Fine-Tuning GPT Models with Python
ฝัง
- เผยแพร่เมื่อ 26 ก.ย. 2024
- In this video, we learn how to fine-tune GPT models from OpenAI in Python.
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![Fine-tuning ChatGPT with OpenAI Tutorial - [Customize a model for your application in 12 Minutes]](http://i.ytimg.com/vi/VVKcSf6r3CM/mqdefault.jpg)
It is a very informative video for the ones who is trying to understand the mechanism of fine-tuning with gpt models. Thank you very much.
most awaited video. looking for more LLM and AI videos
You are making requested videos. Thank you ❤
very easy to understand thank you!
Very useful lecture to bring out more power out of LLM. Enjoyed it very much!
what are the solutions for chatgpt to go out and collect/search for structured info as defined by client?
Introduction and Overview of Fine-Tuning GPT Models - 00:00:00
Understanding Fine-Tuning and Its Benefits - 00:00:38
Data Preparation for Fine-Tuning - 00:01:36
Formatting Data for OpenAI API - 00:03:41
Installing Necessary Packages - 00:04:10
Loading and Preparing Data in Python - 00:04:43
Creating Response Strings from Data - 00:05:58
Crafting Conversations for Fine-Tuning - 00:08:50
Saving Data in JSONL Format - 00:12:04
Uploading Data to OpenAI and Fine-Tuning Process - 00:13:51
Checking the Status of Fine-Tuning Job - 00:17:23
Using the Fine-Tuned Model in Playground and Python - 00:19:01
Demonstration and Results of Fine-Tuning - 00:20:28
Conclusion and Final Thoughts - 00:21:56
When Creating the dataset to train gpt-3.5-turbo
For a conversational AI
If I want to train the model to answer something specific to a range of similar questions that can occur during a conversation.
*The conversation is a script which the AI follows*
Should I include only the question and the response or should I include all the conversation up to where that specific question is asked ?
well done, I would be cool to see the process of fine-tuning an open source model
can we get the demo excel file?
Fine tune ollama models plz ❤ nice vedio
very cool! thanks! I would have expected it to be more difficult ...
Hi, great video! Please do next an open source LLM or training an LLM locally.
Muy bien amigo, podrias poner un ejemplo en el cual el modelo es entrenado con datos numéricos (example: sales in the last quarter, sales and market share in the last year to date) ?
thanks in advance.
Great! Thank you for sharing
you have done a great job
Does the ChatGPT have the latest meta data of TH-cam videos? Or isn’t it the video you uploaded earlier for the ChatGPT to learn?
How we can fine tune it for data extraction tasks where NLU is required to process the data.?
how to give the bot basic discription?
thats great work but summarizing video in a project is also suggested
at last content is worth Millions View
how can i use this finetuned model for the sake of a chatbot in my VR application in unity
do i need to run once again to get fining model. not get that point
awesome bro.
how to remove a finetune in openai? by api?
Why I am always getting Invalid file format 😭😭
python coding challenge-97
th-cam.com/video/uN-js7WkdKA/w-d-xo.htmlsi=BQcqi6Nw2oZUonMy
python coding challenge-98
th-cam.com/video/JRbbhQ2fMEM/w-d-xo.html
pandas refuses to read the excel file
Try using the JSON format to store your data. It's easier to access and very fast.
You should just extract the ids from the response objects rather than copy and pasting
Nice
First
I copied the methods, worked really well.