At Digital Engine, we provide a complete range of LLM (Large Language Model) development services tailored to your industry-specific requirements. Our expertise spans the development of LLMs from inception to fine-tuning pre-existing models to perfectly match your domain needs. Whether building from scratch or optimizing existing models, our team of AI experts delivers customized solutions to enhance accuracy, efficiency, and productivity. Our goal is to improve your workflows and drive operational excellence through tailored LLM solutions.
We Take Pride in Our Numbers!
8+
Years of Experience
30+
Countries serviced
700+
Projects completed
50+
Developers
Our Large Language Model Development Services
Consulting and Strategy Building
​
We start the development of your custom large language model (LLM) by thoroughly understanding your specific needs, industry demands, and use cases. Utilizing our extensive knowledge in natural language processing (NLP) and machine learning (ML), we work closely with you to craft a bespoke strategy that ensures your private LLM is perfectly aligned with your business goals.
LLM Fine-tuning
​
Our expertise lies in fine-tuning large language models such as GPT, Llama, and PaLM, customizing them for various industry-specific applications, including manufacturing, legal, and finance sectors. Our tailored LLMs provide exceptional performance, offering accurate and context-sensitive results that significantly improve decision-making processes.
LLM Model Integration
​
Our skilled developers specialize in the seamless integration of large language models into various enterprise systems, including customer service platforms and content management systems. Recognizing the critical nature of system uptime, we emphasize a meticulously planned integration process to ensure there are no interruptions to your business operations.
Large Language Model (LLM) Development
​
Our process of constructing large language models (LLMs) is designed to give businesses a competitive advantage by enhancing insights and streamlining workflows. It begins with a detailed initial consultation to understand your needs, followed by meticulous data preparation. We then train the model using your unique data, guaranteeing a perfect fit with your business requirements.
LLM-powered Solution Development
​
Our company specializes in creating robust AI solutions that utilize advanced Large Language Models (LLMs) such as GPT, revolutionizing your operational, communication, and innovation strategies. We offer a variety of solutions, including chatbots, virtual assistants, sentiment analysis tools, and speech recognition systems, all customized to meet the specific business needs of our clients.
Support and Maintenance
​
Our services include comprehensive support and maintenance to guarantee the long-term smooth operation of your Large Language Models (LLMs) and LLM-based solutions. We provide continuous monitoring of model functionality, adapt models to new data and use cases, execute bug fixes, and manage timely software updates. Our team ensures that everything is taken care of, so your systems remain optimal.
Technologies We Have Expertise In
Machine Learning ​
​
Utilizing our proficiency in machine learning development tools such as scikit-learn, Keras, and PyTorch, we skillfully create solutions powered by ML. These solutions, which are enhanced with machine learning models trained using sophisticated methods like supervised, unsupervised, and reinforcement learning, deliver efficient and impactful results.
Transfer Learning
​
We specialize in developing bespoke large language models (LLMs) for businesses, employing cutting-edge transfer learning methods. Our process involves refining an existing LLM, such as GPT, Llama, PaLM, LaMDA, or BLOOM, to craft a model that is precisely adjusted to the language-specific requirements of your industry.
Few-shot Learning
​
Our approach incorporates a variety of tools and methodologies, such as Meta-Transfer Learning, Meta-Learning Toolkit, and Reptile, to efficiently tailor large language models (LLMs) to new tasks using only a small amount of data. This strategy allows the models to effectively generalize from limited examples, making them extremely useful in practical scenarios where labeled data is scarce or expensive to obtain.
Natural Language Processing
​
Using NLP technologies such as NLTK, spaCy, and TensorFlow, our team crafts custom NLP models endowed with sophisticated natural language understanding (NLU) and natural language generation (NLG) features. These models are adept at analyzing, interpreting, and producing human language, catering to a wide range of application requirements.
In-context Learning
​
Our team uses development tools such as PyText, FastText, and Flair to continuously train and update our language models with the latest data, allowing for constant adaptation to new contexts, domains, and user needs. This process of perpetual enhancement progressively improves the models' performance.
Sentiment Analysis
​
We utilize text processing and analysis tools such as VADER and NLTK to prepare text data for large language model (LLM) training. Following this, we employ machine learning methods like Naive Bayes to develop strong AI systems, specifically designed for sentiment analysis, based on the trained LLM.
AI Models We Have Expertise In
GPT-4
​
A collection of OpenAI models that, because of their enhanced general knowledge and sophisticated reasoning abilities, are very accurate at solving complicated issues.
LLaMA​
​
A basic large language model called LLaMA (Large Language Model Meta AI) can create text, hold conversations, summarise textual content, solve mathematical theorems, and predict protein structures.
PaLM 2​
​
The most recent version of Google's comprehensive language model excels in carrying out complex reasoning tasks like code interpretation, mathematical solutions, classification, answering queries, and multilingual translation. This model, which outperforms earlier attempts at natural language production, demonstrates Google's dedication to ethical AI.
Claude​
​
Anthropic's Claude is a large language model (LLM) that was developed as a virtual assistant and is compatible with business processes. Claude can be accessed in Anthropic's developer console via both an API and chat interface. It is capable of handling a wide variety of conversational and text-processing tasks.
DALL.E
​
Based on language prompts, OpenAI's DALL·E produces realistic visuals and artwork. It can create photos with a given size, edit already-existing images, and create several versions of images that the user uploads.
Whisper​
​
Whisper is an OpenAI model for general-purpose speech recognition that can also translate speech, identify languages, and recognize speech in many languages.
Stable Diffusion​
​
In addition to producing detailed images in response to text cues, Stable Diffusion can be utilized for tasks such as text-guided image-to-image translations and inpainting.
phi-2​
​
Phi-2 is a sophisticated 2.7 billion parameter Transformer that performs close to top-tier on important language understanding and reasoning benchmarks. It is enhanced with a variety of NLP data.
Google Gemini
​
Gemini is a family of multimodal large language models developed by Google DeepMind, serving as the successor to LaMDA and PaLM 2. Comprising Gemini Ultra, Gemini Pro, and Gemini Nano, it was announced on December 6, 2023.
Vicuna​
​
Vicuna is a chatbot designed for AI, NLP, and machine learning research. It is based on Llama 2 and was improved with user interactions via ShareGPT. Its target users are researchers and enthusiasts in these fields.
Mistral-7B-v0.1
Mistral-7B is a decoder-based LM that performs two tasks: it creates material and modifies it by categorizing user prompts and answers into groups that include illicit acts such as fraud, child abuse, and terrorism.
bloom-560m
​
In addition to direct language exploration, the Bloom-560M model serves specific tasks including information extraction, question answering, and summary for public research in text generation and analysis.
Our Large Language Model Development Stack
AI Frameworks
Cloud Infrastructure
Integration
Algorithms
- Supervised/Unsupervised Learning
- Clustering
- Metric Learning
- Fewshot Learning
Neural Networks
- CNN
- RNN
- Representation Learning
- Manifold Learning
- Variational Autoencoders
- Bayesian Network
- Autoregressive Networks
Programming Languages
Databases
Some of Our GenAI Projects
_edited.png)
App for Compliance and Security Access Powered by LLM
Clinical Decision Support System driven by GenAI
LLM Application for Wine Suggestions
Our Unique Engagement Ecosystem
.png)
Discovery Consultation​
​
Embark on a personalized journey with a discovery consultation tailored to your business needs. Our experts delve deep into understanding your goals, challenges, and aspirations, laying the foundation for a unique engagement strategy.
Dedicated Development Team
​
At Digital Engine, our adept developers seamlessly integrate avant-garde cognitive technologies, sculpting a tapestry of high-quality services and bespoke solutions meticulously crafted for our esteemed clients' digital aspirations
.png)
Custom Solution Crafting​
​
Our team meticulously crafts bespoke solutions designed exclusively for your business landscape. Leveraging cutting-edge technologies and innovative approaches, we tailor our services to seamlessly align with your objectives and vision.
.png)
Agile Developmental Framework​
​
Embrace agility with our development framework, ensuring adaptability to evolving project dynamics. Witness a transparent, iterative process that prioritizes feedback, incorporates changes seamlessly, and delivers tangible results at every milestone.
Continuous Communication Channels
​
Stay connected with our dedicated communication channels for regular updates and interactive feedback, fostering a collaborative partnership at every step.
Performance Optimization and Growth Strategies
​
Beyond project completion, our commitment extends to performance optimization and growth strategies. Benefit from post-engagement support, data-driven insights, and ongoing enhancements to ensure your digital journey continues to evolve and thrive.
Let's Work Together
1. Contact Us
​
Fill out the Contact Form and get in touch with us
.png)
2. Get a Consultation
​
Get on a call with Digital Engine's experts
3. Get aCost Estimate​
​
For your project needs, we offer a tailored proposal with budget and timeline details.
4. Project Launch​
​
After project approval, we assemble a cross-disciplinary team to initiate your project.
We Build for You. Whatever You Need!
What is the development of large language models (LLMs), and how can it help my business?
As a Large Language Model development company, what services do you offer?
What industries do you cover?
What types of LLMs do you work with?
How do you ensure the quality of your models and solutions?
How does Digital Ensure ensure the LLMs they build perform optimally over time?
How do I get started?