Ludwig

Ludwig

Uber AI
+
+

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About

Train, deploy, and commercialize your neural machine translator with just a few clicks, no coding required. Upload your parallel data CSV file with a simple drag-and-drop interface. Fine-tune your model with advanced settings for optimal performance. Start training instantly with our powerful NVIDIA GPU infrastructure. Train models for a wide range of language pairs, including low-resource languages. Track training progress and performance metrics in real time. Easily integrate your trained model with our comprehensive API. Configure your model parameters and hyperparameters. Upload your parallel data CSV file to the dashboard. Review training metrics and BLEU scores. Use your deployed model via dashboard or API. Click "start training" and let our GPUs do the work. It's often beneficial to start with default values and then experiment with different configurations. Keep track of your experiments and their results to find the optimal settings for your specific translation task.

About

Ludwig is a low-code framework for building custom AI models like LLMs and other deep neural networks. Build custom models with ease: a 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. Optimized for scale and efficiency: automatic batch size selection, distributed training (DDP, DeepSpeed), parameter efficient fine-tuning (PEFT), 4-bit quantization (QLoRA), and larger-than-memory datasets. Expert level control: retain full control of your models down to the activation functions. Support for hyperparameter optimization, explainability, and rich metric visualizations. Modular and extensible: experiment with different model architectures, tasks, features, and modalities with just a few parameter changes in the config. Think building blocks for deep learning.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Any user looking for a solution to build their own neural machine translator

Audience

Developers interested in a low-code framework to build custom AI models like LLMs and other deep neural networks

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Gaia
Peru
gaia-ml.com

Company Information

Uber AI
Founded: 2016
United States
ludwig.ai/latest/

Alternatives

Alternatives

DeepSpeed

DeepSpeed

Microsoft
Ludwig

Ludwig

Uber AI
MLBox

MLBox

Axel ARONIO DE ROMBLAY
thinkdeeply

thinkdeeply

Think Deeply
Neural Designer

Neural Designer

Artelnics

Categories

Categories

Integrations

Aim
Alpaca
Comet
Discord
Docker
Google Sheets
Hugging Face
Kubernetes
Llama 2
MLflow
Microsoft Excel
NVIDIA GPU-Optimized AMI
Python
RAY
TensorBoard
Triton
Weights & Biases

Integrations

Aim
Alpaca
Comet
Discord
Docker
Google Sheets
Hugging Face
Kubernetes
Llama 2
MLflow
Microsoft Excel
NVIDIA GPU-Optimized AMI
Python
RAY
TensorBoard
Triton
Weights & Biases
Claim Gaia and update features and information
Claim Gaia and update features and information
Claim Ludwig and update features and information
Claim Ludwig and update features and information