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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.
What is Actable AI?
Utilizing state-of-the-art open-source AutoML technology, we streamline the development of high-quality models while eliminating common complexities. Our methodology integrates Deep Learning with pre-trained models to boost intelligence at every turn. By merging Causal AI with AutoML, we promote fairness, support causal inference, and allow for counterfactual predictions. All models can be rapidly deployed for real-time use via the web or an API. We also deliver in-depth insights into feature significance and model interpretations through Shapley values. Our fully open-source AI framework enables thorough auditing and broad applicability of our algorithms across various domains. We skillfully categorize customers or products into similar groups, enriched by a wide variety of features. Through the examination of historical data, we identify temporal patterns to produce precise future predictions. Moreover, we create predictive models using labeled data that can accurately deduce outcomes for unlabeled datasets, significantly boosting our forecasting abilities. This groundbreaking platform not only empowers users but also fosters a culture of informed decision-making based on reliable data analyses, ultimately enhancing business strategies.
Integrations Supported
SQL
Automi
C
C#
C++
Elixir
F#
Falcon Chat
Google Sheets
HTML
Integrations Supported
SQL
Automi
C
C#
C++
Elixir
F#
Falcon Chat
Google Sheets
HTML
API Availability
Has API
API Availability
Has API
Pricing Information
Free
Open source
Free Version
Free Trial Offered?
Pricing Information
$80 per user per month
Free Version
Free Trial Offered?
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
www.tii.ae/
Company Facts
Organization Name
Actable AI
Date Founded
2020
Company Location
United Kingdom
Company Website
www.actable.ai/
Categories and Features
Categories and Features
Data Analysis
Data Discovery
Data Visualization
High Volume Processing
Predictive Analytics
Regression Analysis
Sentiment Analysis
Statistical Modeling
Text Analytics