Learn about the training pipeline of GPT assistants like ChatGPT, from tokenization to pretraining, supervised finetuning, and Reinforcement Learning from Human Feedback (RLHF). Dive deeper into practical techniques and mental models for the effective use of these models, including prompting strategies, finetuning, the rapidly growing ecosystem of tools, and their future extensions.

*Speakers:*
* Andrej Karpathy


*Session Information:*
This video is one of many sessions delivered for the Microsoft Build 2023 event. View the full session schedule and learn more about Microsoft Build at https://build.microsoft.com

BRK216HFS | English (US) | AI


#MSBuild

309 - Training your own Chatbot using GPT​

Code from this video is available on my GitHub page:
https://github.com/bnsreenu/py....thon_for_microscopis

Direct link to the code: https://github.com/bnsreenu/py....thon_for_microscopis/blob/master/309_Training_your_own_Chatbot_using_GPT%E2%80%8B.ipynb


This video tutorial explains how to implement a chatbot using the GPT-2 language model from Hugging Face's Transformers library.
https://huggingface.co/transfo....rmers/v2.2.0/pretrai

Welcome to another exciting tutorial, where I'll be teaching you how to set up and train the OpenAI GPT-2 model using a text file containing the complete works of William Shakespeare! By the end of this video, you'll be able to generate text that resembles the beautiful and unique writing style of the legendary bard himself.

https://colab.research.google.....com/drive/16Z9FxAl-I
https://github.com/brunoklein9....9/deep-learning-note

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If you have access to GPT-4, Replit is one of the fastest places to start building with it.

We have new templates for Node.js and Python that support GPT-4 right out of the box.

Just create a Repl. Place your API key. Click run.

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Hey guys! Today's video is all about deploying your own Chat GPT-powered agent to smash any goal! We'll cover a simple step-by-step guide, costs, and the awesome potential of autonomous agents! Don't miss this game-changer! 🎯

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https://agentgpt.reworkd.ai/

---------------------------------------------------------------------------------
Prompt:
[context][goal]

#agentgpt #autogpt #gpt4

---------------------------------------------------------------------------------

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I Used Chat GPT To Predict Lottery Numbers (Update)

In this update, we dive back into our journey with ChatGPT 4, exploring its potential for lottery number predictions. We'll discuss methods like Python, machine learning, and even Excel for predicting lotto outcomes. Can we really predict the lottery? We'll look at the ChatGPT lottery, how to make money with it, and how to use the various ChatGPT plugins. We'll even show a brief ChatGPT tutorial by AI enthusiast Rico Copeland. Stay tuned as we delve deeper into the realm of AI and machine learning lottery predictions.


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GPT-4 is the next large language model from OpenAI after GPT-3 and ChatGPT, and it’s expected to use 100 trillion parameters while accepting multi-modal inputs including audio, text, and video. Researchers have created a soft robotics device that can heal itself after being wounded and continue moving. New memristor deep learning system reduces power for AI training by 100 thousand times.

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0:00 OpenAI GPT-4 Size
1:18 GPT-4 AI Model Sparsity
2:06 OpenAI Going For Multimodal
3:15 OpenAI's Cost of Training
4:32 New Self Healing Soft Robotics
6:04 New Memristor Deep Learning System

#technology #tech #ai

Do you want to create a system which can respond based on the data provided by you? Do you want to train your own model and make it work like ChatGPT? Do you want to know what is embedding? Then this video is for you.

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Reference : https://youtu.be/EnT-ZTrcPrg


#chatgpt #python #openai

As someone who's very involved with tech, this discovery is both terrifying and exciting for me. The tech that I will be showing in this video has the potential to be extremely useful but also incredibly horrifying.

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Video demonstrates the fine-tuning of the GPT2 model for custom natural language generation tasks. Steps covered for training the GPT2 model:
1. Data Preparation for our own use-case.
2. Model Download.
3.Fine-Tune the Model settings.
4.Train the model.
5.Evaluate the Performance using Tensorboard.
6.Generate the Next Sentence for a given piece of Sentence from our trained vocabulary.

Links:
SimpleTransformer: https://simpletransformers.ai/docs/lm-specifics/
Notebook Link: https://github.com/karndeepsin....gh/Custom-Next-Sente

Train Custom NER model using Bert: https://www.youtube.com/watch?v=uKPBkendlxw&t=16s

Train Custom Text Classification using BERT: https://www.youtube.com/watch?v=irU1q0kXekE

Text Annotation For NLP tasks: https://www.youtube.com/watch?v=vT-GE_jssPk&t=1s


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Github: https://www.github.com/karndeepsingh

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In this tutorial, learn how to use specific prompts to get AI tools like ChatGPT to generate 100% human-like content. Discover the secrets to creating natural language and fooling even the most advanced AI algorithms. Get ready to take your chatbot game to the next level! Watch now.

Affiliate disclaimer:
Keep in mind that we may receive commissions when you click our links and make purchases. However, this does not impact my reviews and product how-tos.

In today's video I discuss the difference between chatgpt and gpt -3
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We also discuss:
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what are the use cases for chapt gpt
what are the use cases for gpt 3
how is chatgpt different that gpt 3
Why chatgpt is much more powerful and intriguing compared to gpt 3.5
how you can use chatgpt
the limitations of gpt 3
which is better?

Disclaimer: This video and description may contain affiliate links, which means that if you click on one of the product links, I’ll receive a small commission. This helps support the channel and allows us to continue to make videos like this. Thank you for the support!

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Looking to level up your content game? Look no further than Chat GPT and Playground! In this video, we'll show you exactly how to use these powerful tools to create content that stands out from the crowd.

Whether you're a blogger, marketer, or content creator, Chat GPT and Playground can help you take your content to the next level. With their intuitive interfaces and powerful features, you'll be able to craft engaging and informative content that your audience will love.

So why wait? Watch this video now to learn how to use Chat GPT and Playground to level up your content and take your online presence to the next level!

Affiliate disclaimer:
Keep in mind that we may receive commissions when you click our links and make purchases. However, this does not impact my reviews and product how-tos.

Hello everyone, In this video, you will learn how to use GPT-3 for the Question Answering System using Gradio in Python. Moreover, this video also how you can perform smart prompting on OpenAI Playground. Hopefully, you will like it.

Do not forget to subscribe to our channel.

Watch our Python Basic Tutorials:

🚴🏽 Python Complete Course: https://youtube.com/playlist?list=PLQ...
🚴🏽 Machine Learning: https://youtube.com/playlist?list=PLQ...

For more details about Python and MLOPs follow me:
⚡️ LinkedIn: https://www.linkedin.com/in/zaibhamid/
⚡️ Github: https://github.com/A-I-Studio/GPT-3-Projects
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Read my local PDF files and summarize content with 1-click in GPT systems like: GPT-4, BING Chat, ChatGPT, ...

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