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What is Solar Pro 2?

Upstage has introduced Solar Pro 2, a state-of-the-art large language model engineered for frontier-scale applications, adept at handling complex tasks and workflows across multiple domains such as finance, healthcare, and legal fields. This model features a streamlined architecture with 31 billion parameters, delivering outstanding multilingual support, particularly excelling in Korean, where it outperforms even larger models on significant benchmarks like Ko-MMLU, Hae-Rae, and Ko-IFEval, while also maintaining solid performance in English and Japanese. Beyond its impressive language understanding and generation skills, Solar Pro 2 integrates an advanced Reasoning Mode that greatly improves the precision of multi-step tasks across various challenges, ranging from general reasoning tests (MMLU, MMLU-Pro, HumanEval) to complex mathematical problems (Math500, AIME) and software engineering assessments (SWE-Bench Agentless), achieving problem-solving efficiencies that rival or exceed those of models with twice the number of parameters. Additionally, its superior tool-use capabilities enable the model to interact effectively with external APIs and datasets, enhancing its relevance in practical applications. This groundbreaking architecture not only showcases remarkable adaptability but also establishes Solar Pro 2 as a significant contender in the rapidly advancing field of AI technologies, paving the way for future innovations. As the demand for advanced AI solutions continues to grow, Solar Pro 2 is poised to meet the challenges of various industries head-on.

What is Solar Mini?

Solar Mini is a cutting-edge pre-trained large language model that rivals the capabilities of GPT-3.5 and delivers answers 2.5 times more swiftly, all while keeping its parameter count below 30 billion. In December 2023, it achieved the highest rank on the Hugging Face Open LLM Leaderboard by employing a 32-layer Llama 2 architecture initialized with high-quality Mistral 7B weights, along with a groundbreaking technique called "depth up-scaling" (DUS) that efficiently increases the model's depth without requiring complex modules. After the DUS approach is applied, the model goes through additional pretraining to enhance its performance, and it incorporates instruction tuning designed in a question-and-answer style specifically for Korean, which refines its ability to respond to user queries effectively. Moreover, alignment tuning is implemented to ensure that its outputs are in harmony with human or advanced AI expectations. Solar Mini consistently outperforms competitors such as Llama 2, Mistral 7B, Ko-Alpaca, and KULLM across various benchmarks, proving that innovative architectural approaches can lead to remarkably efficient and powerful AI models. This achievement not only highlights the effectiveness of Solar Mini but also emphasizes the importance of continually evolving strategies in the AI field.

Media

Media

Integrations Supported

Upstage AI

Integrations Supported

Upstage AI
Hugging Face
Llama 2
Mistral 7B
Syn

API Availability

Has API

API Availability

Pricing Information

$0.1 per 1M tokens

Pricing Information

$0.1 per 1M tokens

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Standard Support
Web-Based Support

Customer Service / Support

Standard 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

Upstage AI

Date Founded

2020

Company Location

United States

Company Website

www.upstage.ai/blog/en/solar-pro-2-launch

Company Facts

Organization Name

Upstage AI

Date Founded

2020

Company Location

United States

Company Website

www.upstage.ai/blog/en/introducing-solar-mini-compact-yet-powerful

Categories and Features

AI Models

Not specified

Categories and Features

AI Models

Not specified

Small Language Models

Not specified

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