Complete LLMOps and GenOps Pipeline Management
Automate your model lifecycle management via Talossian Services:- Data Manipulation
- Training, Prompting and Fine-Tuning
- Deployment
- Specialized Monitoring-Observability
Solutions
Core Features of Talossian
TBD
Model Collection
Full LLM out-of-the box collection for every need. We support Hugging Face models and OpenAI endpoints.
Training Automation
Automate Model Training and Delivery, via specialized CI/CD pipelines.
Lifecycle Management
Continuous Re-Training and Fine-Tuning in periods. Sync with new data batches, and dynamic re-training cycles.
Data Flow
Batching, validation and versioning of new data via HTTP endpoints, using popular open-source tools like Elastic Search and Mongo DB.
Monitoring & Observability
Advanced monitoring and tracing contributes to live feedback and evaluation of the model, and determines the need of further fine-tuning.
Prompt Engineering
Advanced prompt engineering specializes pre-trained models to excel in specific contexts.