Advanced resource management across 1.68 trillion parameters for optimal AI performance
How tokens are distributed across MineAI's advanced model architecture
Parameters
700M
Token Range
20–500 input, 100–800 output
Primary Role
Controller, coherence validator, tone stabilizer
Parameters
1T
Token Range
500–2500 reasoning
Primary Role
Rapid logical computation & technical reasoning
Parameters
6.7B
Token Range
500–1500 reasoning
Primary Role
Creative composition, emotional tone, dialogue balance
Parameters
671B
Token Range
Fallback reasoning for long context
Primary Role
Long-context analysis, token overflow fallback
The journey of tokens through MineAI's advanced processing system
Input - Parse user prompt
Token Use: 20–500
Behavior: Shorter = faster reasoning
Reasoning Core - Deep thinking & validation
Token Use: 500–2500
Behavior: Allocated per complexity & model
Output - Final message
Token Use: 100–800
Behavior: Trimmed for readability & coherence
Safety Filters - Internal checks
Token Use: 50–200
Behavior: Ensures safe & secure output
MineAI's token system is engineered for maximum efficiency across all processing stages
Tokens are dynamically distributed based on query complexity and model requirements
Optimized token windows ensure fast response times without sacrificing quality
Automatic model switching prevents token overflow and maintains response quality