this video you can cut out so much work with Notable, web plug-in. would be interesting to use a different data set
@Liam are you even aware of what AI is at this moment in time and what are the risks of using ChatGPT ?
do you need to feed forever the dataset? basic chatgpt3 doesnt know this information now?.
Thank you for the comprehensive guide. I have a question: does the data_preparation.jsonl file contain only the prompts? Also, can you please specify where you saved the csv data and how you set up the path for the model to access it during finetuning?
is this better to use on mac or windows? please respond asap :)
Doesn’t matter. Whatever you’re more comfortable with
wow, you're a smart lad. well done
Thanks bro!
Liked and Sub'd!
However, you should do a corrections vid.
As mentioned by another commenter.
You are using a combination of GPT-3 and ChatGPT.
And if you are interfacing indirectly to GPT-3?
Then clarify with your correction vid?
The tokens needed to interface with GPT-3 is not free!
Much like premium data from Kaggle.
👍Great vid though!
Look forward to your corrected vid mate!
Making a follow up vid at the moment bro. Thanks for the feedback 🙏🏼
Good video, great value
Thank you man ❤️🙏🏼
I got the part with the fine tuning, but not the part with the "starting a Million Dollar business"!?
Lets say I collected data. How would I be able to sell this chat gpt fined tuned information? Would i need to higher someone to build an app with this data? how would I sell it?
Yep you could create an app for or website and allow people to interact with you fine tuned model as they do with ChatGPt
Very good work. Keep it up. Is it possible to ask you advice regarding that. To contact you privately in any platform you prefer ?
Email in channel bio for any business inquiries 🤝 Discord coming soon too
Thank you very much
Awesome bro 👏
Wait the fact that your using the api gpt token for fine tuning means it's still under The paid subscription to generate the training data?
Amazing! Great job!
Should be plenty of those available online, if not head to upwork and post a job listing and a wordpress dev will sort you out
Everyone and their mother is making chatGPT videos now lol
Bubble forming brother it’s a beautiful sight 😍
@@LiamOttley AI is the new crypto lol