filmov
tv
Exploring Keras NLP: An Alternative to Huggingface | Overview of Key Modules & Code Examples

Показать описание
In this video, I provide a high-level overview of Keras NLP as an alternative to Huggingface. We'll dive into the core modules: Tokenizer, Preprocessor, Backbone, and Classifier/LLM. I'll walk you through three practical code examples, two of which leverage the .from_preset method and one that doesn't. Whether you're familiar with Huggingface or new to NLP frameworks, this video offers insights into how Keras NLP can enhance your machine learning projects. Don't forget to like, share, and subscribe for more in-depth tutorials!
Package Versions:
Python: 3.11
keras-nlp: 0.14.4
keras: 3.5.0
jax: 0.4.31
Script used in the video can be found here:
#kerasnlp #huggingface #nlp #machinelearning #deeplearning #tokenizer #preprocessor #backbone #classifier #llm #pythonprogramming #ai #ml #nlptutorial #coding #datascience
Package Versions:
Python: 3.11
keras-nlp: 0.14.4
keras: 3.5.0
jax: 0.4.31
Script used in the video can be found here:
#kerasnlp #huggingface #nlp #machinelearning #deeplearning #tokenizer #preprocessor #backbone #classifier #llm #pythonprogramming #ai #ml #nlptutorial #coding #datascience
Exploring Keras NLP: An Alternative to Huggingface | Overview of Key Modules & Code Examples
TensorFlow in 100 Seconds
Implementing Retrieval-Augmented Generation (RAG) with Keras NLP | Step-by-Step Tutorial
Implementing Retrieval Augmented Generation (RAG) with Keras-NLP and FAISS Vector Store
Implementing Retrieval Augmented Generation (RAG) with Keras-NLP and ChromaDB Vector Store
PyTorch vs. TensorFlow
Neural Networks Explained in 5 minutes
Understanding the Differences in Text Encoding with TensorFlow: TokenTextEncoder vs. Keras Tokenizer
Understanding the Role of padding in Keras: A Deep Dive
Unlocking the Power of StringLookup in Pytorch: A Seamless Transition from TensorFlow Keras
Solving the Keras-RL ValueError: Handling Multiple Outputs in DQN Models
Creating Character-Word Embeddings from lm_1b in Keras: A Step-by-Step Guide
How to Convert a Keras Tensor to a Numpy Array Inside a Custom Layer in TensorFlow
Implementing Bilinear Transformation in Keras
SHAP values for beginners | What they mean and their applications
Understanding one-hot encoding in Keras: Why It Doesn’t Always Produce Zeroes
Best OCR Models to Extract Text from Images (EasyOCR, PyTesseract, Idefics2, Claude, GPT-4, Gemini)
Resolving the InvalidArgumentError in TensorFlow Multi-Class Classification
Learn AI Art Today #shorts
How to Get the Dot Product of Two Embedding Layers in TensorFlow Keras Using the Sequential Class
Sasha Rush | Beyond Softmax: Deep Probabilistic Structure in NLP
Advanced Deep Learning with Keras: Introduction to Computer Vision | packtpub.com
T5: Exploring Limits of Transfer Learning with Text-to-Text Transformer (Research Paper Walkthrough)
Understanding the Keras 1D Segmentation Model: How to Avoid Predicting Only Even Characters
Комментарии