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.
Fullstack 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
GPT-4
A set of OpenAI models that can solve complex problems with high accuracy, thanks to its advanced reasoning capabilities and broader general knowledge.
LLaMA
PaLM 2
Claude
GPT-3
A set of OpenAI models capable of performing natural language processing tasks such as text generation, summarization, translation and question answering.
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Davinci
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Curie
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Babbage
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Ada
GPT-3.5
A set of OpenAI models, including the highly capable and cost-effective Gpt-3.5-turbo, that improve on GPT-3 and can generate text or code.
DALL.E
DALL·E by OpenAI generates realistic images and artwork based on text prompts. It can produce images of a specified size, modify pre-existing images and generate variations of user-provided images.
Whisper
Whisper is a general-purpose speech recognition OpenAI model that can perform language identification, speech translation and multilingual speech recognition.
Embeddings
OpenAI's Embeddings are numerical representations of linguistic units like words and phrases that capture the semantic meaning and relationships between them.
Moderation
Moderation models are machine learning OpenAI models designed to assist in content moderation tasks, such as identifying and removing inappropriate or harmful content from online platforms.
Stable Diffusion
Bard
Google's Bard, powered by LaMDA, is a text-to-text generative AI chatbot designed to generate human-like responses to natural language prompts, making it capable of engaging in conversations with humans.
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
Generative AI Application
LLM-powered App for Compliance and Security Access
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.
MakeMyTale
The AI-Powered Story Creation Platform
MakeMyTale is a cutting-edge story creation and sharing platform that leverages advanced AI technology to deliver a truly personalized experience. Its user-friendly interface empowers users to shape the theme and characters of their story with ease. The platform's AI-powered audio and video creation capabilities bring stories to life by generating captivating audio and visual versions. Additionally, the option for co-authoring enables seamless sharing with a global audience.
AI-powered solution
LLM App for Wine Recommendation
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?
Domain-specific LLM development refers to creating a customized large language model tailored to a company’s specific needs and requirements. It allows full control over the model’s training, architecture, and implementation, ensuring a more optimized performance for unique use cases.
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
How AI-driven development is reshaping the tech landscape
AI-driven development seamlessly integrates artificial intelligence, particularly through machine learning algorithms and natural language processing, to comprehend, assist, and even generate code, thereby streamlining a developer’s tasks and fostering the creation of superior-quality software.
AI in market research: Charting a course from raw data to strategic excellence
AI in market research involves integrating Machine Learning (ML) algorithms into traditional methods, such as interviews, discussions, and surveys, to enhance the research process.
Compliance 2.0: Strategic implementation of AI for regulatory compliance
As regulations undergo continuous changes and entities are obligated to stay abreast of these updates, the significance of incorporating AI for regulatory compliance becomes more pronounced than ever before.