Large Language Models and the Changing Face of Computational Linguistics
Explore the impact of Large Language Models on computational linguistics, discussing their transformative effects and future implications for language processing and understanding.
Edit Distance Robust Watermarks - Beyond Substitution Channels in Language Models
Delve into advanced watermarking techniques for language models, focusing on robust detection methods that withstand text modifications while maintaining cryptographic undetectability.
Distortion-Free Mechanisms for Language Model Provenance - Watermarking and Training Independence
Explore groundbreaking watermarking techniques and independence testing methods for language models, focusing on text generation provenance and model weight verification.
La AlquimIA de los Modelos de Lenguaje - De Datos Crudos a Oro Puro
Explora conceptos básicos e intermedios para utilizar modelos de lenguaje más allá de ChatGPT, transformando datos crudos en valiosos resultados con la guía de una experta en IA y arte digital.
Instalación y Uso de Ollama para Modelos de Lenguaje - Data Science y Machine Learning
Aprende a instalar y utilizar Ollama, implementando modelos como Llama2 o Mistral 7B para generar texto, chatear y crear embeddings.
Microsoft AI: Semantic Kernel SDK Integration with Hugging Face Models
Integra Semantic Kernel SDK con modelos Huggingface para generación y resumen de texto usando GPT2 y T5-base. Explora text-generation, text2text-generation y summarization.
On the Evaluation of Generated Text SERPs
Explore cutting-edge approaches to evaluating AI-generated search engine results pages (SERPs) and their effectiveness in modern information retrieval systems.
Creating Custom GPTs - Tutorial and Practical Applications
Master the art of creating custom GPTs with this comprehensive tutorial, covering basics, advanced strategies, and practical applications for AI-driven communication.
Streamlit AI Text Generation Web App with GPT-2 Models
Build an AI text generation web app using Streamlit and GPT-2 models, leveraging aitextgen library for powerful and customizable text generation capabilities.
Elementor AI - The Complete Tutorial
Comprehensive guide on leveraging Elementor AI for generating images, text, containers, code, and website referencing, enhancing web design capabilities.
Retrieval Augmented Generation - Understanding Semantic Search and LLM-Based Text Generation
Discover how Retrieval Augmented Generation (RAG) combines semantic search with LLM-based generation to enhance accuracy and reliability in AI responses, featuring practical implementations and tools.
The iPhone Moment of AI - Natural Language Processing and Generative AI Revolution
Explore the transformative impact of Generative AI and NLP, from GPT-3's capabilities to practical applications in text generation and voice cloning, while addressing ethical considerations and corporate implementation.
Self-Reflective AI: Understanding Self-RAG Framework for Multi-AI-Agents
Explore the innovative Self-RAG framework that enhances AI language models through self-reflection and intelligent retrieval mechanisms, improving accuracy and contextual relevance in text generation.
ChatGPT and Whisper API Tutorial - Building a Demo Application with Python
Master ChatGPT's Python API capabilities through hands-on demonstrations of text completion, chat, image generation, and speech features, culminating in building a Streamlit demo application.
Fine-tuning T5 LLM for Text Generation and Summarization - Complete Tutorial
Master T5 LLM fine-tuning techniques for text summarization through hands-on coding in Google Colab, using practical examples and real-time implementation with Hugging Face.
Building a FLAN-T5 XL Model GUI with Gradio in Google Colab - A Step-by-Step Tutorial
Learn to build a Gradio GUI for FLAN-T5-XL model on Google Colab, enabling free text generation, summarization, and translation capabilities with minimal computational resources and step-by-step implementation.
Language Modeling - Fundamentals and Applications
Master the fundamentals of language modeling, exploring statistical and neural approaches, probability distributions, and practical applications in natural language processing.
Multi-Modal Transformer Agents Controlled by StarCoder - Building AI Systems Without LangChain
Explore how StarCoder orchestrates multi-modal transformer agents on HuggingFace Hub, enabling seamless connections between audio, visual, and text transformers for advanced AI applications.
Using MPT-7B in Hugging Face and LangChain
Explore MPT-7B LLM implementation in Hugging Face and LangChain, covering setup, initialization, tokenization, and text generation. Learn to leverage open-source models for AI applications.
StarCoder - The LLM to Make You a Coding Star
Explore StarCoder's advanced code generation capabilities, including continuous coding and gap-filling. Learn about its applications, versions, and impressive 8,000-token sequence length for enhanced coding assistance.
Inside ChatGPT- Unveiling the Training Process of OpenAI's Language Model
Explore the training process behind ChatGPT, including generative pretraining, supervised fine-tuning, and reinforcement learning through human feedback. Gain insights into AI language model development.