Search Results for: transformers

Table of Contents Integrating and Scaling Large Language Models with FastChat: A Complete Guide to LMSYS, Configuration, and Advanced Usage FastChat: Unlocking the Potential of Large Language Models About LMSYS Importance and Relevance of FastChat in the Current LLM Ecosystem…

Table of Contents Implementing Semantic Search: Jaccard Similarity and Vector Space Models Beyond Boolean Search: Navigating Limitations and Opportunities Scoring: A Deep Dive into Jaccard Similarity for Retrieval Vector Space Models: The Power of TF-IDF Weighting Understanding the Importance of…

Table of Contents Exploring Oobabooga Text Generation Web UI: Installation, Features, and Fine-Tuning Llama Model with LoRA Introduction What’s in Store for You? Overview of Oobabooga Text Generation Web UI Interface Overview User Interaction Model Response Action Buttons Why Is…

Table of Contents Integrating Local LLM Frameworks: A Deep Dive into LM Studio and AnythingLLM Introduction to Local Large Language Models (LLMs) Exploring LM Studio and AnythingLLM: Interact with Your Documents Like Never Before Next Steps in Local LLM Integration…

Table of Contents Automatic License Plate Reader Using OCR in Python License Plate Reader A Small Survey of License Plate Reader Methods Modern-Day Object Detectors Owlv2 PaddleOCR Architecture of PaddleOCR Configuring Your Development Environment Setup and Imports Object Detection OCR…

Table of Contents Sharpen Your Vision: Super-Resolution of CCTV Images Using Hugging Face Diffusers Configuring Your Development Environment Problem Statement How Does Super-Resolution Solve This? State-of-the-Art Approaches Generative Adversarial Networks (GANs) Diffusion Models Implementing Diffusion-Based Upscaler Using Hugging Face 🤗…

Table of Contents Understanding Tasks in Diffusers: Part 3 Introduction Why Not Image-to-Image? ControlNet Models Configuring Your Development Environment Setup and Imports Installation Imports Utility Functions Canny ControlNet Setting Up Loading the Model Optimizing the Pipeline Image Generation Cleaning Up…

Table of Contents Inside Look: Exploring Ollama for On-Device AI Introduction to Ollama Overview of Ollama Installing Ollama on a MacOS Ollama’s Model Registry: A Treasure Trove of LLMs Ollama as a Command Line Interface Tool History and Contextual Awareness…

Table of Contents Harnessing Power at the Edge: An Introduction to Local Large Language Models Introduction to Large Language Models (LLMs) What Are Large Language Models? Historical Context and Technological Evolution The Development of OpenAI’s Generative Pre-Trained Transformers Key Training…