LLM Development and Consulting Services

Empower your workforce with tailored LLM solutions

Imagine a future where large language models act as expert assistants for every employee. Our LLM consulting and custom fine-tuning services swiftly process and utilize information, empowering your workforce to innovate, optimize, and excel. From LLM development to seamless integration, we elevate your business capabilities.

LLM consulting for strategic implementation
Fine-tune LLMs for optimal performance
Seamless LLM integration for enhanced workflows

Our capabilities in LLM consulting

LLM consulting services

With our LLM consulting, we design, train and implement tailored models to maximize language processing and drive impact in your business.

Fine-tuning LLMs

Enhance model performance with our LLM fine-tuning services. We train pre-trained models on your data for optimal accuracy in specific tasks.

LLMOps

Ensure seamless deployment, monitoring, and management of LLMs. Our LLMOps services maintain high performance, safety, and compliance.

LLM integration

Integrate powerful language models like BERT or GPT-3 into your applications. Enhance language capabilities and improve user interactions.

LLM-powered applications

Transform operations with LLM-powered applications. From chatbots to assistants, enhance productivity and creativity with advanced language models.

Prompt engineering

We help you optimize autoregressive models with tailored prompts. Techniques like zero-shot learning ensure superior language model performance.

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Our large language model fine-tuning process

Foundation model selection

Our comprehensive model selection process involves a thorough evaluation of model size, performance, task compatibility, and resources. This approach ensures the selection of the most suitable foundation model.

Assess model size and performance
Evaluate language task compatibility
Analyze training data and model updates
Consider available resources for the model
Select the most suitable foundation model

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Adaptation to downstream tasks

Our LLMs are designed for adaptability. We employ APIs, prompt engineering, and fine-tuning to align proprietary or open-source LLMs with specific goals, ensuring their flexibility to meet your evolving needs.

Tailor inputs and outputs through prompt engineering
Task-specific adjustments to enhance model performance
Add contextual information to prevent AI hallucinations
Explore instruction tuning, prompt tuning and distillation techniques
Extract API embeddings for application development

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Evaluation

We validate LLM performance using industry-standard benchmarks like GLUE, SuperGLUE, SQuAD, and StrategyQA, along with A/B testing for model comparison. This approach ensures that the model’s performance meets or exceeds industry standards.

Assess models using dedicated validation data and metrics
Conduct A/B testing to compare and measure model effectiveness
We use HoneyHive or HumanLoop to assess LLM quality

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Deployment and monitoring

Deploying and monitoring LLM-powered applications requires attention to LLM performance to mitigate risks. The ever-evolving nature of LLMs necessitates staying vigilant with the following considerations:

Track model updates to address inappropriate content generation
Monitor API changes to adapt to evolving responses
Implement safeguards to ensure regulatory compliance
Use monitoring tools like Whylabs or HumanLoop
Optimize deployment settings for efficiency and UX

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Large Language Model Use Cases

Would you like to explore your industry, business specific case?

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Automate contract review and risk assessment
Generate legal templates tailored to your needs
Summarize complex contracts for quick understanding
Ensure compliance with regulatory document generation

Ensure consistent tone and messaging in outputs
Produce SEO-optimized articles and social posts
Create engaging content across multiple channels
Generate summaries for lengthy documents efficiently

Analyze trends and market shifts in real time
Drive strategic decisions with sentiment insights
Extract customer insights from social media data
Identify competitor strategies and emerging trends

Create a centralized resource for company knowledge
Enable rapid information retrieval across departments
Provide contextual answers to internal queries
Reduce repetitive information searches for teams

Deliver instant responses to common queries
Enhance customer experience with personalized assistance
Automate ticket categorization and escalation workflows
Provide 24/7 support, reducing response times

Discover how Needle, our customizable GenAI framework, enhances operations

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Frequently asked questions

Large language model development, a process of creating advanced models that understand and generate human-like text, offers unique benefits for businesses. It significantly enhances natural language processing capabilities for solutions like chatbots, content generation apps, and sentiment analysis tools, opening up new possibilities for your business.

Our LLM consulting services stand out due to our personalized approach, deep expertise in AI, and commitment to aligning models with your specific business goals. We ensure each model is tailored to optimize performance for your unique use cases.

We offer comprehensive services for custom LLM fine-tuning, including data curation, model training, prompt engineering, and task-specific adjustments. Our services enhance model performance and accuracy tailored to your business needs.

The timeline for fine-tuning an LLM varies depending on the complexity of the tasks and the amount of data involved. Typically, the process can take a few weeks to a few months to achieve optimal results.

Our comprehensive support during and after LLM implementation is designed to provide you with peace of mind. It includes regular updates, performance monitoring, and prompt resolution of any issues, ensuring your models remain efficient and effective.

We measure the success of an LLM implementation using performance metrics such as accuracy, speed, and resource utilization, along with validation benchmarks like precision, recall, and F1 score. Business impact assessments, including user feedback and productivity improvements, are crucial. Continuous monitoring and feedback loops help us ensure the models deliver desired outcomes.

LLM consulting services

Empower your workforce with tailored LLM solutions