Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

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

Pythia integrates the examination of interpretability and scaling principles to gain insights into the progression and transformation of knowledge throughout the training of autoregressive transformer models. This approach enables a deeper understanding of the mechanisms behind model learning and adaptation.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Forefront
Axolotl
Scroll
ZBrain

Integrations

Forefront
Axolotl
Scroll
ZBrain

Pricing Details

Free
Free Trial
Free Version

Pricing Details

Free
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

EleutherAI

Founded

2020

Website

eleuther.ai

Product Features

Product Features

Alternatives

OPT Reviews

OPT

Meta

Alternatives

Chinchilla Reviews

Chinchilla

Google DeepMind
GPT-J Reviews

GPT-J

EleutherAI
Alpaca Reviews

Alpaca

Stanford Center for Research on Foundation Models (CRFM)
DeepSpeed Reviews

DeepSpeed

Microsoft
GPT-NeoX Reviews

GPT-NeoX

EleutherAI
Pythia Reviews

Pythia

EleutherAI
Falcon-40B Reviews

Falcon-40B

Technology Innovation Institute (TII)