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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

Ling 3.0 Tiny is a reasoning model featuring open weights, comprising 7.9 billion total parameters and 1.3 billion active parameters, alongside a substantial context window of 262,000 tokens. Leveraging a mixture-of-experts architecture, it pushes the boundaries of the open-weights Pareto frontier in terms of intelligence relative to active parameters, while being compact enough for local deployment in various environments. Scoring 25 on the Artificial Analysis Intelligence Index, it stands on par with gpt-oss-120b, which scores 24, despite utilizing 15 times fewer total parameters and 4 times fewer active parameters. This impressive parameter efficiency does come with a trade-off, as it requires a significant 213 million output tokens to complete the Intelligence Index evaluation. In addition, Ling 3.0 Tiny exhibits noteworthy advancements in reducing hallucination tendencies compared to Ling-mini-2.0; it enhances its AA-Omniscience score by 59 points while keeping accuracy levels consistent. Notably, rather than making random guesses in uncertain situations, the model chose to attempt only 37% of the questions during evaluation, leading to a markedly reduced hallucination rate of 30%, a significant improvement over the previous generation's 96%. This strategic approach not only demonstrates the model's improved reasoning capabilities but also highlights its potential for more reliable real-world applications.

Description

Paretos stands at the forefront of AI-driven decision-intelligence software designed to enhance decision-making efficiency. By utilizing Paretos, companies can seamlessly recognize, strategize, implement, and monitor their business opportunities through fully automated workflows throughout the organization. Our cloud-based platform simplifies intricate data analysis, making it as straightforward as using an email client. Say goodbye to convoluted AI tools: your data can be effortlessly and securely linked, with results displayed in an intuitive dashboard. The software aids users by offering practical insights and actionable suggestions to elevate both the quality of their data and the outcomes produced. Discover all the elements that impact your choices and secure only the best solutions based on relevant trade-offs. Paretos takes the initiative to automatically establish the necessary input parameters, and moving forward, our algorithm operates continuously, adjusting your inputs as required to optimize performance. This ensures that decision-making remains efficient and responsive to changing conditions.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Amazon Redshift No 
Amazon S3 No 
Bing No 
Claude Code Yes 
Facebook Ads No 
Google Ads No 
Google Analytics No 
Google Cloud BigQuery No 
Google Sheets No 
Hermes Agent Yes 
JSON No 
Kilo Code Yes 
Microsoft Excel No 
MySQL No 
OpenClaw Yes 
Pinterest Ads No 
PostgreSQL No 
SQL Server No 
Snowflake No 
ZenMux Yes 

Integrations

Amazon Redshift Yes 
Amazon S3 Yes 
Bing Yes 
Claude Code No 
Facebook Ads Yes 
Google Ads Yes 
Google Analytics Yes 
Google Cloud BigQuery Yes 
Google Sheets Yes 
Hermes Agent No 
JSON Yes 
Kilo Code No 
Microsoft Excel Yes 
MySQL Yes 
OpenClaw No 
Pinterest Ads Yes 
PostgreSQL Yes 
SQL Server Yes 
Snowflake Yes 
ZenMux No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) Yes 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Ant Group

Founded

2014

Country

China

Website

ant-ling.com

Vendor Details

Company Name

paretos

Founded

2020

Country

Germany

Website

www.paretos.com

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