ESVORIQ / KARMENLOOP
ESVORIQ 1.0A model for task execution
Model weights and hosted inference API are not available.
Understand tasks, execute tools, keep learning
ESVORIQ is a model project under ongoing development by the KARMENLOOP team, focused on task understanding, tool execution and continuous learning. Version 1.0 is in development and training. Capabilities and runtime requirements will be published after evaluation.
01 / Task understanding
Understand the goal and context
Develop coherent task understanding around goals, constraints and progress across multiple turns.
02 / Tool execution
Connect actions to goals
Explore how models work with execution environments through tool selection, result interpretation and task continuity.
03 / Continuous learning
Improve through feedback
Advance model development around task feedback, method refinement and the application of experience.
Model development for task execution
ESVORIQ 1.0 is in development and training. These are the current public product details; parameter counts do not establish evaluated capabilities.
- Version
- ESVORIQ 1.0
- Parameter scale
- Approximately 8B total parameters and 4.5B effective parameters
- Development focus
- Task understanding, tool execution and continuous learning
- Current stage
- In development and training; not publicly released
ESVORIQ model releases and Koder software releases are tracked separately. Connecting a model does not grant file, command or external action permissions.
Information to expect before access opens
Capabilities
Specific capabilities, suitable tasks and known limitations will be detailed in future official announcements.
Runtime requirements
Model formats, memory requirements, supported platforms and runtime speed will be announced with availability details.
Availability
ESVORIQ 1.0 is in development and training. Model weights and an inference API have not been publicly released. Availability, licensing and runtime requirements will be announced on this page, Downloads and the update log.
You can use Koder IDE, CLI or TUI with your existing model provider or a compatible local service today. This website update does not change your model settings.
For ESVORIQ questions, contact info@karmenloop.com.