How to Fine-Tune and Train LLMs With Your Own Data EASILY and FAST- GPT-LLM-Trainer

Welcome to the ultimate solution for training large language models effortlessly! If you've ever struggled with the complexities, costs, and computational demands of training LLMS, then you're in for a treat. In this video, we unveil the game-changing GPT-LLM-Trainer - your gateway to hassle-free LLM training. Say goodbye to the painstaking process of data collection, formatting, model selection, and coding. Say hello to a new era of simplicity, affordability, and efficiency!
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[Links Used]:
GPT-LLM-Trainer Github Repo: github.com/msh...
Google Colab: colab.research...
Matt's Twitter (Creator): / 1689323331395231754
OpenAi API Key: platform.opena...
Key Takeaways:
Demystifying LLM Training Challenges
Introducing GPT-LLM-Trainer: Your New Best Friend
How GPT-LLM-Trainer Simplifies the Training Pipeline
Harnessing GPT-4 for Optimal Model Performance
How to Train Your Own GPT
How to Fine-Tune LLMs With Your Own Data
In the world of large language models, training can be a daunting journey. Gathering datasets, refining them meticulously, formatting for model compatibility, coding training scripts - it's a demanding ordeal. But fear not! Enter GPT-LLM-Trainer, the revolutionary solution designed to change the game. Imagine creating a high-performing, task-specific LLM model without breaking the bank or losing your sanity. With GPT-LLM-Trainer, it's not a dream - it's reality. We've engineered a streamlined pipeline that turns your concept into a trained model. Just provide a task description, and watch as the magic unfolds. GPT-LLM-Trainer generates datasets from scratch, formats them perfectly, and fine-tunes a model tailored to your needs. Today, we're diving deep into GPT-LLM-Trainer's powers. Witness the process as we fine-tune with the incredible Llama 2 model. See how GPT-4 orchestrates three vital stages: Dataset Generation, System Message Crafting, and Fine-Tuning. This three-tiered approach simplifies training, automating complex steps while enhancing model performance.
Want to conquer LLM training hurdles? GPT-LLM-Trainer has your back. No more guesswork, no more colossal expenses. Just a seamless path from concept to model. Simplify your LLM training journey - join us now!
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Additional Tags & Keywords:
LLM Training, GPT-LLM-Trainer, Language Model Training, LLM Pipeline, Llama 2, GPT-4, Streamlined Training, Affordable LLM Training, Easy LLM Training, Model Fine-Tuning, Task-Specific Models
Hashtags:
#LLMTraining #GPTLLMTrainer #LanguageModel #Llama2 #EfficientTraining #ModelFineTuning

[@intheworldofai]

💓Thank you so much for watching guys! I would highly appreciate it if you subscribe (turn on notifcation bell), like, and comment what else you want to see! Love y'all and have an amazing day fellas.☕ To help and Support me, Buy a Coffee or Donate to Support the Channel: ko-fi.com/worldofai - Thank you so much guys! Love yall 🧠 Follow me on Twitter: twitter.com/intheworldofai 🔥 Become a Patron: patreon.com/WorldofAi

[@JesseBurnett-e5p]

Is there an updated version of this?

[@stresstherapist]

It's insane that we have now reached a stage where the regular joe blogs can finetune their own LLM. We got t the is stage so blindingly fast.

[@intheworldofai]

haha honestly!

[@mastamindchaan387]

Each tutorial only shows how to train prompts. I would like to know how I could train my own PDFs.

[@andrewjcooke]

I agree i'd be nice if you could dump PDFs into one

[@FushigiMigi]

looks awesome. Its over my head.

[@JesseBurnett-e5p]

It's probably not. You just have to have passion to do it. Give it a shot.

[@Malins2000]

you could consider hiding your Open-ai-key ;)

[@MazaHindi]

😂😂

[@intheworldofai]

[Must Watch]: Insane Ai News of the Week: GPT-5 is Official - kzbin.info/www/bejne/bXeXmq2XZt6loas How To Install UNCENSORED Llama 2 Locally - kzbin.info/www/bejne/iKGqiZummq1pbJo ToolLLM: Writes API Calls BETTER Than ChatGPT 4 - kzbin.info/www/bejne/hGW1ZnV4l5Wib8k

[@VastIllumination]

This is exactly what I was looking for, awesome! Love the pace and clarity of the voice over. Keeps getting better.

[@vitalis]

is there a way to use book epub/pdfs to train llms?

[@AbhishekKumar-mk2li]

Yes you can use pdf as source of knowledge and load using document loader and using vector embedded store in vector database and can now query the question search the answer from the database

[@shubham6995]

Hey, can i train a Chatgpt on my writing contents to create blog post using my writing style And if yes, how should i do it?

[@jnabmazhar]

very nice and informative video. I need a help here, can you please suggest me step-by-step that to train a Medical related data, what I will have to do to train it using GPT 4 LLM model. Thank you

[@gavinLovesMetallica]

Thank you! More power to you!

[@wammaknowremixswat987]

Love the video

[@intheworldofai]

Thanks a lot. Have a great day!

[@intheworldofai]

HUGE ChatGPT Update! Fine-tune GPT 3.5 Model! - kzbin.info/www/bejne/fYq9gpWJr9d4aKM

[@XuanGOD]

I don't have api, can i create my own data set and upload it to train LLM instead of running gpt4

[@rmt3589]

If you're fine with GPT-3, then GPT-J is a better alternative. Download that, and train it locally.

[@alexeilevinzon2916]

Great as always! thank you :)

[@intheworldofai]

Thanks so much! Appreciate it a lot. Have a great day.

[@cngblade]

why do i get "The model `gpt-3.5` does not exist"

[@sanidhyagoel3314]

it's gpt-3.5-turbo

[@royalgun8735]

i am facing the same problem

[@tonyd7644]

Hi @WorldofAI Would the GPT-LLM-Trainer be ideal for this use case: Fine tuning an LLM to write in a certain style? For example, "blue widget repair" websites have a certain style of writing. I would also like it to adhere to some specific grammar instructions (e.g., "write in active voice"). Thanks!

[@nishantnishant6475]

“Introduction to GenAI and Simple LLM Inference on CPU and finetuning of LLM Model to create a Custom Chatbot” - This project is assigned to me , i am quite confused Can anyone help me ?

[@HongAnhLuong-e4q]

Hi, Can I ask you if I want to finetune a model to extract meaningful data and structure it into dataframe, is it possible to use your method?

[@intheworldofai]

How to Create Ai Chatbots EASILY With ONE PROMPT! TextBase - (Installation Tutorial) - kzbin.info/www/bejne/fYuogZhsp8Z-gq8

[@intheworldofai]

How to Install TextGen WebUI - Install ANY LLMs IN Minutes Locally! (Oobabooga) - kzbin.info/www/bejne/m5fSe2x9irSso7ssi=HTZHMNvfVtdGizsj

[@shivamkumar-qp1jm]

You rocked this is a great content for LLM Trainer

[@intheworldofai]

Thanks a lot my man! Have a great day

[@particularindividual-cf5jn]

Why not use text generation webui? Easier, more customizability and it's free right? Or am I wrong?

[@pradeepkandasamy8687]

Whats that dataset part...will it be on hughing face too?

[@intheworldofai]

EASIEST Method To Fine-Tune and Train Large Language Models! (Llama Factory) - kzbin.info/www/bejne/pJ6seGuYf5hrfLM

[@intheworldofai]

NEW Falcon 180B: The New Open-Source LLM King! (Installation Tutorial) - kzbin.info/www/bejne/nGbQiXp8p7mqkJo

[@Leonardo_A1]

Hi, great video thanks. Do I need a new PC or is it better to use vrtual PC in the Web? And if PC is needed, which good configuration is needed (sorry for that :-) CU Leonardo from germany

[@prateekkumar-u5h]

If I have a csv file to create a custom LLM, can I add the .csv path to dataset-name

[@intheworldofai]

How to Fine-Tune and Train LLMs With Your Own Data EASILY and FAST With AutoTrain kzbin.info/www/bejne/nJuaiWqfZsdra5o

[@intheworldofai]

GodMode: AI Chat Browser - Chat With Multiple LLMs Simultaneously - (Installation Tutorial) kzbin.info/www/bejne/q3-bYpyKZ86Yn7s

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[@intheworldofai]

How to Fine-Tune and Train LLMs With Your Own Data EASILY and FAST! No Code! kzbin.info/www/bejne/ioC9dayGh8maZ7s

[@matthiashj]

Big thanks for your video but, it doesn't work at "Load Datasets and Train" cause of "model = AutoModelForCausalLM.from_pretrained" highlighted in red

[@kiranbhairava2586]

Does the free openAI api works?

[@intheworldofai]

CREATE and SELL Ai Models WIth A Single Prompt - $500/Month (Installation Tutorial) kzbin.info/www/bejne/jovNf2d-h9yke80

[@octavianduma252]

I am trying to use your tutorial to train a local model running in LM-Studio on server mode is that possible? I downloaded your notebook for llama 2 and opened in on jupyter notebook. Is that a use case that should work?

[@letslearn3513]

Cute cats

[@intheworldofai]

OpenCopilot: FREE Opensource Ai Copilot For The Web Powered By ChatGPT (Installation Tutorial) kzbin.info/www/bejne/iqa2ZnRvetKdrdk

[@emmanuelgarcia5451]

¿Crees que podemos pasar la formación a través de un pdf con la información cargada? Es bastante caro estar ejecutando el programa todo el tiempo y cuando lo ejecuto, ¿qué tienes que hacer ya que no se muestra en el video

[@intheworldofai]

LlamaGPT: Access Uncensored LLAMA 2 - Self-Hosted, Offline, Private, and FREE! (Install Tutorial) - kzbin.info/www/bejne/hIupoXh7pcxkq5Y