ludwig ai online with Winfy

We have hosted the application ludwig ai in order to run this application in our online workstations with Wine or directly.

Quick description about ludwig ai:

Declarative deep learning framework built for scale and efficiency. Ludwig is a low-code framework for building custom AI models like LLMs and other deep neural networks. Declarative YAML configuration file is all you need to train a state-of-the-art LLM on your data. Support for multi-task and multi-modality learning. Comprehensive config validation detects invalid parameter combinations and prevents runtime failures. Automatic batch size selection, distributed training (DDP, DeepSpeed), parameter efficient fine-tuning (PEFT), 4-bit quantization (QLoRA), and larger-than-memory datasets. Retain full control of your models down to the activation functions. Support for hyperparameter optimization, explainability, and rich metric visualizations. Experiment with different model architectures, tasks, features, and modalities with just a few parameter changes in the config. Think building blocks for deep learning.

Features:

• Optimized for scale and efficiency
• Build custom models with ease
• Expert level control
• Modular and extensible
• Engineered for production
• Large Language Model Fine-Tuning

Programming Language: Python.
Categories: