TOOLS / INFRASTRUCTURE & COMPUTE / TOOL #54

Enterprise Agent Sliding-Window Attention & Ring KV Eviction Simulator

Name: Elesium
Address: Koramangala 4th Block, Bengaluru, Karnataka, 560034, IN
Telephone: +91-8317329312
Price range: $$$

Simulate hierarchical sliding-window attention, attention sink preservation, ring KV buffer eviction, and sub-5ms continuous streaming LLM generation.

Streaming Attention Execution Profile

Simulate bounded-VRAM streaming generation across infinite token horizons without perplexity collapse or CUDA out-of-memory crashes.

Active KV Tokens: Bounded Constant
Memory Reduction: Up to -99% Footprint
Decode Latency: Sub-5ms Guaranteed