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How to Fine-Tune an LLM on Your Own Dataset (No Code!) | Step-by-Step Guide
Want to fine-tune a Large Language Model (LLM) on your own dataset-without complex coding?
In this step-by-step tutorial, we show you how to use UbiAI to fine-tune an LLM using your own data, making AI customization more accessible than ever!
What You’ll Learn:
✅ Uploading & structuring your dataset
✅ Configuring and training your LLM with ease
✅ Testing, optimizing, and integrating your fine-tuned model
Whether you're a data scientist, developer, or business professional, this tutorial will help you harness the power of AI for your specific needs.
👉 Request a free consultation: apiv2.ubiai.tools/widget/booking/rQdEzYzc0Mo3sA6EAeJt
🔔 Subscribe for more AI tutorials!
#ai #machinelearning #finetuning #artificialintelligence #nocode #llm
Переглядів: 62

Відео

Fine-Tuning LLMs on Your Own Data Webinar Recording
Переглядів 14321 день тому
Discover how to fine-tune large language models (LLMs) with your own data in this insightful webinar featuring Walid Amamou, founder of UbiAI, and Sarah Lloyd Favaro, AI transformation expert. Learn actionable strategies for: • Fine-tuning state-of-the-art LLMs for domain-specific use cases. • Generating high-quality training datasets quickly and efficiently. • Evaluating and deploying custom A...
Synthetic Data Generation for SQL Commands: Step-by-Step Tutorial
Переглядів 108Місяць тому
Struggling to find high-quality data for fine-tuning your AI models? Learn how to generate synthetic data to overcome data scarcity in this in-depth tutorial! This tutorial walks you through: • Why synthetic data is crucial in today’s AI landscape. • How to create an SQL commands dataset tailored to your use case. • Tips on refining, filtering, and evaluating your generated data using reward mo...
Learn how to fine-tune your own AI model with UbiAI!
Переглядів 68Місяць тому
In this tutorial, we take you through the entire process of fine-tuning a language model, from creating datasets to deploying your trained model. Whether you’re working on text generation, named entity recognition, or document classification, this guide will help you get started quickly and effectively. What you’ll learn: ✅ Preparing datasets (CSV uploads, mapping, and validation). ✅ Training m...
Fine-Tuning LLaMA-3 for Psychology Question Answering Using LoRA and Unsloth
Переглядів 2 тис.Місяць тому
In this tutorial, we walk you through the process of finetuning the Llama3 language model to answer psychology-related questions. Whether you're new to AI or looking to dive deeper into the world of language model customization, this video provides step-by-step instructions to help you tailor Llama3 for specialized tasks in psychology. You'll learn how to: - Set up the Llama3 model for training...
UbiAI LLM Fine-Tuning
Переглядів 1152 місяці тому
Learn how easy it is to build custom AI models with the new UbiAI LLM fine-tuning release! In this video we demonstrate how to manage datasets, utilize automated labeling, select from state-of-the-art models (Llama 3.1, Mistral, SpaCy, BERT, LayoutLM, etc.), and monitor training performance with real-time metrics (F1-score, precision, recall, confusion matrix). Learn how to evaluate your trinae...
UbiAI LLM Auto-labeling
Переглядів 19410 місяців тому
Auto-label your documents with a click using UbiAI's LLM feature.
Kudra AI
Переглядів 15210 місяців тому
Introducing Kudra: the A.I engine for building intelligent document applications
UBIAI Annotation Tool New Update: Integration of GPT-4v into our zero-shot labeling capabilities
Переглядів 175Рік тому
This groundbreaking update is set to revolutionize how we approach document annotation, making the process smarter, faster, and incredibly intuitive.
Model Fine-Tuning: How to Label a PDF in just few clicks with UBIAI ?
Переглядів 358Рік тому
ubiai.tools/your-most-powerful-annotation-tool-in-the-market-now/
Get Started With UBIAI Onboarding Video
Переглядів 784Рік тому
ubiai.tools/your-most-powerful-annotation-tool-in-the-market-now/
Introducing UBIAI Text Annotation Tool
Переглядів 782Рік тому
ubiai.tools/your-most-powerful-annotation-tool-in-the-market-now/
AI Builder Walkthrough - Document Processing with chatGPT
Переглядів 892Рік тому
ubiai.tools/your-most-powerful-annotation-tool-in-the-market-now/ In this video, we'll take you through a comprehensive walkthrough of AI Builder (builder.ubiai.tools), a powerful tool that allows you to create custom AI workflows using your custom trained models along with large language models such as chatGPT without writing a single line of code. Whether you're a beginner or an experienced u...
Introducing AI Builder: the A.I engine for building intelligent document applications
Переглядів 562Рік тому
ubiai.tools/your-most-powerful-annotation-tool-in-the-market-now/
How to Auto-label Your PDF Documents with GPT
Переглядів 1 тис.Рік тому
ubiai.tools/your-most-powerful-annotation-tool-in-the-market-now/ If you are looking for a more efficient way to train your NLP model and struggle to label your data, few shot labeling may be the solution you need. This technique allows models to learn from just a few examples instead of large datasets. The GPT model is a perfect example of this, using deep neural networks to generate natural l...
Few Shot Labeling with UBIAI
Переглядів 203Рік тому
Few Shot Labeling with UBIAI
How to download models from UBIAI and run inference in Google Colab
Переглядів 685Рік тому
How to download models from UBIAI and run inference in Google Colab
UBIAI Project Creation
Переглядів 7582 роки тому
UBIAI Project Creation
UBIAI has returned with a fresh new look!
Переглядів 572 роки тому
UBIAI has returned with a fresh new look!
Named Entities Recognition Feature
Переглядів 1542 роки тому
Named Entities Recognition Feature
Step by step tutorial to train a machine learning model on a custom dataset
Переглядів 1,1 тис.2 роки тому
Step by step tutorial to train a machine learning model on a custom dataset
UBIAI's OCR Annotation Feature, how does it work ?
Переглядів 4532 роки тому
UBIAI's OCR Annotation Feature, how does it work ?
How does UBIAI's Team Collaboration works ?
Переглядів 352 роки тому
How does UBIAI's Team Collaboration works ?
Check out UBIAI Tools & Features
Переглядів 342 роки тому
Check out UBIAI Tools & Features
Step by step Annotation Tutorial using the UBIAI OCR Annotation feature
Переглядів 2,4 тис.2 роки тому
Step by step Annotation Tutorial using the UBIAI OCR Annotation feature
UBIAI Text Annotation Tool
Переглядів 862 роки тому
UBIAI Text Annotation Tool
Auto-label Your Documents with UBIAI's Model-Assisted Labeling
Переглядів 8542 роки тому
Auto-label Your Documents with UBIAI's Model-Assisted Labeling
Knowledge-infused Learning: Knowledge Graphs for Explainable AI
Переглядів 1,8 тис.2 роки тому
Knowledge-infused Learning: Knowledge Graphs for Explainable AI
Introducing UBIAI Text Annotation Tool
Переглядів 1,3 тис.3 роки тому
Introducing UBIAI Text Annotation Tool
How to Fine-Tune BERT Transformer with spaCy 3
Переглядів 8 тис.3 роки тому
How to Fine-Tune BERT Transformer with spaCy 3

КОМЕНТАРІ

  • @houcyhoucy3486
    @houcyhoucy3486 11 днів тому

    Thanks very much for sharing!

  • @hzidoum
    @hzidoum 18 днів тому

    Great tutorial. Very efficient.

  • @its_me_162
    @its_me_162 Місяць тому

    This is really helpful !

  • @xv3ei
    @xv3ei Місяць тому

    ❤❤

  • @ShrikantKadam-q6s
    @ShrikantKadam-q6s 8 місяців тому

    Hey.. Can we clone/copy the project in UBIAI?

  • @Jackson_M5
    @Jackson_M5 8 місяців тому

    Awesome

  • @rajganesh9095
    @rajganesh9095 9 місяців тому

    Remote India freelance job

  • @mridhulan7319
    @mridhulan7319 9 місяців тому

    how can I auto annotate my documents in batches instead of doing one by one

  • @tarteenpions6460
    @tarteenpions6460 Рік тому

    Hi, this is great- is this feature available in the free version. ?

  • @AdandKidda
    @AdandKidda 2 роки тому

    hi, in free version , why can't we upload "jpg" files for OCR annotation. its saying: "You don't have enough document credits to upload." . although there are 50 doc credits in free account.

    • @ubiai6654
      @ubiai6654 2 роки тому

      Hi Aditya, the 50 free documents are non-OCR type. We can offer you an extended trial limits, can you email us at admin@ubiai.tools?

  • @klaus_aj5895
    @klaus_aj5895 2 роки тому

    Hi, i am facing unicodedecode error while training spacy with !python -m spacy train command, is there anyway any help would be appreciated.

  • @vineetabhardwaaj612
    @vineetabhardwaaj612 2 роки тому

    Wonderful God bless🙏🌹

  • @drb.sgautam8836
    @drb.sgautam8836 3 роки тому

    Very much informative.

  • @swalpavyas5497
    @swalpavyas5497 3 роки тому

    Very good👍

  • @SimranjeetKaur-xq1fy
    @SimranjeetKaur-xq1fy 3 роки тому

    Very informative,

  • @latagaur2643
    @latagaur2643 3 роки тому

    Very good 👍

  • @saranshtiwari568
    @saranshtiwari568 3 роки тому

    Wonder speaker with wonderful talk!! Its really very informative.

  • @shobhasharma1289
    @shobhasharma1289 3 роки тому

    Very nice.

  • @anantamol
    @anantamol 3 роки тому

    Proud of you Manas