| NOTICE | |
| ISOM-Qwen2.5-Coder | |
| Copyright 2026 Prannesh KVA. All Rights Reserved. | |
| This product includes software and architecture developed by Prannesh KVA: | |
| - Bounded-State Isometric KV-Cache Engine (ISOM) | |
| - Dynamic Symmetric INT8 Quantization | |
| - Native Chunked Prefill with Exact 4D Causal Masking | |
| The base model weights are derived from Alibaba's Qwen2.5-Coder under the Apache 2.0 License. | |
| Research Citation: | |
| DOI: 10.5281/zenodo.22649142 | |
| Author Contact: https://www.linkedin.com/in/prannesshkva/ | |