Large Language Model Development
We specialize in custom Large Language Model development, including building private models and fine-tuning existing ones. Use Sphere experience to enhance your business processes, increase automation, and improve operational efficiency.
Supercharge Your Business with LLMs
By 2024, nearly 67% of organizations are leveraging AI-powered language models to enhance operations. These models offer significant benefits:
Boost Revenue
Tap into new markets and enhance sales with predictive analytics and customer insights powered by LLMs.
Cut Costs
Automate tasks and reduce operational costs by up to 30%, allowing your team to focus on strategic priorities.
Discover Growth Paths
Uncover hidden opportunities and drive strategic growth with data-driven insights.
Strengthen Your Tech Core
Stay ahead of the competition by integrating cutting-edge AI technologies with LLMs.
What We Do For You
Consulting and Strategy Building
Our journey begins with a deep understanding of your business objectives and specific use cases. Leveraging our expertise in Natural Language Processing and Machine Learning, we work with you to define a tailored strategy for developing a private LLM that aligns seamlessly with your needs. We build in-house or on-premises LLMs that use only your company’s data and never share it externally.
LLM Development
Build your LLM from the ground up using your private data, giving you full control over security, customization, and model behavior. Our process includes an initial consultation, precise data preparation, and rigorous training using your data, ensuring that the model is finely tuned to meet your business requirements.
Fine-tuning and Customization
We offer advanced fine-tuning services for pre-trained LLMs such as GPT, Llama, PaLM, BERT, LaMDA, and BLOOM. Our fine-tuning process optimizes these models for specific industries and use cases. By customizing model parameters and architecture, we ensure that the LLM delivers precise, contextually relevant outputs, enhancing decision-making and operational efficiency.
LLM-Powered Solution Development
Our team develops robust AI solutions powered by LLMs, transforming the way businesses operate, communicate, and innovate. We create a wide range of applications, from chatbots and virtual assistants to sentiment analysis tools and speech recognition systems, all tailored to fit your unique business needs.
LLM Model Integration
Seamlessly integrating LLMs into your existing systems is our specialty. Whether it's customer service platforms, content management systems, or other enterprise tools, our developers ensure smooth integration with minimal disruption. We prioritize a well-planned integration process to maintain operational continuity and optimize system performance.
Support and Maintenance
We offer end-to-end support and maintenance, covering continuous monitoring, performance optimization, bug resolution, and timely updates. Backed by our robust MLOps platform, you gain full visibility into your models, along with automated retraining and seamless deployment to ensure long-term reliability and peak performance.
Consulting and Strategy Building
Our journey begins with a deep understanding of your business objectives and specific use cases. Leveraging our expertise in Natural Language Processing and Machine Learning, we work with you to define a tailored strategy for developing a private LLM that aligns seamlessly with your needs. We build in-house or on-premises LLMs that use only your company’s data and never share it externally.
LLM Development
Build your LLM from the ground up using your private data, giving you full control over security, customization, and model behavior. Our process includes an initial consultation, precise data preparation, and rigorous training using your data, ensuring that the model is finely tuned to meet your business requirements.
Fine-tuning and Customization
We offer advanced fine-tuning services for pre-trained LLMs such as GPT, Llama, PaLM, BERT, LaMDA, and BLOOM. Our fine-tuning process optimizes these models for specific industries and use cases. By customizing model parameters and architecture, we ensure that the LLM delivers precise, contextually relevant outputs, enhancing decision-making and operational efficiency.
LLM-Powered Solution Development
Our team develops robust AI solutions powered by LLMs, transforming the way businesses operate, communicate, and innovate. We create a wide range of applications, from chatbots and virtual assistants to sentiment analysis tools and speech recognition systems, all tailored to fit your unique business needs.
LLM Model Integration
Seamlessly integrating LLMs into your existing systems is our specialty. Whether it's customer service platforms, content management systems, or other enterprise tools, our developers ensure smooth integration with minimal disruption. We prioritize a well-planned integration process to maintain operational continuity and optimize system performance.
Support and Maintenance
We offer end-to-end support and maintenance, covering continuous monitoring, performance optimization, bug resolution, and timely updates. Backed by our robust MLOps platform, you gain full visibility into your models, along with automated retraining and seamless deployment to ensure long-term reliability and peak performance.
Our Technical Expertise
Natural Language Processing
Our developers utilize advanced NLP frameworks such as NLTK, spaCy, and TensorFlow to create custom models with powerful Natural Language Understanding and Natural Language Generation capabilities. These models are designed to analyze, interpret, and generate human language, catering to diverse application needs.
Machine Learning
We leverage leading ML development kits, including scikit-learn, Keras, and PyTorch, to build sophisticated ML-powered solutions. Sphere expertise spans various learning algorithms, such as supervised, unsupervised, and reinforcement learning, enabling us to tackle complex challenges and deliver effective outcomes.
Transfer Learning and In-Context Learning
Our team excels in applying advanced transfer learning techniques, starting with fine-tuning pre-trained LLMs to develop custom models for domain-specific tasks. We also employ in-context learning, using tools like PyText, FastText, and Flair to train and update models with fresh data, ensuring continuous adaptation to new contexts and domains.
Few-shot Learning
In scenarios where labeled data is scarce, our developers use techniques like Meta-Transfer Learning, Meta-Learning Toolkit, and Reptile to enable models to generalize effectively from a limited number of examples. This approach is particularly valuable in real-world applications with limited or costly labeled data.
Sentiment Analysis
We build powerful sentiment analysis systems by preprocessing and analyzing text data using tools like VADER and NLTK. By applying machine learning techniques such as Naive Bayes, we create AI systems capable of accurately interpreting and categorizing sentiment in text, helping businesses gain valuable insights.
Security and Privacy
We design all models with enterprise-grade security in mind, following standards like ISO/IEC 27001, SOC 2, GDPR, and HIPAA. Our private LLMs are trained exclusively on your internal data, with no external sharing. Whether on-prem or in the cloud, you retain full control over your data and model performance.
LLM Use Cases for Everyone
From defining the purpose of your app to integrating LLM models, we manage the entire development process. Our goal is to create applications that not only function smoothly but also enhance user interactions, offering features that align with your business vision.
Customer Support Chatbots
Automated Code Generation
Virtual Assistants
Document Summarization
Content Creation and Rewriting
Legal Document Analysis
Personalized Marketing
Recommendation Systems
Fraud Detection
Knowledge Management
Models We Specialize In
Our expertise spans domain-specific LLMs, RAG, custom chat agents, and automation pipelines tailored to enterprise use cases.
GPT
Liama-3
PaLM-2
DALL-E 2
Whisper
Claude
Stable Difusion
Phi-2
Google Gemini
Vicuna
Mistral
bloom-560m
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What Our Clients Say
About UsWhat Our Clients Say About Us
Lee Ebreo
VP of Engineering at Credit Ninja
These things would not have been achievable if we did not build our own in-house system and if we did not partner with Sphere to help us achieve our goals.
Selah Ben-Haim
VP of Engineering at Prominence Advisors
Our experience with Sphere and their team has been and continues to be fantastic. We keep throwing new projects at them, and they keep knocking them out of the park (including the rescue of a project that was previously bungled by another vendor).
Ben Crawford
Senior Product Manager at Enova Financial
I would expect to be delighted. It's been a really positive experience, working with Sphere, and I would expect you to have the same.
Mark Friedgan
CEO at CreditNinja
Sphere consistently prioritizes the needs of their clients, demonstrating both agility and teamwork. As an offshore team, they have been an integral part of our organization and we plan to continue growing with them.
René Pfitzner
Co-Founder at Experify
Sphere provided excellent full-stack development manpower to augment our team and help push our product forward. They are easy to work with, tech-savvy and proactive.
Bruce Burdick
Chief Information Officer at Integra Credit
We've been working with Sphere and its excellent consultants since our founding. I've found that they are true partners in the success of our business.
Jemal Swoboda
CEO at Dabble
The resources and developers that Sphere Software provides are skilled and have the required technical expertise, but more importantly, they have helped us build a culture of excellence within our team.
Arthur Tretyak
Founder and CEO at IntegraCredit
With Sphere, we were able to migrate in half the time it would take to train an additional FTE… and for a fraction of the cost. Our experience with Sphere has been exceptional.
Lee Ebreo
VP of Engineering at Credit Ninja
These things would not have been achievable if we did not build our own in-house system and if we did not partner with Sphere to help us achieve our goals.
Selah Ben-Haim
VP of Engineering at Prominence Advisors
Our experience with Sphere and their team has been and continues to be fantastic. We keep throwing new projects at them, and they keep knocking them out of the park (including the rescue of a project that was previously bungled by another vendor).
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We'd love to hear from you!
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Large Language Model (LLM) Development at Sphere
Sphere provides a comprehensive range of LLM development services, including:
- Consulting and Strategy Building: Tailoring AI strategies to meet your business objectives.
- LLM Development: Building custom LLMs from scratch.
- Fine-tuning and Customization: Optimizing pre-trained models like GPT, BERT, and more for specific industry needs.
- LLM-Powered Solution Development: Creating AI applications tailored to your business.
- LLM Model Integration: Seamlessly integrating LLMs into your existing systems.
Support and Maintenance: Ongoing support to ensure optimal LLM performance.
LLMs can be applied in various use cases, including:
- Customer Support Chatbots
- Automated Code Generation
- Virtual Assistants
- Document Summarization
- Content Creation and Rewriting
- Legal Document Analysis
- Personalized Marketing
- Recommendation Systems
- Fraud Detection
- Knowledge Management
Power Your Business with
Custom LLMs
Talk to our experts about building, fine-tuning, and integrating Large Language Models tailored to your business.