Using our unique Transformer models, you can completely change how you handle and evaluate data. We can create models that can handle challenging tasks like image and video processing and natural language processing thanks to our deep understanding of deep-learning frameworks like TensorFlow, Keras, PyTorch, and MXNet. This allows us to provide deep insights into your data.
We Take Pride in Our Numbers!
8+
Years of Experience
30+
Countries serviced
700+
Projects completed
50+
Developers
Transformer Model Development Solutions
Custom Transformer Model Development
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Our team employs sophisticated deep learning technologies and methods to develop transformer models adept at managing activities such as language modeling, text classification, Named Entity Recognition (NER), sentiment analysis, text generation, and summarization. We cover the entire development journey, from data preprocessing and feature engineering to designing the model architecture and adjusting hyperparameters.
Model Integration
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In our transformer model integration services, we assist companies in effortlessly incorporating these models into their current systems and processes. We specialize in creating APIs and various tools to facilitate the easy integration of transformer models into applications and platforms. This ensures that businesses can swiftly leverage their models to generate value, enhancing operational efficiency and innovation.
Model Optimization
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Our expertise in optimizing transformer models encompasses methods like fine-tuning, pruning, and quantization to enhance their performance and efficiency. We meticulously manage every phase of the optimization journey, including data preparation, tokenization, forward and backward propagation, and parameter updating, ensuring your transformer model is perfectly tailored to your specific needs. This comprehensive approach to transformer model optimization guarantees improved accuracy and processing speed, making your solutions more competitive in the digital marketplace.
Ongoing Maintenance and Support
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Our commitment extends beyond product launch, offering extensive maintenance and upgrade support to ensure your solution's sustained high performance. We provide model monitoring and maintenance services, ensuring seamless operation. Our offerings cover monitoring performance metrics, along with retraining and updating the model, to keep it aligned with the changing needs of your business.
Areas of AI Expertise We Excel In
Machine Learning ​
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Our developers, who are skilled in a variety of AI development services, can effectively apply machine learning principles, such as predictive modeling, natural language processing, and deep learning, to create reliable diffusion model-powered solutions that transform the collected text data into visual data.
Intent Recognition
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We utilize intent recognition technologies such as RASA and Dialogflow to ascertain user intent and determine the appropriate response effectively.
Deep Learning
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We have deep expertise in deep learning methodologies, including neural networks, optimization algorithms, and backpropagation, equipping us to create powerful solutions with Transformer models.
Natural Language Processing
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Our team specializes in preprocessing, tokenizing, and encoding natural language data, leveraging popular NLP libraries like SpaCy, NLTK, and Stanford CoreNLP to ensure optimal results.
Data Engineering
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Our proficiency in data engineering, encompassing ETL processes, data pipelines, and databases, enables us to adeptly prepare and manage data for effective model training and evaluation.
Cloud Computing
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Our developers, with their vast experience in deploying and scaling advanced AI-based solutions, are proficient in major cloud computing platforms like AWS, Google Cloud, and Microsoft Azure.
Why Hire Digital Engine for Transformer Model Development?
Domain Expertise
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Our developers have amassed extensive experience in crafting AI solutions specifically designed for industries like finance, healthcare, and logistics. Their expertise in selecting and utilizing the most advanced and suitable technology stacks has established them as experts in AI solutions development.
End-to-end Solution Development
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Digital Engine's comprehensive Transformer model development service covers every phase, from ideation through development to deployment, executed flawlessly to achieve the desired outcomes.
Use of Advanced Technologies
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Our developers excel in using AI frameworks such as TensorFlow, integration and deployment tools like Docker, various programming languages, AI algorithms, and neural networks like Convolutional Neural Networks (CNN).
Proven Track Record
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Our success in providing AI solutions across diverse industries establishes us as the preferred partner for businesses seeking Transformer model development services, evidenced by our proven track record of successful implementations.
AI Models We Have Expertise In
GPT-4
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A collection of OpenAI models that, because of their enhanced general knowledge and sophisticated reasoning abilities, are very accurate at solving complicated issues.
LLaMA​
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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​
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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​
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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
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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​
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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​
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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​
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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
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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​
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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
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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 Stack for Transformer Model Development
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
Some of Our GenAI Projects
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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
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Discovery Consultation​
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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
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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
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Custom Solution Crafting​
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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.
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Agile Developmental Framework​
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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
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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
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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
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Fill out the Contact Form and get in touch with us
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2. Get a Consultation
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Get on a call with Digital Engine's experts
3. Get aCost Estimate​
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For your project needs, we offer a tailored proposal with budget and timeline details.
4. Project Launch​
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After project approval, we assemble a cross-disciplinary team to initiate your project.
We Build for You. Whatever You Need!
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