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.

Our capabilities in LLM consulting

LLM consulting services

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

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

LLMOps

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

LLM integration

LLM integration

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

LLM-powered applications

LLM-powered applications

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

Prompt engineering

Prompt engineering

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

How LLM works

LLM

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Our large language model fine-tuning process

Foundation model selection

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

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

Adaptation to downstream tasks
Evaluation

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

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

Deployment and monitoring

Large Language Model Use Cases

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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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Latest LLM insights

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Revolutionize your business with Softweb’s LLM consulting

With LLM solutions, there is no telling where your ideas will take you. Let’s spark the wave of transformation.

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