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What is Falcon Mamba 7B?
The Falcon Mamba 7B represents a groundbreaking advancement as the first open-source State Space Language Model (SSLM), introducing an innovative architecture as part of the Falcon model series. Recognized as the leading open-source SSLM worldwide by Hugging Face, it sets a new benchmark for efficiency in the realm of artificial intelligence. Unlike traditional transformer models, SSLMs utilize considerably less memory and can generate extended text sequences smoothly without additional resource requirements. Falcon Mamba 7B surpasses other prominent transformer models, including Meta’s Llama 3.1 8B and Mistral’s 7B, showcasing superior performance and capabilities. This innovation underscores Abu Dhabi’s commitment to advancing AI research and solidifies the region's role as a key contributor in the global AI sector. Such technological progress is essential not only for driving innovation but also for enhancing collaborative efforts across various fields. Furthermore, it opens up new avenues for research and development that could greatly influence future AI applications.
What is Falcon-7B?
The Falcon-7B model is a causal decoder-only architecture with a total of 7 billion parameters, created by TII, and trained on a vast dataset consisting of 1,500 billion tokens from RefinedWeb, along with additional carefully curated corpora, all under the Apache 2.0 license.
What are the benefits of using Falcon-7B?
This model excels compared to other open-source options like MPT-7B, StableLM, and RedPajama, primarily because of its extensive training on an unimaginably large dataset of 1,500 billion tokens from RefinedWeb, supplemented by thoughtfully selected content, which is clearly reflected in its performance ranking on the OpenLLM Leaderboard.
Furthermore, it features an architecture optimized for rapid inference, utilizing advanced technologies such as FlashAttention and multiquery strategies.
In addition, the flexibility offered by the Apache 2.0 license allows users to pursue commercial ventures without worrying about royalties or stringent constraints.
This unique blend of high performance and operational freedom positions Falcon-7B as an excellent option for developers in search of sophisticated modeling capabilities.
Ultimately, the model's design and resourcefulness make it a compelling choice in the rapidly evolving landscape of machine learning.
Integrations Supported
C
C#
C++
CSS
Clojure
Elixir
F#
HTML
JavaScript
Julia
Integrations Supported
C
C#
C++
CSS
Clojure
Elixir
F#
HTML
JavaScript
Julia
API Availability
Has API
API Availability
Has API
Pricing Information
Free
Free Trial Offered?
Free Version
Pricing Information
Free
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
Technology Innovation Institute (TII)
Date Founded
2019
Company Location
United Arab Emirates
Company Website
falconllm.tii.ae/falcon-models.html
Company Facts
Organization Name
Technology Innovation Institute (TII)
Date Founded
2019
Company Location
United Arab Emirates
Company Website
www.tii.ae/