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Build your own LLM chatbot from scratch | End to End Gen AI | End to End LLM | Mistrak 7B LLM
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- čas přidán 6. 08. 2024
- Build your own LLM chatbot from scratch | End to End Gen AI | End to End LLM | Mistrak 7B LLM
The video discusses about:
✅ The basic concepts of artificial intelligence, generative AI and large language models like GPT.
✅ Different kinds of LLMs - ChatGPT, Google Bard, Llama etc.
✅ An end-to-end case study where we demonstrate:
🔴 Choosing an LLM model
🔴 Leveraging it to create an LLM-based chatbot
🔴 Deploying the chatbot using Flask
Codes for the project: github.com/pik1989/MistralLLM...
𝐓𝐢𝐦𝐞𝐋𝐢𝐧𝐞:
✅ 00:00 Introduction
✅ 01:43 What is AI
✅ 02:06 What is Gen AI
✅ 03:58 What are LLMs
✅ 07:07 Mistral AI LLM Chatbot Implementation
✅ 43:05 Flask Demo
🔴 Speaker: Vasanth P (bit.ly/3RTQmRa)
🔴 Vasanth's YT Channel: bit.ly/3tptb6Y
🔴 Code: to be updated at 200 likes & 50 comments 😍
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Hello Friends , I am Satyajit Pattnaik, In my channel you will find every information about Data Science & Analytics which will help you become an expert Data Scientist or a Data Analyst along with which you would enjoy a loads of interesting and useful projects.
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Waiting for this 🔥🔥🔥🔥
Hello everyone,
This is so far the best tutorial for LLM that actually answers all your questions. This is a step by step tutorial which allows you to know what each step is doing and why it has been used. Thankyou Mr. Satyajit Pattnaik and Mr. Vasanth P for making this.
Looking forward to more such tutorials.
excited for it !!
Awesome❤❤❤
I have to try this, thank you for explanation this topic, maybe it helps the viewer to see it done step by step for better understanding. Thank you again.
big fan vasant bhai
Good
❤
Please make a video on Generative AI and LLM
thanks
Thank you for open source LLM
that sound at the end of the word "note" where he goes "TTUH" at 18:03
is driving me nuts
We would like to know more about LLM and generative AI
nice 1. please bring video on llm on local system with fast response time for big prompts if possible.
+1
What an amazing tutoriall!
Thank you so much for sharing this
want to know more, interesting stuff
CUDA Setup failed despite GPU being available ,,,what to do if this error arise?
People, Dont think in such a way by following the above steps in the video tutorial you will build a project easily it requires lot of hardware resources and mainly you need good GPU with complete knowledge on using cuda cores, bits and bytes , quantization and all other wise your session will be crashed
can we use api of nasa if we want to make a chatbot to answer space related answers?
sugestion for this video: Do not keep the subtitles and Mistrak video over the code. because it gets harder to focus
hi, i am getting modulenotfound error while running the code...it says no module named 'datasets'...ig its asking to download some dependencies .But i cant understand it?
can you paste the google collab notebook
In which platform we need to run the code
Is there any way to avoid using cuda? I want to use cpu, because I dont have a NVIDIA GPU
Yes you can use cpu
Hi, Apart from using the mistral AI LLM model i want to build my own LLM. Is this feasible to build ? please help me with some key points. it was great knowledge acquired from watching your video.
Same
There is no single guide or video available regarding this
It is hard to build a LLM from scratch...rather use api service of any llm model
you need a lot of computing power
I need a LLM which can be used for querying the PDF. I don't want any program which connects to openAI.
Try mistral 7b + langchain
hello should i download anaconda to be able to run the command ?
Can you help me realize a chatbot creation project for my university? So I'm working on a thesis on how to implement a chatbot feature on a campus website with the knowledge based on that website, but I'm very confused about how to process simple website data into chatbot data automatically which will continue to increase in data along with the increase in data on this campus website. a little additional information, I am not allowed to use the chatgpt model, the website is built with Strapi CMS, MySQL database, uses Indonesian and I have to build this chatbot implementation in Python, which I am actually quite interested in learning, but my abilities are still limited. Can you give me a solution to this problem? Or do you have any suggestions? maybe it's a CZcams video or a learning class that I need to take? I really hope for your help
Indonesian language based chatbot
Hi did you find any solution to your project. Because I am currently in my final year and even my project is somewhat similar to yours but a different language and a different domain. Building a chatbot for a closed domain system related to medical field. I think we both are on the same page I've tried finding many approaches to my project but none is really useful so if you could suggest me any new approach to try it'll be really helpful. I could also share my inferences to you may be it could help you as well thanks.
@@sabarikrishna4900 Hi did you find out the solution, because i am also in a same situvation.
@@swaroopsiby2896 still haven't figured it out 🥲
@@swaroopsiby2896Do you find the solution
Waiting codes..
Hi
please update repo it has errors
The notebooks attached in the GitHub has no errors, if you are facing any difficulties or getting errors, that must be at your end due to library discrepancies, which is a common issue in trying out such models, pls get help from chatGPT or else wait for my next video where i will walk through a Mistral model on custom data
@@SatyajitPattnaik sir there is issue in fine tuning mistral on Google collab please do check coz I need that for my project I have been trying from 2 to 3 days fix google collab notebook may help
Codes sir 😅
We would like to know more about LLM and generative AI