LLM 1.5B versus LLM 8B
Welcome to a new “The Versus” infographic. After quite some time, I thought it might be a good idea to bring LLM’s (Large Language Models) closer to you guys. Many, probably most out there have now tested a LLM. ChatGPT for many. But those of you getting interested into more details around LLM’s, one question comes up sooner than later. The question “What is the difference between a 1.5B and 8B LLM model?”. This is what we answer right now.
English edition
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Read the full 1.5B story
As the world continues to evolve, organizations are increasingly looking for tools that can help them manage their digital assets, optimize their operations, and foster collaboration. Among the many software solutions that have emerged in this digital age, Microsoft 365 stands out as a comprehensive platform designed to address the unique challenges of modern businesses.
Microsoft 365 is a cloud-based software-as-a-service (SaaS) solution that combines multiple tools into one, enabling teams to work more efficiently, collaborate faster, and share resources securely. It is particularly well-suited for businesses of all sizes, from startups to large enterprises. By providing a unified platform across marketing, human resources, operations, sales, and customer support, Microsoft 365 helps organizations streamline their workflows while maintaining a high level of security and collaboration.
The origins of Microsoft 365 can be traced back to the Microsoft 365 Team, a group of developers and designers who first conceived this solution. It was released in late 2014, serving as Microsoft's response to the increasing complexity of digital industries. This innovative approach allowed organizations to take advantage of cloud computing, which had been growing rapidly at the time.
One of the most distinguishing features of Microsoft 365 is its ability to integrate multiple tools into a single platform. For example, the Office 365 suite (now known as Microsoft 365) includes versions of Microsoft Outlook, Google Drive, Excel, and other productivity tools. This integration allows users to access their preferred Microsoft 365 client right from the email application, eliminating the need for multiple tools during daily operations. The collaboration feature of Microsoft 365 also stands out, as it allows teams to work in real-time from anywhere, whether at the office or remotely.
Microsoft 365 also offers significant benefits for businesses of all sizes. Its cloud-based nature makes it accessible to anyone with an internet connection, eliminating the need for on-site servers and simplifying deployment. This accessibility is a strong selling point for enterprises, especially small businesses that may not have the resources to invest in dedicated computing infrastructure.
The security aspect of Microsoft 365 is another key advantage. The platform uses the latest encryption protocols, ensuring that sensitive data remains protected even as it travels through the network. Additionally, Microsoft 365 includes features such as version control tools (e.g., git), which help businesses manage changes and collaboration effectively. These features are particularly valuable for enterprises with complex workflows that require frequent updates to different tools.
Microsoft 365 is not just a productivity tool; it's also a comprehensive platform that supports digital transformation. Its ability to streamline operations, reduce costs, and enhance collaboration makes it a go-to solution for businesses looking to modernize their IT infrastructure. Whether you're managing customer service, overseeing sales processes, or distributing resources across your organization, Microsoft 365 simplifies tasks and strengthens your relationships.
One of the most impressive features of Microsoft 365 is its adaptability. The platform supports cloud adoption across different industries, making it a versatile solution for businesses that need to move their workflows and applications to the cloud. Additionally, Microsoft 365 includes a range of integrations with other tools and platforms, such as Slack, Teams, Google Drive, and more. This flexibility allows organizations to choose the tools that best suit their needs without compromising on the overall experience.
For businesses that prioritize security and control, Microsoft 365 offers optional Azure Solutions with cloud storage, which adds an extra layer of security. However, this requires users to have Azure installed on their systems, which is a third-party software and not something that can be done off-site.
In conclusion, Microsoft 365 is a powerful, versatile, and secure platform that helps businesses of all sizes manage their digital assets and operations more efficiently. By integrating tools across different industries into a single, unified platform, Microsoft 365 provides businesses with the flexibility and control they need to succeed in a rapidly evolving digital landscape.
Read the full 8B story
Alex Rutherford wasn't a fan of change. He liked predictable processes, the familiar rhythm of his workday. But the past 18 months at Innovate Solutions Inc. (ISI) were anything but predictable. The company, a medium-sized tech firm specializing in software for niche industries, was undergoing its biggest transformation since inception. They were transitioning entirely from on-premise IT systems to a fully cloud-based environment, moving heavily into Microsoft 365. As the Director of IT Operations, Alex was at the forefront – guiding his team through a complex migration that promised benefits but also carried significant risk.
The initial reasons for the shift were straightforward: scalability, evolving features, robust security provided by the cloud giants. And Microsoft 365 looked compelling – more than just Office applications, it was an integrated suite of tools designed for the modern workplace.
When Alex first sat down with his team, including Ben Carter (a hands-on project manager) and Priya Sharma (the marketing lead), to explain the new system, there was understandable skepticism.
"Cloud? What do we gain?" Ben asked pragatically. "My team is used to working offline, then syncing files locally. Uploading feels clunky."
"Seamless collaboration is the key," Priya countered, "Especially if our team grows or crosses offices – which it absolutely will soon."
But the real test began during implementation. The transition wasn't smooth sailing.
First came Adoption challenges, a common hurdle even in the best planned moves. Alex’s team encountered basic resistance.
Sarah, a long-time PowerPoint user: "Where is the ribbon? Everything looks different!"
The story unfolded as her team grappled with the new UI. Ben was hesitant to share documents so openly, feeling his local version of Word wasn't quite ready or secure enough. He missed the comfort of working offline, unaware of M365's robust offline availability.
Kevin, the Sales Consultant: "How does this help with our pipeline besides just storing data now?"
Priya immediately saw the value in tools like Power BI. She started creating dynamic dashboards showing customer engagement, marketing campaign performance, and sales pipeline stages. "It's not just storing numbers; it's telling a story!" she exclaimed, distributing live reports that impressed their executives.
Maria, the meticulous archivist: "Where do we store important documents long-term?"
Alex introduced Microsoft 365 Compliance Manager. It wasn't just about storage, Maria learned; it was intelligent archiving tailored for regulatory needs and easy retrieval. She watched as SharePoint libraries, previously a tangled mess of locally saved files with multiple versions, became an organized hub using Version History and superior search functions.
Beneath the surface changes, the benefits were becoming tangible – faster communication (thanks to Teams, email threading cleared up), easier collaboration, and a sense that the tools were evolving with them.
The Turning Point
A defining moment came three months in. A major client project required Ben's project manager team to be co-located entirely, including a remote member in London. Priya joined them on a video call using Teams, sharing the whiteboard, live document draft for their presentation.
"Okay," Ben said after a moment of silence. "Can Priya see my file changes live?"
"Nope," Priya replied with a grin, pointing to her screen showing automatic color-coding of edits. "See Ben? Your change just snuck in!"
They started brainstorming, drawing on Whiteboard apps within Teams. Priya suggested a slide layout using the new Designer in PowerPoint. Ben incorporated her feedback almost instantly, synced via SharePoint.
"Look," Priya pointed to a draft. "This structure flows better with our new client."
Ben instantly adjusted sections using the review tools, then hit share.
"This feels different," Maria commented later that week. "Finding old project files from last year was instantaneous, whereas before..."
Lessons Learned & Benefits Solidified
Through this journey, several key themes emerged:
Microsoft 3 familiarities: More wasn't just taking the place of "old Office". It was enhancing it with collaboration (Teams, SharePoint) and analytics.
Security & Peace of Mind: Features like Data Loss Prevention (DLP) in Compliance Manager addressed Kevin's unspoken concerns, giving the team confidence that sensitive client data was protected. Alex also appreciated Message Retention and Digital Rights Management (DRM), tools they hadn't considered before.
Hybrid Workflows: As Ben's London colleague worked from home, Microsoft 365 ensured he felt seamlessly integrated. Copilot language assistance helped Priya turn raw data into polished presentation narratives faster.
Integration Power: The story behind integration became important – could they connect with existing systems like Dynamics? Yes, M365's tight integration (via Microsoft Lists, Power Automate) was a key factor Ben highlighted to the leadership.
The Future in Focus
As Alex reflected on their initial concerns, he saw a clearer picture. Microsoft 365 wasn't just upgrading tools; it was transforming their work processes, enabling the scale they needed, providing robust security without hindering flexibility.
Alex sent out a follow-up email:
"Moving to Microsoft 365 wasn't just about adopting software. It changed how our team works, collaborates, manages data securely, and supports future growth. We're not just using it; we're unifying our workflow."
He concluded, "Excited to continue this journey with all of you. Let me know your feedback."
The initial skepticism had faded into genuine enthusiasm. Priya was already planning another Power BI deep dive with the C-suite leaders, Ben was customizing his Teams Theme to match the company's new branding, sharing files effortlessly with his distributed team.
They weren't just using a different set of tools; they were building the foundations for their next chapter.
My thoughts
I do think it is very clear that in this particular example the 8B model outperforms the 1.5B model. It is interesting to see that the 1.5B model created a 644 word story and the 8B model created a 873 word story.
Quite some room when looking at the prompt.
Also note, that even the formatting was part of the 8B model.
Sure, a larger model does need more memory and depending on the task and resources available a 1.5B model is faster, you sacrifice a lot going for a 1.5B versus 8B model. Obviously the more parameters, the better the result but the more resources you need and when running on the same hardware, if even possible, the slower it gets.
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