LLM
Development
Custom Domain-specific LLM Development Company
Our AI experts excel in ML and NLP, specializing in crafting domain-specific Large Language Models (LLMs) fine-tuned with your proprietary data. This custom approach ensures these private LLMs grasp industry nuances, delivering precise, contextually relevant, and insightful responses to domain-specific queries.
100+
Products Delivered
12+
Experience
49+
AI Solutions
90+
Fullstack Developers
Our Services
Consulting and Strategy Development
Our consulting commences with a comprehensive analysis of your business workflows, pinpointing opportunities for Language Model (LLM)-driven efficiency. We then devise a tailored implementation strategy, encompassing data security, compliance, and scalability. With our domain-specific LLMs, your business gains the power to streamline processes, elevate productivity, and enrich customer experiences.
Data Engineering
We excel in collecting, refining, and annotating raw data for optimal usability and insights. Dealing with extensive unstructured datasets from various sources, we efficiently organize and standardize them to facilitate smooth LLM fine-tuning. Our unwavering commitment to data quality and consistency ensures your large language models generate reliable, actionable results, making your AI initiatives genuinely transformative.
Domain-specific LLM Development
Our expertise lies in crafting domain-specific private LLMs, finely tuned to generate contextually relevant responses in your specific industry. Whether in healthcare, finance, or retail, our service covers data preparation, model fine-tuning, and ongoing optimization, providing a powerful tool for content generation, automation, and more.
Domain-specific LLM-powered Solution Development
We collaborate closely with our clients to grasp their distinctive challenges and goals, harnessing LLM capabilities to provide tailored solutions. Whether it's natural language understanding, content generation, data analysis, or automation, our domain-specific LLM-powered solutions empower businesses to revolutionize operations, streamline processes, and gain a competitive edge in their respective industries.
Integration Into Business Workflows
Our integration service effortlessly embeds domain-specific LLM-powered solutions into your current systems and workflows, whether it's a customer service platform or a content management system. This enables you to harness AI's potential to enhance decision-making, automate tasks, and foster innovation, all seamlessly within your existing framework. This, in turn, boosts productivity and efficiency organization-wide.
Support and Maintenance
Rely on our post-deployment support and maintenance to guarantee the enduring success of your domain-specific LLM-powered solutions. This encompasses ongoing model monitoring, adaptation to changing data and use cases, as well as thorough troubleshooting, bug fixes, and timely updates. Furthermore, we provide proactive performance optimization to ensure your solutions consistently perform at their best and deliver ongoing value.
Our Areas of Expertise
Natural Language Processing (NLP)
Our developers use NLP tools like NLTK, spaCy, and TensorFlow to create custom NLP models with NLU and NLG capabilities for language analysis and generation.
Few-shot Learning
Our developers utilize Meta-Transfer Learning, Meta-Learning Toolkit, and Reptile to craft custom LLM-based solutions that excel on new tasks or domains with minimal training data.
Sentiment Analysis
We harness developer resources like VADER and NLTK to preprocess and analyze text data. Employing ML techniques, including Naive Bayes, we construct LLM-based systems that excel in sentiment analysis.
Machine Learning
Our developers leverage expertise in scikit-learn, Keras, PyTorch, and other top ML development frameworks to deploy advanced ML solutions. These are trained using prominent techniques like supervised, unsupervised, and reinforcement learning.
Fine-Tuning
We handle data preparation, parameter fine-tuning, model architecture customization, and other essential steps to optimize pre-trained LLM models, such as OpenAI models, BERT, LaMDA, or BLOOM, for specific domain and language tasks.
In-Context Learning
We utilize developer resources like PyText, FastText, and Flair to train and update language models with fresh data, ensuring continuous adaptation to new contexts, domains, and users. This ongoing process enhances their performance over time.
AI Models We Have Expertise In
GPT-4
A suite of OpenAI models renowned for their exceptional problem-solving accuracy, leveraging advanced reasoning abilities and a vast repository of general knowledge.
LLaMA
LLaMA (Large Language Model Meta AI) serves as a fundamental large language model crafted to generate text, engage in conversations, summarize written content, tackle mathematical theorems, and make predictions about protein structures.
PaLM 2
Google's latest comprehensive language model excels at handling complex reasoning tasks, including code interpretation, mathematical problem-solving, categorization, query responses, and multilingual translation. This model underscores Google's dedication to responsible AI and represents a significant advancement beyond previous natural language generation capabilities.
Claude
Claude, developed by Anthropic, is a substantial language model (LLM) serving as a virtual assistant, designed for seamless integration into business workflows. Accessible through both a chat interface and Anthropic's developer console API, Claude excels in a wide spectrum of conversational and text-processing tasks.
GPT-3
A set of OpenAI models capable of performing natural language processing tasks such as text generation, summarization, translation and question answering.
Davinci, Curie, Babbage, Ada
GPT-3.5
OpenAI's lineup of models, which encompasses the highly proficient and cost-effective GPT-3.5-turbo, represents an advancement beyond GPT-3, with the ability to generate both text and code.
DALL.E
DALL·E, developed by OpenAI, is capable of generating lifelike images and artwork by interpreting text prompts. It can create images of designated dimensions, make alterations to existing images, and generate diverse variations based on user-supplied image inputs.
Whisper
Whisper, an OpenAI model for general-purpose speech recognition, offers versatile functionality including language identification, speech translation, and multilingual speech recognition.
Embeddings
OpenAI's Embeddings are numeric representations of linguistic elements such as words and phrases, designed to encapsulate their semantic meaning and interconnections.
Moderation
OpenAI's moderation models are machine learning models specifically engineered to aid in content moderation endeavors, encompassing tasks like the identification and removal of inappropriate or harmful content from online platforms.
Stable Diffusion
Stable Diffusion is a system that can create intricate images based on textual prompts and is versatile enough to perform tasks such as inpainting, outpainting, and guided image-to-image translations through textual input.
Bard
Bard, powered by Google's LaMDA technology, is a text-to-text generative AI chatbot. It's engineered to provide human-like responses to natural language prompts, enabling it to engage in human-like conversations.
Our Generative AI Technology Stack
AI Frameworks
Pytorch
Keras
TensorFlow
Cloud Platforms
AWS
Azure
CloudPlatform
Libraries
Docker
Kubernetes
Ansible
Clientele
Have an idea in Mind? Speak to us today.
What will happen next?
- We provide comprehensive services encompassing LLM-based consulting, domain-specific LLM development, LLM-powered solutions creation, integration into workflows, and ongoing support and maintenance. Our expert team is experienced in unleashing the potential of large language models to streamline operations and research for businesses.
- Our expertise spans diverse large language models, such as GPT-3, BERT, RoBERTa, and T5. Our experts will carefully select the ideal model for your requirements and fine-tune it for precise, domain-specific responses. We leverage the fine-tuned model to craft a customized solution tailored to your business needs, seamlessly integrating it into your enterprise environment.
- A private LLM is a custom-tailored model, fine-tuned with domain-specific data to align with a business's applications, terminology, and context. This results in more relevant and superior performance compared to generic models.
- A private LLM is tailored to your specific domain or use case, reducing reliance on major AI providers for cost efficiency. It offers improved data privacy and security and can be aligned with open-source technologies as needed.
Frequently Asked Questions
Large Language Models (LLMs) are advanced AI models renowned for their exceptional ability to comprehend and produce human language effectively. These models undergo extensive training using vast quantities of text data and can be further customized or fine-tuned to excel in specific tasks, including but not limited to language translation, text summarization, and sentiment analysis.
Our comprehensive array of services encompasses LLM-based consulting and strategic planning, domain-specific LLM development, crafting LLM-driven solutions, seamless integration into business workflows, and dedicated support & maintenance. Our team of seasoned experts possesses a wealth of experience in assisting businesses in unlocking the full potential of large language models to streamline their operations and research endeavors.
We specialize in crafting tailored solutions for diverse industries, such as healthcare, finance, e-commerce, and education, among others. Our custom solutions are meticulously designed to align with the precise requirements of our clients, aiming to enhance operational efficiency and elevate customer engagement.
Our team boasts proficiency in a variety of large language models, encompassing GPT-3, BERT, RoBERTa, and T5. Our experts are adept at discerning the optimal model for your unique requirements and finely tuning it to deliver exceptionally precise, domain-specific responses. Subsequently, we leverage the fine-tuned model to craft a customized solution meticulously tailored to your business needs, ensuring its seamless integration into your enterprise environment.
We adhere to a comprehensive end-to-end development process, which encompasses rigorous testing, thorough validation, and continuous support & maintenance. Our dedicated team of experts is unwavering in its commitment to provide high-quality, dependable private LLMs and solutions. We take pride in consistently exceeding the expectations of our valued clients.
Domain-specific LLM development involves the creation of a personalized large language model precisely tailored to meet a company's specific needs and demands. This approach grants full control over the model's training, architecture, and implementation, resulting in optimized performance specifically designed for unique use cases.
A dedicated LLM is meticulously crafted to suit your specific domain or use case, decreasing reliance on prominent AI providers and thereby enhancing cost efficiency. Furthermore, it bolsters data privacy and security measures, and if desired, can seamlessly integrate with open-source technologies for added flexibility.
A personalized LLM is an individualized model that undergoes fine-tuning using domain-specific datasets, tailoring it to match a business's applications, terminology, and context. This meticulous customization guarantees superior and more relevant performance when compared to general-purpose models.
Our robust security measures offer comprehensive access control and the flexibility to store your data on your own servers. This proactive approach significantly mitigates the risk of data breaches and unauthorized access, ensuring the utmost security of your sensitive data.