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Transformer Model Development Services

Transform the way you process and analyze data with our custom Transformer models. Our extensive expertise in deep-learning frameworks, including TensorFlow, Keras, PyTorch, and MXNet, enables us to build models capable of tackling complex tasks like natural language processing, as well as image and video processing, offering deep insights into your data.

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Software Products Delivered

AI Solutions

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Our Transformer Model Development Services

Custom Transformer Model Development

Custom Transformer Model Development

We use advanced deep learning frameworks and algorithms to create transformer models efficient in handling tasks like language modeling, text classification, Named Entity Recognition (NER), sentiment analysis, text generation and summarization. From data preprocessing and feature engineering to model architecture design and hyperparameter tuning, our team handles all aspects of the development process.
Model Optimization

Model Optimization

Our transformer model optimization expertise includes techniques such as fine-tuning, pruning, and quantization, which can significantly improve the accuracy and speed of transformer models. From data preparation and tokenization to forward/backward propagation and parameter update, we handle all the steps of the optimization process carefully to ensure your model best serves your use case.
Model Integration

Model Integration

As part of our model integration service for transformer models, we help businesses seamlessly integrate their models into their existing systems and workflows. Our expertise includes developing APIs and other tools that simplify integrating transformer models into applications and platforms, ensuring businesses can quickly derive value from their models.
Ongoing Maintenance and Support

Ongoing Maintenance and Support

We support your product beyond launch with our comprehensive maintenance and upgrade services. We offer model monitoring and maintenance services to guarantee uninterrupted, high-level performance for your solution. Our services encompass everything from tracking your model’s performance metrics to retraining and updating it, ensuring it stays in sync with your business’s evolving needs.

AI Subsets We are Proficient in

Machine Learning icon

Machine Learning

Our developers have extensive knowledge of ML concepts and techniques, such as supervised and unsupervised learning, which allows them to develop, train, test and deploy robust Transformer models.

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Natural Language Processing

Our developers are experts in preprocessing, tokenizing and encoding natural language data by utilizing widely used NLP libraries such as SpaCy, NLTK, and Stanford CoreNLP.
Natural Language Processing (NLP)

Intent Recognition

We leverage intent recognition frameworks like RASA and Dialogflow to identify user intent and select a suitable response.
Computer vision

Data Engineering

With our expertise in data engineering concepts and tools such as ETL processes, data pipelines, and databases, we efficiently prepare and manage data for model training and evaluation.
Deep learning icon

Deep Learning

Our expertise in deep learning techniques such as neural networks, optimization algorithms, and backpropagation allows us to develop robust solutions using Transformer models.

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Cloud Computing

Our developers’ extensive experience deploying and scaling sophisticated AI-based solutions has equipped them with proficiency in all major cloud computing platforms, such as AWS, Google Cloud, and Microsoft Azure.

Why Hire LeewayHertz for Transformer Model Development?

Domain Expertise

Our developers’ extensive experience building AI solutions tailored to industries such as finance, healthcare, and logistics, using the most appropriate and advanced tech stack, has made them experts in AI solutions development.
AI Exploration

Use of Advanced Technologies

Our developers are proficient in AI frameworks like TensorFlow, integration and deployment tools like Docker, multiple programming languages, AI algorithms, and neural networks like CNN.

End-to-end Solution Development

LeewayHertz’s end-to-end Transformer model development service ensures the entire development process, from ideation to development and deployment, is perfectly executed to ensure it produces desired results.

Proven Track Record

We have a proven track record of delivering successful AI solutions to clients across various industries, making us the top choice for businesses looking for Transformer model development services.

AI Models We Have Expertise In

GPT-4

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

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.
PaLM 2

PaLM 2

The newest extensive language model from Google, stands out in performing intricate reasoning assignments, such as code interpretation, mathematical solutions, categorization, query responses, and translation with proficiency in multiple languages. This model highlights Google's commitment to responsible AI, surpassing previous capabilities in natural language generation.
Claude

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.
GPT-3

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

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

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

Whisper is a general-purpose speech recognition OpenAI model that can perform language identification, speech translation and multilingual speech recognition.

Embeddings

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

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

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.
Bard

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.

Our Transformer Model Development Stack

AI Frameworks

tensorFlowpytorchkeras

Cloud Platforms

azure

Integration and Deployment Tools

dockerkuberansible

Programming Languages

pythonjsR

Databases

PostgreSQLmysql

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

Generative AI Application

LLM-powered App for Compliance and Security Access

LeewayHertz has partnered with Scrut to engineer an LLM-powered app designed to streamline access to compliance benchmarks, frameworks, and audit-relevant data for Scrut's clientele. Drawing on Scrut's proprietary data, our team utilized advanced embedding and prompt engineering techniques to seamlessly incorporate an LLM, yielding rapid query responses and upgraded user experiences. This initiative has equipped Scrut's clients with a robust tool, fostering informed decision-making and providing clear insight into industry benchmarks as well as Scrut’s risk monitoring and mitigation strategies and services.
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Generative AI Application
LLM-powered Application for Safer Machinery Troubleshooting
AI-powered App

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.

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MakeMyTale

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.

Learn More
MakeMyTale
LLM App for Wine Recommendation

AI-powered solution

LLM App for Wine Recommendation

A custom LLM application built for a Switzerland-based wine e-commerce company to improve the wine shopping experience of its customers. It offers personalized wine recommendations, efficient search functionality, detailed wine profiles, multilingual support, real-time availability checking, and a user-friendly interface. The app leverages the company’s proprietary data and LLMs like GPT-4 to provide relevant responses to customer queries and enhance the overall wine-shopping experience for users.
Learn More

Big Brands Trust Us

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Our Engagement Models

Digital Transformation Services LeewayHertz

Dedicated Development Team

Our developers leverage cutting-edge cognitive technologies to deliver high-quality services and tailored solutions to our clients.

Dedicated software development team LeewayHertz

Team Extension

Our team extension model is designed to assist clients seeking to expand their teams with the precise expertise needed for their projects.

Dedicated software development team LeewayHertz

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

Once you let us know your requirement, our technical expert will schedule a call and discuss your idea in detail post sign of an NDA.
All information will be kept confidential.

FAQs

What is a Transformer model and how does it work?

A Transformer model is an advanced machine-learning model that utilizes self-attention mechanisms to generate highly accurate predictions and can be used in various applications, including natural language processing and image recognition. It works by processing input data in parallel and creating a weighted representation of the input sequence, which is then used to generate predictions.

How can a Transformer model benefit my business?

A Transformer model can benefit your business by handling complex data and generating more accurate predictions than traditional machine-learning models. This can help improve business operations by providing highly accurate insights and predictions, leading to better decision-making.

How can I get started with Transformer model development?

To get started with Transformer model development, you must have a basic understanding of machine learning principles and programming languages such as Python. Working with a team of experienced developers who can guide you through the process and help you develop a customized solution for your business would help.

How long does it take to develop a Transformer model?

The development time for a transformer model can vary depending on the complexity of the project and the amount of data that needs to be processed. Hence, working with experienced developers who can accurately estimate the time and resources required for your project is important.

How much does it cost to develop a Transformer model?

The cost of developing a Transformer model can vary depending on the project’s complexity, the amount of data that needs to be processed, and the level of customization required. That’s why it’s essential to work with a team of experienced developers who can provide you with an accurate cost estimation based on your unique business needs. Trust our team to deliver cost-effective solutions without compromising on quality.

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