Upstage AI: Redefining AI Accessibility with Solar Pro and Ollama

The field of AI has seen rapid advancements, with large language models (LLMs) playing a transformative role in industries such as finance, healthcare, and education. But the challenge remains: how can businesses implement these sophisticated AI systems without access to high-end, multi-GPU infrastructure? That’s where Upstage, a pioneering AI company, is breaking ground with its Solar Pro LLM.

The Rise of Upstage: From Academia to AI Leadership

Founded in 2020, Upstage emerged from the collaboration of leading AI experts, including CEO Sung Kim, formerly head of Naver’s Clova AI and a professor at Hong Kong University of Science and Technology. Joined by CTO Stan Lee and CSO Lucy Park, Upstage was built with the goal of making AI more accessible and beneficial to businesses of all sizes.

Sung Kim's journey is a testament to the practical application of AI in business. His experience at Naver, where he expanded Clova AI from a small team to a 150-member unit, laid the foundation for Upstage. Together, this leadership team has built a company that bridges the gap between academic AI research and real-world applications

One of the major catalysts for the creation of Upstage was the realization that, while many companies have vast amounts of data, they often lack the experience and resources to apply AI effectively. Upstage set out to solve this problem by providing AI solutions that are not only powerful but also easy to implement. Their mission is to help companies rise “Up” to the AI stage, accelerating AI transformation across industries

Solar Pro: Cutting-Edge AI on a Single GPU

At the forefront of Upstage's product lineup is Solar Pro, a high-performance LLM designed to run efficiently on a single GPU. This makes Solar Pro a game-changer for businesses that want to integrate AI without investing in expensive, multi-GPU systems. Using Upstage's innovative Depth-Up Scaling (DUS) technique, Solar Pro provides the same level of performance as much larger models, offering a cost-effective solution without sacrificing quality

Solar Pro is available for both commercial and public use, making it accessible to developers and enterprises alike. It has already gained recognition for its impressive capabilities and versatility, being utilized in areas like document recognition and semantic search

Integrating Solar Pro with Ollama: A Step-by-Step Guide

One of the reasons Solar Pro has gained traction is its seamless integration with the Ollama platform, which allows users to install and run the model locally. Here’s how you can get started:

• Download and Install Ollama:

• Install Solar Pro:

Once Ollama is installed, open your terminal and pull the Solar Pro model using the command:

ollama pull solar        

• Run Solar Pro:

After the download completes, you can run Solar Pro with the command:

ollama run solar        

This setup allows you to interact with Solar Pro directly on your local machine, leveraging its LLM capabilities without relying on cloud-based solutions

You can list the models installed using:

ollama list        

Python Example:

!pip install ollama         

import ollama
response = ollama.chat(model='solar', messages=[
  {
    'role': 'user',
    'content': 'Why is the sky blue?',
  },
])
print(response['message']['content'])        

 The sky appears blue due to a phenomenon called Rayleigh scattering. When sunlight reaches the Earth's atmosphere, it interacts with gas molecules and airborne particles (like water droplets or dust). The shorter, blue wavelengths of light are scattered more than longer red and orange wavelengths by these particles. This scattering occurs in all directions, causing the daytime sky to appear blue. At sunrise and sunset, the path that the sunlight takes through the atmosphere is much longer, which further enhances this scattering effect, giving us the orange or red colors we often see during those times of the day.        

Ollama with LangChain:

!pip install langchain-community        

from langchain_community.llms import Ollama

llm = Ollama(model='solar')        

llm.invoke('tell me a joke?')        

Upstage's Vision: Making AI Accessible

Beyond technical innovation, Upstage’s mission is to democratize AI and make it easier for companies of all sizes to integrate powerful AI solutions into their operations. With products like the Upstage AI Pack, a no-code AI solution, they are helping businesses across sectors like finance, education, and IT embrace AI without needing extensive technical expertise

Additionally, Upstage’s Document AI system is already making strides in industries where document processing and recognition are crucial. For instance, the system has been successfully deployed in organizations such as LG Uplus and Kookmin Bank, highlighting the versatility and effectiveness of Upstage’s offerings

Upstage’s commitment to creating a world where “AI benefits everyone” is underscored by its educational initiatives aimed at nurturing future AI talent. Through collaborations with various companies and institutions, Upstage is building an inclusive AI ecosystem where anyone can engage with and benefit from cutting-edge AI technologies

Future Prospects and Funding Success

With a clear vision and innovative products, Upstage has attracted significant investment, raising over $100 million in cumulative funding through Series A and B rounds. This funding has positioned Upstage as the most well-funded AI software company in South Korea, empowering them to continue developing AI solutions that meet the needs of a global market

In 2024, Upstage plans to expand its reach with new offices in San Jose, California, further advancing its mission to bring AI solutions to a broader international audience

Conclusion

As AI continues to reshape industries, companies like Upstage are leading the way by making advanced AI technologies more accessible and cost-efficient. Solar Pro, powered by Ollama, represents a critical leap forward, enabling businesses to integrate AI models locally without the need for heavy infrastructure. With its deep expertise and visionary leadership, Upstage is set to continue playing a pivotal role in the future of AI, ensuring that its benefits are felt by businesses and individuals around the world.

Explore Solar Pro and Upstage’s solutions to take your AI capabilities to the next level. Visit Upstage and Ollama for more details.

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