Flux-1 Dev - Photorealistic Image Generation Tutorial Using LoRA Adapters
Learn to generate photorealistic images using Flux-1 (Dev) model and LoRA adapters. Explore setup, inference steps, guidance, and output variety in this hands-on tutorial using Google Colab.
What to Build with AI - Ideas from 10 Hugging Face Spaces
Explore 10 innovative AI applications on Hugging Face Spaces, from math problem-solving to virtual try-ons, music generation, and image manipulation, showcasing the diverse capabilities of modern AI technologies.
FLUX AI Image Generator Tutorial - Comparison and Installation Guide
Discover FLUX.1 Dev, the latest text-to-image AI model. Learn installation, comparison with Midjourney, extension setup, and optimal settings for stunning AI-generated images.
Sciphi Triplex: A Cost-Effective Alternative to Microsoft GraphRAG
Explore Sciphi Triplex: a cost-effective, high-performance alternative to Microsoft's Graph RAG for creating knowledge graphs from unstructured data. Learn setup, implementation, and visualization techniques.
Fine-Tuning and Deploying LLaMA 3.1 on Hugging Face and Ollama
Step-by-step guide to fine-tune LLaMA 3.1 with custom data, save on Hugging Face and Ollama, and deploy for enhanced AI performance tailored to specific business needs.
Creating Synthetic Datasets for Instruction Finetuning with LLaMA and Nemotron
Learn to create synthetic datasets for AI instruction fine-tuning using LLaMA 3.1 and Nemotron 4. Master subtopic generation, question creation, response generation, quality filtering, and dataset uploading to Hugging Face.
Lies, Damned Lies, and Large Language Models - Measuring and Reducing Hallucinations
Explore LLM hallucinations, measure misinformation using TruthfulQA dataset, and learn about retrieval augmented generation to enhance model reliability and accuracy.
Flux One - AI Image Customization Guide
Discover Flux One: Customize AI image generation without technical skills. Create unique visuals from pixel art to realistic photos. Learn to train personalized models using your own images.
Streamlining Customer Inquiry Processes with Machine Learning and Camunda
Streamline customer inquiry handling with machine learning: Automatically analyze sentiment, route messages, and reduce processing time from 13 minutes to 1.6 seconds using Camunda's Hugging Face Connector.
Deploying Retrieval-Augmented Generation Applications with Ray, Hugging Face, and LangChain on Google Cloud
Deploy a Retrieval-Augmented Generation app using Ray, HuggingFace, and LangChain on Google Cloud. Learn to augment with custom data, deploy models, and develop applications rapidly.
Getting Started with GenAI for Android Apps
Explore GenAI integration in Android apps, covering basic concepts, major AI solutions, and practical mobile use cases. Learn to leverage AI capabilities effectively.
Democratizing Diffusion Models with Diffusers
Discover how to create and edit photo-realistic images using Diffusers, an open-source Python library that makes advanced image generation accessible through diffusion models.
Unlocking Local LLMs with Quantization
Discover how quantization optimizes LLMs for local deployment, from pre-training techniques to fine-tuning methods and inference optimization using cutting-edge approaches and community tools.
Elasticsearch Vector Database - Introduction to Vector Search and HNSW Algorithm
Dive into Elasticsearch's evolution from a search engine to a powerful vector database, exploring HNSW algorithms, vector compression, and hybrid search capabilities for enhanced data retrieval.
MinIO Enterprise Object Store: AI Features and RAG Deployment Demo
Explore MinIO's enterprise object store capabilities for AI workloads, featuring advanced observability, security, and performance tools for managing massive-scale data operations across cloud environments.
Using Quix, Hugging Face, and InfluxDB for Anomaly Detection
Explore anomaly detection using Quix, Hugging Face, and InfluxDB. Learn about data pipelines, time series databases, and MLOps for effective machine learning implementation.
Train Your First NLP Transformer Model with Amazon SageMaker
Learn to train and deploy NLP Transformer models using Amazon SageMaker and Hugging Face. Gain hands-on experience with cutting-edge deep learning techniques for natural language processing.
Speed-ups for State-of-the-Art Generative AI Drug Discovery Applications
Explore cutting-edge generative AI techniques for drug discovery, including VAEs, Hugging Face pipelines, and LLM comparisons. Learn to accelerate inference times using C++ and cloud platforms.
Supercharge Your Cloud-Native Applications with Generative AI
Revolutionize cloud-native app development with Generative AI. Learn to evaluate models, build with GenAI, and deploy on Kubernetes using container tech and open-source models from Hugging Face.
Building AI Applications Using Semantic Kernel
Explore LLM integration in applications using Semantic Kernel SDK. Learn to create AI agents, leverage plugins, and enhance existing apps with OpenAI, Azure, and Hugging Face models.
From Research to Production: Fine-Tuning and Aligning LLMs
Learn essential steps for transitioning LLMs to production, focusing on fine-tuning and alignment strategies. Explore Supervised Fine-Tuning, RLHF, and DPO for effective LLM alignment with production goals.