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Mastering Hugging Face's Auto Train Advanced: Fine-Tune Models with Ease
Learn how to fine-tune models like llm 7B Vikuna and Pythia using Hugging Face's Auto Train Advanced. Create a private space, select tasks, datasets, and parameters, then monitor progress on the dashboard. Easily deploy trained models for seamless integration.
Master NLP: Movie Genre Prediction Competition Guide
Join Abhishek Thakur's channel as Data Driven Science experts Jan and Prashant unveil a thrilling movie genre prediction competition. Learn hands-on NLP techniques for text classification using Hugging Face tools. Dive into practical machine learning education and compete to sharpen your data science skills.
Mastering LLM Training in 50 Lines: Abhishek Thakur's Expert Guide
Abhishek Thakur demonstrates training LLMs in 50 lines of code using the "alpaca" dataset. He emphasizes data formatting consistency for optimal results, showcasing the process on his home GPU. Explore the world of AI training with key libraries and fine-tuning techniques.
Revolutionizing Image Description Generation with InstructBlip and Hugging Face Transformers
Abhishek Thakur explores cutting-edge image description generation using InstructBlip and Hugging Face Transformers. Leveraging Vicuna and Flan T5, the team crafts detailed descriptions, saves them in a CSV file, and creates embeddings for semantic search, culminating in a user-friendly Gradio demo.
Ultimate Guide: Creating AI QR Codes with Python & Hugging Face Library
Learn how to create AI-generated QR codes using Python and the Hugging Face library, Diffusers, in this exciting tutorial by Abhishek Thakur. Explore importing tools, defining models, adjusting parameters, and generating visually stunning QR codes effortlessly.
Unveiling Salesforce's Exogen: Efficient 7B LLM Model for Summarization
Explore Salesforce's cutting-edge Exogen model, a 7B LLM trained on an 8K input sequence. Learn about its Apache 2.0 license, versatile applications, and efficient summarization capabilities in this informative video by Abhishek Thakur.
Building a PDF Chatbot: From Scratch with PDF Miner and Sentence Transformer
Join Abhishek Thakur in building a PDF chatbot from scratch without traditional AI libraries. Learn about PDF Miner, Sentence Transformer, semantic search, and model deployment for a cutting-edge chatbot experience.
Deploying Large Language Models with Hugging Face's Inference Endpoints
Learn how to deploy large language models like Falcon 40B using Hugging Face's inference endpoints. Secure, efficient, and customizable deployment options for various models. Dive into the process with Abhishek Thakur's expert guidance.
Fine-Tuning Language Models: CSV Dataset Tutorial with Abhishek Thakur
Abhishek Thakur demonstrates fine-tuning large language models using a CSV dataset and Auto Train. Learn to convert data, set up Auto Train, train the model, and deploy it locally or on Hugging Face Hub. Explore tips for running on single GPUs or Google Colab efficiently.
Mastering Local Machine Model Running: Abhishek Thakur's Guide
Learn how to run the llama V2 13 million parameter model on your local machine with Abhishek Thakur. Explore using the llama.cpp library on Mac and Ubuntu, converting models to ggml format, and optimizing GPU performance. Say goodbye to paid solutions and hello to local llama power!
Mastering Text Generation: Local Chatbot Deployment and Model Fine-Tuning
Abhishek Thakur showcases a local chatbot and deploys large language models using the Text Generation Inference library. He introduces Chat UI by Hugging Face for seamless text generation, highlighting the potential for production deployment and fine-tuning models on private datasets.
Enhancing Sketches: Abhishek Thakur's Guide to Visual Generation
Learn how Abhishek Thakur transforms sketches into stunning images using a unified diffusion model in this insightful tutorial. Discover the power of the stable diffusion Excel refiner in enhancing image quality through minimal code modifications. Elevate your app development skills today!
Master Voice Cloning with Bark Model: Abhishek Thakur's Guide
Abhishek Thakur showcases the bark model's voice generation and cloning capabilities in this transformative YouTube video. Learn how to clone any voice with just a 10-second audio clip using this innovative technology.
Mastering Chat UI: Build Engaging Conversations with Llama V2 7tb Model
Learn how to build a chat UI for Llama V2 chat using the 7tb model in this tutorial by Abhishek Thakur. Set parameters, format prompts, manage context, and deploy the app with ease using gradio. Master the art of engaging conversations in just 50 lines of code.
Training Stable Diffusion Excel Models: Google Colab & Hugging Face Tutorial
Join Abhishek Thakur as he guides you through training stable diffusion Excel models on Google Colab and Hugging Face spaces. Learn to create stunning images with AI, from setup to refining quality, in this engaging and informative tutorial.