Large Language Model Development Services
Expect Results. Not Excuses
With expertise in diverse ML and NLP subsets and their associated toolkits, our AI experts specialize in building custom large language models and LLM-based solutions that accurately comprehend, generate, and process human language.
In the era of big data
and advanced artificial
intelligence
Language models have emerged as formidable tools capable of processing and generating human-like text. Large Language Models like ChatGPT are general-purpose bots capable of having conversations on many topics. However, LLMs can also be fine-tuned on domain-specific data making them more accurate and on-point on domain-specific enterprise questions.
Many industries and applications will require a fine-tuned LLMs.
Reasons include:
- Better performance from a chatbot trained on specific data.
- OpenAI models like chatgpt are a black box and companies may be hesitant to share their confidential data over an API
- ChatGPT API costs may be prohibitive for large applications
With expertise in diverse ML and NLP subsets and their associated toolkits, our AI experts specialize in building custom large language models and LLM-based solutions that accurately comprehend, generate, and process human language.
How we can help
Build a Custom Domain specific LLM for your industry
Our generative AI company delivers custom models rooted In Al expertise & years of cross-domain expertise.
FinTech
Retail &
E-commerce
Marketing &
Advertising
Telecommunication
Consulting services
Insurance
Deploy and integrating Large Language Learning Models, Friction-Free
We deploy language models locally to keep your proprietary data secure.
Strong Security
We help you keep a tight rein on your data storage and security by using our custom solutions built on language models that can be deployed on-premise and on private clouds exclusively.
Custom Functionality
Our developers adjust foundational models to match your unique business and functional needs and improve the accuracy of outputs by training large language models on your custom dataset.
Our Large Language Model Development Services
Consulting and Strategy Formulation
With our deep domain knowledge and expertise, we enable clients to fully tap into the potential of LLMs and NLP solutions for their business-specific use cases. We also conduct interviews for their business-specific use cases. We also conduct interviews, feasibility studies and infrastructure evaluations to formulate the best strategy for their project matching their needs
Custom Solution Development
Using tools like TensorFlow, we develop custom LLM-powered solutions like GPT-3, BERT, and T5. 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 have extensive experience integrating LLM models into existing systems and workflows, whether a customer service platform or a content management system. We optimize the model performance for particular use cases by fine-tuning them based on specific task and data.
Support and Maintenance
We offer support and maintenance services to ensure clients NLP-based solutions smooth functioning over time. From monitoring model functionality and optimizing models for changing data and use cases to troubleshooting, bug fixes, and software updates, we take care of everything.
Our Technical Expertise in
Large Language Model Development
NaturaI Language Processing
Our developers use NLP tools, frameworks and libraries like NLTK. spaCy, and YensorFlow to build custom NLP models equipped with NLU and NLG capabilities to analyze, interpret and generate human language.
Machine Learning
With proficiency in sciklt-learn, Keras and PyTorch, among other Ml development kits, our developers deploy advanced ML-based solutions trained using prominent learning algorithms, such as supervised, unsupervised and reinforcement.
Fine-Tuning
We gather data, fine-tune model parametets, customize model architecture, and undertake other vital steps necessary for optimizing pre-trained LLM models, like OpenAI models, BERT, LaMDA, or BLOOM, for specific language-related tasks and domains.
ln-Context Learning
We use developer resources such as PyText, FastText, and Flair to train and update language models with new data, continuously allowing the model to adapt to new context, domains, and users, improving their peformance over time.
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 task or domains with minimal training data.
Sentiment Analysis
We utilize developer resources like VADER and NLTK to preprocess and analyze text data and apply machine learning techniques such as Native Bayes to build LLM-based systems that can accurately classify the sentiment of a given text input.
Our Large Language Model Development Stack
AI Frameworks
Cloud Platforms
Integration and Deployment
Tools
Programming Language
Databases
Algorithms
- Supervised/Unsupervised Learning
- Clustering
- Metric Learning
- Fewshot Learning
- Ensemble Learning
- Online Learning.
Neural Networks
- CNN
- RNN
- Representation Learning
- ManifoId Learning
- Variational Autoencoders
- Bayesian Network
- Autoregressive Networks
- LSTM
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.
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
LLaMA
LLaMA (Large Language Model Meta AI) is a foundational large language model designed to generate text, have conversations, summarize written material, solve math theorems or predict protein structures.
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.
Claude
Claude is a large language model (LLM) by Anthropic, trained as a virtual assistant that can be integrated with business workflows. Claude, accessible through both a chat interface and API in Anthropic’s developer console, can perform an extensive range of conversational and text-processing tasks.
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.
Stable Diffusion
Stable Diffusion generates detailed images from text prompts and can also be used for tasks like inpainting, outpainting, and image-to-image translations guided by text.
Whisper
Whisper is a general-purpose speech recognition OpenAI model that can perform language identification, speech translation and multilingual speech recognition.
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.
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.
The HST Advantage
We help clients navigate the complexity of Large Language Models and Generative Al.
Software is core to our business and Generative Al allows us to extend our unmatched software engineering leadership into new Generative Al engagements. We work with clients across industries to use the technology to turbocharge software development, employee and customer services, and workplace processes.
Our company’s beginnings are rooted in data systems. With decades of experience, we are the ideal partner for companies looking to utilize Generative AI through connections to a variety of enterprise data sets for scalable solutions that adhere to all security, privacy and governance requirements.
We work with premier brands across financial services. life sciences and software. Working with our clients, we apply our industry expertise develop Generative Al use cases to harness new data insights, create industry buyer personas, test new models, and provide employee and customer-facing digital agents.
We’re ambitious about the efficiencies. outcomes and value that Generative Al can generate for clients. it’s reflected in our ongoing lP investments, our extensive staff training on partner platforms, and our suite of Generative Al accelerators to improve workforce productivity, streamline app modernization and accelerate software engineering.
SUCCESS STORIES
Well-crafted software makes the world a better place
Emotionise Testimonial For HST Solutions | Custom Software Development
Marie Toft CEO of Emotionise
- AI/ML
- NLP
- Azure Functions
AI / ML Solution that increase sales and engagement
Emotionise | AI / ML Sales enablement
Emotionise ai is the only content creation and communication AI trained with emotion at its core.
AI / ML solution for streamlining medical device cybersecurity processes
NovaLeah partnered with HST Solutions to develop an AI / ML solution for streamlining medical device cybersecurity processes. The system uses Fuzzy string matching and pre-trained semantic similarity models to provide appropriate responses, reducing manual work and errors
JCDecaux Testimonial For HST Solutions | Custom Software Development
Colin CostelloIT Manager at JCDecaux
- ASP .NET
- MVC
- MS SQL 2014
An app to scale revenue with contactless payment automation
JCDecaux | Advertising Company
The purpose of the application was to run an advertising campaign on JcDecaux free-standing digital advertising…
CameraMatics Testimonial For HST Solutions | Custom Software Development
Seamus GalvinResearch Manager at BSI Group
- Angular
- Java
- J2EE
- Jboss
- Postgress
- HTML5
Built a SaaS-based GDPR assessment platform for the UK national standards body
BSI Group | Business Solutions
HST developed a next gen multi-tenant SaaS platform called BSI PACE (pace.bsigroup.com). BSI PACE (Privacy…
Our LLM Software
Development &
Deployment Process
Our developers seamlessly weave
conversational Al Into your infrastructure.
Testimonials
HST Solutions is truly committed to the clients we serve.
Ben Wrafter - CEO, Franchise Direct
Their constant communication, attention to detail, and the ability to upscale impressed us.
Projects were delivered in a timely and consistent manner, leading to a successful partnership. HST Solutions establishes a smooth workflow through regular communication. The team is hard-working, creative, and professional.
Patrick Ambrose - Director, ComplySAFE Limited
The project was arranged with weekly calls and status reports.
HST Solutions’ final product was critical to the client’s business and helped onboard new customers. The project was managed through weekly calls and managed effectively. Their technical expertise and solutions made them stand out compared to other providers.
Jason Poonoosamy, CFA - Managing Director, DMS Governance
Their technical knowledge and customer-centric nature set them apart.
The engagement allowed the client to expand their business product set and run off single-source data. HST Solutions provides weekly status reports to ensure a seamless workflow. The team leverages their technical expertise and experience to produce quality results.
Lorcan O'Brien - Boom22 Technologies
When you hire any partner, you don’t want them to feel like a tack-on. You want them to embody the same values, hard work, and creativity of your own team. HST Solutions team knows how to do that. Seamless would be an understatement.
For outsourcing, the challenge is to maintain control, specifically over budget and deadlines. HST are truly an honorable and highly professional service provider. We would rate them 5-stars.
Gerry Corley - Health and Wellness Solutions
The HST team took our product vision and made it a reality. They were able to lead the development without any hand holding and they cared about the success of the product as much as we did.
David Doyle - Software Defined Print
HST Solutions built our platform from the ground up and have been supporting us since last 6 years. The products and platforms they built for us over the years helped us lead our industry in web2print technology.
Dean Douglas-Evans - Co-Founder GolfBirdie
We have been using HST solutions service for the past 12 months and it has been very reliable and a quality service. The guys are very professional and have solved any problems we ran into, without hesitation. It is very reassuring for our business knowing we are in safe hands.
Pricing based on your business needs
Fixed price
Pay as You Go
Dedicated Team
ABOUT US
We are a trusted Digital engineering and Enterprise modernization partner, combining deep technical expertise and industry experience to help our clients anticipate what s next and answer questions before they are asked.
What makes us stand apart
We Have Deep Technical & Industry Experience
Financial services
Health
Retail
Media, publishing & entertainment
Government
One Team, One Dream
At HST, there is no such thing as not my problem.
Build Trust with Every Interaction
We’re accountable to our clients and to each other. which means being open even when things aren’t going smoothly.
Improve Everything
The world of software and business moves fast so we re always learning and honing our skills.
Own It
We are a team of doers and we take responsibility for the success of everything we do.
Obsessed: Over Results
We’re obsessed with driving business value for our clients and we know that starts with gaining a deep understanding of the problems they’re facing
Excellent track record
100% project delivery
Have never gone over budget in any project
(150+) delivered
Contact Us
Tell us about your custom software project.
Let our team
Be your team
Unsure of how to get started? Talk to us. No matter where you are in the process, we can help you. Whether you need us to design and build a prototype, take your project from concept to maturity, or build off the work of another team, we can make your idea a reality. We also step in when it makes more sense to lean on our expertise than to have an in-house team get spread too thin.
Generally, we are able to respond to inquiries within 8 business hours.
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