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Fine-tuning improves the accuracy of your prompts, allowing you to achieve better results on a wide range of tasks and build high-performing applications on top of your chosen large language models in addition to AIQ.
- Define and experiment with the best prompts and parameters for your existing in-house models and third-party models (such as GPT-3).
- Apply our DeepVU and AIQ scoring tools to unlock actionable insights on improving the validity of your models.
- Define best practices that enhance performance, reduce latency and lower costs.
| Solution | Description | |
|---|---|---|
AIQ-FT1 | Fine tuning of pre-trained models, with limited data preprocessing and model selection. | |
AIQ-FT2 | Fine tuning pre-trained with data preprocessing and model selection based on client-specific requirements. | |
AIQ-FT3 | Fine tuning pre-trained models with extensive data preprocessing, model selection, and hyperparameter tuning. | |
Nanobot (optional) | Your Expert Robotic Coworker with a dedicated API gateway for service access and delivery, federated learning and explainable AI. (See Nanobot services below) | Nanobot |
Use AIQ LLM domain-specific embeddings to build your specialist smart search, clustering/segmentation, topic modelling, advanced recommendations, anomaly detection diversity measurement and classification functionality.
- Improved NLP/NLU accuracy and computer vision tasks by capturing more nuanced and complex relationships between words, phrases, and images.
- Enhanced customer experiences through hyper-personalisation.
- Improved data utilisation of large text and image data, allowing your teams to extract deeper insights and value from your data assets.
- Increased operational efficiency by automating document classification and sentiment analysis, reducing time and costs.
| Solution | Description | |
|---|---|---|
AIQ-EM1 | Development of a single domain-specific embedding model using pre-existing training data, with limited customisation and optimisation. | |
AIQ-EM2 | Development of a single or multiple domain-specific embedding model(s) using custom training data, with additional customisation and optimisation. | |
AIQ-EM3 | Development of multiple domain-specific embedding models using custom training data and advanced optimisation techniques, such as transfer learning, with additional customisation and optimisation. | |
Nanobot (optional) | Your Expert Robotic Coworker with a dedicated API gateway for service access and delivery, federated learning and explainable AI. (See Nanobot services below) | Nanobot |
Turn your existing applications and systems into smart robotic coworkers and transform your user experiences.
Nanobot’s Robotic Coworker™ frameworks are customised to your specific verticals and proprietary datasets to enhance your user-facing services, such as smart contextual search engines, composition tools for content generation, specialist chatbots, marketing automation, employee support and more.
Let’s Achieve Your Ultimate Goals with Nebuli's Augmented Intelligence Ecosystems.
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