Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Ratings and Reviews 0 Ratings

Total
ease
features
design
support

This software has no reviews. Be the first to write a review.

Write a Review

Alternatives to Consider

  • Google AI Studio Reviews & Ratings
    4 Ratings
    Company Website
  • Vertex AI Reviews & Ratings
    673 Ratings
    Company Website
  • LM-Kit.NET Reviews & Ratings
    3 Ratings
    Company Website
  • CCM Platform Reviews & Ratings
    3 Ratings
    Company Website
  • Moodle Reviews & Ratings
    3,865 Ratings
    Company Website
  • Google Cloud BigQuery Reviews & Ratings
    1,730 Ratings
    Company Website
  • SKU Science Reviews & Ratings
    16 Ratings
    Company Website
  • OORT DataHub Reviews & Ratings
    13 Ratings
    Company Website
  • Adobe PDF Library SDK Reviews & Ratings
    35 Ratings
    Company Website
  • KPI Fire Reviews & Ratings
    27 Ratings
    Company Website

What is PanGu-Σ?

Recent advancements in natural language processing, understanding, and generation have largely stemmed from the evolution of large language models. This study introduces a system that utilizes Ascend 910 AI processors alongside the MindSpore framework to train a language model that surpasses one trillion parameters, achieving a total of 1.085 trillion, designated as PanGu-{\Sigma}. This model builds upon the foundation laid by PanGu-{\alpha} by transforming the traditional dense Transformer architecture into a sparse configuration via a technique called Random Routed Experts (RRE). By leveraging an extensive dataset comprising 329 billion tokens, the model was successfully trained with a method known as Expert Computation and Storage Separation (ECSS), which led to an impressive 6.3-fold increase in training throughput through the application of heterogeneous computing. Experimental results revealed that PanGu-{\Sigma} sets a new standard in zero-shot learning for various downstream tasks in Chinese NLP, highlighting its significant potential for progressing the field. This breakthrough not only represents a considerable enhancement in the capabilities of language models but also underscores the importance of creative training methodologies and structural innovations in shaping future developments. As such, this research paves the way for further exploration into improving language model efficiency and effectiveness.

What is BLOOM?

BLOOM is an autoregressive language model created to generate text in response to prompts, leveraging vast datasets and robust computational resources. As a result, it produces fluent and coherent text in 46 languages along with 13 programming languages, making its output often indistinguishable from that of human authors. In addition, BLOOM can address various text-based tasks that it hasn't explicitly been trained for, as long as they are presented as text generation prompts. This adaptability not only showcases BLOOM's versatility but also enhances its effectiveness in a multitude of writing contexts. Its capacity to engage with diverse challenges underscores its potential impact on content creation across different domains.

Media

No images available

Media

Integrations Supported

PanGu Chat

Integrations Supported

PanGu Chat

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Huawei

Date Founded

1987

Company Location

China

Company Website

huawei.com

Company Facts

Organization Name

BigScience

Date Founded

2021

Company Website

huggingface.co/bigscience/bloom

Categories and Features

Categories and Features

Natural Language Generation

Business Intelligence
CRM Data Analysis and Reports
Chatbot
Email Marketing
Financial Reporting
Multiple Language Support
SEO
Web Content

Natural Language Processing

Co-Reference Resolution
In-Database Text Analytics
Named Entity Recognition
Natural Language Generation (NLG)
Open Source Integrations
Parsing
Part-of-Speech Tagging
Sentence Segmentation
Stemming/Lemmatization
Tokenization

Popular Alternatives

LTM-1 Reviews & Ratings

LTM-1

Magic AI

Popular Alternatives

FLAN-T5 Reviews & Ratings

FLAN-T5

Google
PanGu-α Reviews & Ratings

PanGu-α

Huawei
GPT-3 Reviews & Ratings

GPT-3

OpenAI
DeepSeek-V2 Reviews & Ratings

DeepSeek-V2

DeepSeek
GPT-J Reviews & Ratings

GPT-J

EleutherAI
DeepSeek R2 Reviews & Ratings

DeepSeek R2

DeepSeek
ChatGPT Reviews & Ratings

ChatGPT

OpenAI
Baichuan-13B Reviews & Ratings

Baichuan-13B

Baichuan Intelligent Technology