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Average Ratings 0 Ratings
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
No
API Access
Has API
Yes
Integrations
Forefront
Yes
Google Sheets
No
Microsoft Excel
No
NVIDIA GPU-Optimized AMI
No
ZBrain
Yes
Integrations
Forefront
No
Google Sheets
Yes
Microsoft Excel
Yes
NVIDIA GPU-Optimized AMI
Yes
ZBrain
No
Pricing Details
Free
Open source
Free Trial
No
Free Version
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
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
No
For Healthcare
No
For Sales
No
For eCommerce
No
Image Recognition
No
Machine Learning
No
Multi-Language
No
Natural Language Processing
No
Predictive Analytics
No
Process/Workflow Automation
No
Rules-Based Automation
No
Virtual Personal Assistant (VPA)
No