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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

NVIDIA has created the Nemotron family of open-source models aimed at producing synthetic data specifically for training large language models (LLMs) intended for commercial use. Among these, the Nemotron-4 340B model stands out as a key innovation, providing developers with a robust resource to generate superior quality data while also allowing for the filtering of this data according to multiple attributes through a reward model. This advancement not only enhances data generation capabilities but also streamlines the process of training LLMs, making it more efficient and tailored to specific needs.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Forefront
LaunchLemonade
NVIDIA Agent Toolkit
NVIDIA NemoClaw
ZBrain

Integrations

Forefront
LaunchLemonade
NVIDIA Agent Toolkit
NVIDIA NemoClaw
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

NVIDIA

Founded

1993

Country

United States

Website

nvidia.com

Product Features

Product Features

Alternatives

OPT Reviews

OPT

Meta

Alternatives

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GPT-J

EleutherAI
DeepSpeed Reviews

DeepSpeed

Microsoft
Nemotron 3 Reviews

Nemotron 3

NVIDIA
Pythia Reviews

Pythia

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