Large Language Model Development Company
At LeewayHertz, we offer a comprehensive suite of LLM development services tailored to meet your industry-specific needs. Our expertise encompasses both the creation of LLMs from scratch and the fine-tuning of pre-trained models to align seamlessly with your domain requirements. Whether starting from the ground up or optimizing existing models, our AI experts ensure a customized solution that enhances accuracy, efficiency, and productivity, ultimately improving your workflows and driving operational excellence.
AI Developers
Software Products Delivered
AI Solutions
Total Years of Experience
Our Large Language Model Development Services
Consulting and Strategy Building
Our LLM development approach begins with a comprehensive understanding of your unique needs, industry requirements, and specific use cases. Leveraging our deep expertise in NLP and ML, we collaborate closely with you to define a tailored strategy for developing a private LLM that aligns seamlessly with your business objectives.
Large Language Model (LLM) Development
We build LLMs from scratch to ensure enterprises gain a competitive edge through improved insights and optimized workflows. We start with an initial consultation, followed by precise data preparation. The model is then trained with your data, ensuring seamless alignment with your specific business needs.
LLM Fine-tuning
We fine-tune large language models like GPT, Llama, or PaLM, tailoring them for diverse business-specific use cases across industries like manufacturing, legal and finance. Our fine-tuned LLMs deliver unparalleled performance, delivering precise and contextually relevant outputs for enhanced decision-making.
LLM-powered Solution Development
We build robust AI solutions that leverage the power of Large Language Models like GPT to transform the way you operate, communicate, and innovate. Our range of solutions spans chatbots, virtual assistants, sentiment analysis tools, and speech recognition systems tailored to clients’ business use cases.
LLM Model Integration
Our developers excel in seamlessly integrating large language models into diverse enterprise systems, from customer service platforms to content management systems. Acknowledging the risks associated with downtime, we prioritize a well-planned integration process, causing no disruptions to your operations.
Support and Maintenance
We offer support and maintenance services to ensure your LLMs and LLM-based solutions smoothly function over time. From continuously monitoring model functionality, adapting models to evolving data/use cases, implementing bug fixes, and ensuring timely software updates— We take care of everything.
Unlock Strategic Growth for Your Business With Our AI Know-how
Natural Language Processing (NLP)
Leveraging NLP tools and frameworks like NLTK, spaCy, and TensorFlow, our developers develop tailor-made NLP models with advanced NLU and NLG capabilities. These models effectively analyze, interpret, and generate human language to meet diverse application needs.
Machine Learning
Leveraging our expertise in ML development kits like scikit-learn, Keras, and PyTorch, we adeptly build ML-powered solutions. These solutions integrated with ML models trained through advanced techniques, including supervised, unsupervised, and reinforcement learning, ensure efficient and effective outcomes.
Transfer Learning
We create custom LLMs for businesses, utilizing advanced transfer learning techniques. The approach begins with fine-tuning a pre-trained LLM, like GPT, Llama, PaLM, LaMDA, and BLOOM, to develop a custom model tailored to your domain-specific language-related tasks.
In-context Learning
We employ developer tools like PyText, FastText, and Flair to train and regularly update language models with fresh data, ensuring continuous adaptation to new contexts, domains, and users. This ongoing refinement enhances the models’ performance over time.
Few-shot Learning
We use diverse tools and techniques, including Meta-Transfer Learning, Meta-Learning Toolkit, and Reptile, to quickly adapt LLM models to new tasks with minimal data. This approach enables models to generalize effectively from a few examples, proving invaluable in real-world applications with limited or costly labeled data.
Sentiment Analysis
We leverage tools like VADER and NLTK to preprocess and analyze text data, preparing it for LLM training. Subsequently, we apply machine learning techniques such as Naive Bayes to construct robust AI systems tailored for sentiment analysis grounded in the trained LLM.
AI Models We Have Expertise In
Our Large Language Model Development Stack
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
As Mentioned in
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 is Large Language Model (LLM) development, and how can it benefit my business?
As a Large Language Model development company, what services do you offer?
We offer a range of services, including LLM-based consulting and strategy formulation, custom solutions development, LLM model-powered app development, fine-tuning of LLMs, LLM model integration, support and maintenance services, and more. Our team of experts has the experience and expertise to help you harness the power of large language models for your business or research needs.
What industries do you cover?
What types of LLMs do you work with?
We have expertise working with diverse LLMs, including GPT-3, BERT, Llama, PaLM, Vicuna, RoBERTa and T5. Our team of experts can help you select the best model for your specific needs and fine-tune it to achieve the highest levels of accuracy and fluency. After fine-tuning, we develop a custom solution that meets your business needs, merge it with the fine-tuned model and integrate it into your enterprise setting.
How do you ensure the quality of your models and solutions?
We follow an end-to-end development process that includes testing, validation, and ongoing support and maintenance. As an LLM development company, our team of experts is dedicated to delivering high-quality, reliable solutions that don’t just meet the needs of our clients but exceed them.
How does LeewayHertz ensure the LLMs they build perform optimally over time?
As an LLM development company, we provide ongoing support, including updates and maintenance, to ensure your large language models remain optimized and adapted to evolving requirements and advancements in the field.
How do I get started?
What support and maintenance services does LeewayHertz provide for LLMs?
We provide comprehensive support and maintenance services for Large Language Models (LLMs) to ensure smooth, ongoing functionality and scaled performance. These services include continuous monitoring of model functionality, adaptations to evolving data or use cases, implementing necessary bug fixes and providing timely software updates. Our support services are designed to minimize disruptions and maintain peak performance, maximizing the value derived from LLM technologies.
Insights
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.
How to use LLMs for creating a content-based recommendation system for entertainment platforms?
Content-based recommendation systems leverage the intrinsic features of items (such as movies, songs, or books) to make personalized suggestions.
Financial fraud detection using machine learning models
As we navigate the complexities of financial fraud, the role of machine learning emerges not just as a tool but as a transformative force, reshaping the landscape of fraud detection and prevention.
