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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.
