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#Flan-T5

Showing: 17 courses
The Machine Learning Engineer

MLOps: Optimización PEFT para Resumen de Diálogos con Flan-T5 (LoRA) - Español

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Aprende a optimizar modelos Flan-T5 con PEFT (Lora) para resumir diálogos eficientemente, incluyendo técnicas de prompt tuning y evaluación de resultados.
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1 Lesons
24 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps: Prompt Tuning for Dialog Summarization with Flan-T5 in Spanish

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Aprende a personalizar y evaluar modelos Flan-T5 para resumen de documentos mediante prompt tuning, con enfoque práctico en español.
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1 Lesons
26 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-Tuning T5 for Document Classification - Part 0: Proof of Concept (Español)

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Personaliza Flan-T5 para clasificación de documentos usando un dataset pequeño de 1000 documentos en 10 clases.
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1 Lesons
42 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps MLFlow: Fine-tuning Flan-T5 for Sequence-to-Sequence Classification in Spanish

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Personaliza un modelo T5 para clasificación de documentos utilizando Sequence to Sequence y MLflow, mejorando tus habilidades en MLOps y aprendizaje automático.
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1 Lesons
48 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-tuning Flan-T5 for Text Classification Using MLFlow - Spanish Tutorial

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Personaliza un modelo T5 para clasificación de documentos utilizando SequenceClassification y MLflow, mejorando tus habilidades en ciencia de datos y aprendizaje automático.
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1 Lesons
48 minutes
On-Demand
Free-Video
Discover AI

Cost Analysis for Fine-Tuning FLAN-T5 Large Language Models

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Discover practical cost estimates and expert insights for fine-tuning FLAN-T5 language models, with guidance on cloud infrastructure optimization and budget management for different model sizes.
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1 Lesons
12 minutes
On-Demand
Free-Video
Discover AI

Fine-tuning Flan-T5 LLM with HuggingFace Accelerate - Tutorial

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Learn how to fine-tune Flan-T5 LLM using HuggingFace Accelerate for multi-GPU environments, with step-by-step guidance on preprocessing and implementation for specific downstream tasks.
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8 Lesons
12 minutes
On-Demand
Free-Video
Discover AI

Fine-tuning FLAN-T5 Models for Text Summarization with PyTorch

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Master Flan-T5 model fine-tuning for text summarization through hands-on PyTorch implementation, complete with practical code examples and real-time demonstrations.
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1 Lesons
13 minutes
On-Demand
Free-Video
Discover AI

ChatGPT vs Flan-T5: Comparing Proprietary and Free LLMs with Performance Tuning

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Explore the differences between ChatGPT and Flan-T5 LLM models, comparing their capabilities, accessibility, and performance optimization through practical demonstrations and hyperparameter tuning techniques.
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1 Lesons
12 minutes
On-Demand
Free-Video
Discover AI

Running Flan-T5-XL Model on Google Colab - A Free Self-Explaining Language Model

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Discover how to implement and optimize the Flan-T5-XL language model on Google Colab, exploring its capabilities in reasoning, essay writing, and translation tasks while working within free resource constraints.
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1 Lesons
18 minutes
On-Demand
Free-Video
Discover AI

Building a FLAN-T5 XL Model GUI with Gradio in Google Colab - A Step-by-Step Tutorial

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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.
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6 Lesons
12 minutes
On-Demand
Free-Video
UofU Data Science

Uncertainty, Prompting, and Chain-of-Thoughts in Large Language Models - Part 2

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Dive into advanced AI concepts including temperature scaling, Bayesian calibration, prompt-based finetuning, and chain-of-thought techniques for more reliable and explainable language models.
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11 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Discover AI

Building a BLIP-2 Application: Vision Transformer and Language Model Integration

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Master building a multimodal AI system that combines Vision Transformers and language models to analyze images and generate contextual responses through practical implementation of BLIP-2 architecture.
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1 Lesons
23 minutes
On-Demand
Free-Video
Discover AI

How to Fine-tune T5 and Flan-T5 Large Language Models - Theory Introduction

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Discover the fundamentals of fine-tuning T5 and Flan-T5 language models, exploring key differences, implementation steps, and practical applications using Hugging Face transformers.
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1 Lesons
27 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-tuning Flan-T5 for Sequence-to-Sequence Classification with MLFlow

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Fine-tune Flan-T5 for sequence-to-sequence classification using MLflow. Learn advanced MLOps techniques for optimizing language models in data science projects.
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1 Lesons
47 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Fine-tuning Flan-T5 for Text Classification with MLFlow

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Aprende a personalizar el modelo T5 base para clasificación de secuencias usando tu propio conjunto de datos y MLflow para MLOps.
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1 Lesons
48 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps: OpenVino Quantized Pipeline for Grammatical Error Correction

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Build a grammar error correction model using OpenVino, combining Roberta-based error detection and Flan-T5 correction, with quantization for efficient CPU inference.
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1 Lesons
55 minutes
On-Demand
Free-Video