Custom Domain-specific LLM Development Company
Our AI experts, highly skilled in ML and NLP technologies and associated toolkits, specialize in building domain-specific Large Language Models (LLMs) fine-tuned with your company’s proprietary data. This tailored approach ensures that these private LLMs understand your industry’s nuances and can deliver precise, contextually relevant, and highly insightful responses to domain-specific queries.
AI Developers
Software Products Delivered
AI Solutions
Total Years of Experience
Our Services
Consulting and Strategy Development
Our consulting service begins with a thorough evaluation of your business workflows, identifying areas where Language Model (LLM)-powered solutions can optimize operations. We then create a custom implementation strategy, considering factors like data security, compliance, and scalability. Our domain-specific LLMs can empower your business to streamline processes, boost productivity and enhance customer experiences.
Data Engineering
We expertly collect, clean, and annotate raw data for usability and insight. We handle large unstructured datasets derived from diverse sources, ensuring they are efficiently organized and standardized to facilitate seamless LLM fine-tuning. Our team’s commitment to data quality and consistency guarantees that your large language models can produce reliable and actionable results, making your AI initiatives truly transformative.
Domain-specific LLM Development
We specialize in creating private LLMs, fine-tuned to understand and generate contextually relevant responses in your specific domain. Whether you are in healthcare, finance, or retail, we create LLMs that grasp your domain’s nuances and intricacies effectively. Our service encompasses data preparation, model fine-tuning and ongoing optimization, delivering a potent tool for content generation, automation etc.
Domain-specific LLM-powered Solution Development
We work closely with our clients to understand their unique challenges and objectives, leveraging the capabilities of LLMs to deliver custom solutions. From natural language understanding and content generation to data analysis and automation, our domain-specific LLM-powered solutions empower businesses to transform their operations, streamline processes, and gain a competitive edge in their respective fields.
Integration Into Business Workflows
Our integration service seamlessly incorporates domain-specific LLM-powered solutions into your existing systems and workflows, be it a customer service platform or a content management system. With our integration service, you can leverage the power of AI to optimize decision-making, automate tasks, and drive innovation, all within the familiar framework of your daily operations, enhancing productivity and efficiency across your organization.
Support and Maintenance
Count on us for post-deployment support and maintenance, ensuring the ongoing success of your domain-specific LLM-powered solutions. This includes continuous model monitoring, adaptation to evolving data and use cases, as well as comprehensive troubleshooting, bug fixes, and timely updates. Additionally, we offer proactive performance optimization to ensure your solutions consistently deliver peak performance and value.
Our Areas of Expertise
Natural Language Processing (NLP)
Few-shot Learning
Our developers leverage Meta-Transfer Learning, Meta-Learning Toolkit, and Reptile to build custom LLM-based solutions that can perform proficiently on new tasks or domains with minimal training data.
Sentiment Analysis
We utilize developer resources like VADER and NLTK to preprocess and analyze text data and apply ML techniques such as Naive Bayes to build LLM-based systems that can effectively perform sentiment analysis.
Machine Learning
Leveraging our expertise in scikit-learn, Keras, PyTorch, and other leading ML development frameworks, our developers deploy advanced ML-based solutions trained using prominent training techniques, such as supervised, unsupervised and reinforcement.
Fine-tuning
We prepare data, fine-tune model parameters, customize model architecture, and undertake other vital steps necessary for optimizing pre-trained LLM models, like OpenAI models, BERT, LaMDA, or BLOOM, for specific domains and language-related tasks.
In-context Learning
We use developer resources such as PyText, FastText, and Flair to train and update language models with new data, continuously allowing them to adapt to new contexts, domains, and users, improving their performance over time.
AI Models We Have Expertise In
Tech Stack Used for Development
AI Frameworks
Cloud Platforms
Integration and Deployment Tools
Programming Languages
Databases
Algorithms
Supervised/Unsupervised Learning
Clustering
Metric Learning
Fewshot Learning
Ensemble Learning
Online Learning
Neural Networks
CNN
RNN
Representation Learning
Manifold Learning
Variational Autoencoders
Bayesian Network
Autoregressive Networks
Long Short-term Memory (LSTM)
Our Artificial Intelligence Portfolio
LLM-powered Application for Safer Machinery Troubleshooting
LeewayHertz collaborated with a top-tier Fortune 500 manufacturing company to develop an innovative LLM-powered machinery troubleshooting application. This innovative solution streamlines machinery maintenance, elevates safety protocol adherence and mitigates operational risks of the firm. By seamlessly integrating static machinery data and dynamic safety policies, the application provides quick access to relevant information for troubleshooting issues while also enhancing safety with clear and detailed instructions on equipment handling.
Generative AI Application
LLM-powered App for Compliance and Security Access
Data Analysis
Geospatial Data Analysis
Generative AI Solution
GenAI-based Clinical Decision Support System
Big Brands Trust Us
Our Engagement Models
Dedicated Development Team
Our developers leverage cutting-edge cognitive technologies to deliver high-quality services and tailored solutions to our clients.
Team Extension
Our team extension model is designed to assist clients seeking to expand their teams with the precise expertise needed for their projects.
Project-based Model
Our project-oriented approach, supported by our team of software development specialists, is dedicated to fostering client collaboration and achieving specific project objectives.
Get Started Today
1. Contact Us
Fill out the contact form protected by NDA, book a calendar and schedule a Zoom Meeting with our experts.
2. Get a Consultation
Get on a call with our team to know the feasibility of your project idea.
3. Get a Cost Estimate
Based on the project requirements, we share a project proposal with budget and timeline estimates.
4. Project Kickoff
Once the project is signed, we bring together a team from a range of disciplines to kick start your project.
Start a conversation by filling the form
All information will be kept confidential.
FAQs
What are Large Language Models (LLMs)?
Large Language Models (LLMs) are AI models that can accurately understand and generate human language. They are trained on massive amounts of text data and can be fine-tuned for tasks such as language translation, text summarization, and sentiment analysis.
What services do you offer as a domain-specific Large Language Model development company?
We offer a range of services, including LLM-based consulting and strategy formulation, domain-specific LLM development, LLM-powered solutions development, integration into business workflows and support & maintenance. Our team of experts has the experience of helping businesses fully harness the power of large language models for streamlining their operations or research needs.
What industries do you serve?
We create solutions for various industries, including healthcare, finance, e-commerce, education, and more. Our custom solutions are tailored to meet the specific needs of our clients and are designed to streamline business processes and improve customer engagement.
Which types of large language models fall within your domain of expertise?
We have expertise working with diverse large language models, including GPT-3, BERT, RoBERTa and T5. Our team of experts will select the best model for your specific needs and fine-tune it for highly accurate and domain-specific responses. We then use the fine-tuned model to create a customized solution tailored to your business needs, followed by its seamless integration into your enterprise environment.
How do you ensure the quality of the domain-specific LLMs and solutions you develop?
We follow an end-to-end development process that includes testing, validation, and ongoing support & maintenance. Our dedicated team of experts is committed to delivering private LLMs and solutions of exceptional quality and reliability, consistently surpassing our clients’ expectations.
What is domain-specific LLM development?
Why should I choose a private LLM over a general-purpose model?
How is a private LLM customized to a business’s needs?
How do you ensure data privacy and security?
How do I get started?
Insights
AI in trade promotion optimization: Maximizing the impact of promotion decisions
In the fast-paced realm of trade promotion optimization, the integration of AI brings forth a plethora of substantial benefits.
Responsible AI: Bridging the gap between innovation and integrity
At its core, responsible AI intends to place individuals and their objectives at the forefront of AI system design, emphasizing values such as fairness, reliability, and transparency.
Large Multimodal Models: Transforming AI with cross-modal integration
Large multimodal models (LMMs) represent a significant advancement in artificial intelligence, enabling AI systems to process and comprehend multiple types of data modalities such as text, images, audio, and video.
