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Description
This repository showcases an implementation of model parallel autoregressive transformers utilizing GPUs, leveraging the capabilities of the DeepSpeed library. It serves as a record of EleutherAI's framework designed for training extensive language models on GPU architecture. Currently, it builds upon NVIDIA's Megatron Language Model, enhanced with advanced techniques from DeepSpeed alongside innovative optimizations. Our goal is to create a centralized hub for aggregating methodologies related to the training of large-scale autoregressive language models, thereby fostering accelerated research and development in the field of large-scale training. We believe that by providing these resources, we can significantly contribute to the progress of language model research.
Description
Effortlessly train, launch, and monetize your neural machine translation system with just a few clicks, eliminating the need for any coding skills. Simply drag and drop your parallel data CSV file into the user-friendly interface. Optimize your model's performance by fine-tuning it with advanced settings tailored to your needs. Take advantage of our robust NVIDIA GPU infrastructure to commence training without delay. You can create models for various language pairs, including those that are less commonly supported. Monitor your training progress and performance metrics as they unfold in real time. Seamlessly integrate your trained model through our extensive API. Adjust your model parameters and hyperparameters with ease. Upload your parallel data CSV file directly to the dashboard for convenience. Review training metrics and BLEU scores to gauge your model's effectiveness. Utilize your deployed model through either the dashboard or API for flexible access. Just click "start training" and let our powerful GPUs handle the heavy lifting. It's often advantageous to initiate with default settings before exploring different configurations to enhance results. Additionally, maintaining a record of your experiments and their outcomes will help you discover the ideal settings for your unique translation challenges, ensuring continuous improvement and success.
API Access
Has API
API Access
Has API
Integrations
Forefront
Google Sheets
Microsoft Excel
NVIDIA GPU-Optimized AMI
ZBrain
Integrations
Forefront
Google Sheets
Microsoft Excel
NVIDIA GPU-Optimized AMI
ZBrain
Pricing Details
Free
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
EleutherAI
Founded
2020
Website
github.com/EleutherAI/gpt-neox
Vendor Details
Company Name
Gaia
Country
Peru
Website
gaia-ml.com
Product Features
Product Features
Artificial Intelligence
Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)