{ "model_name": "OMEGA-Reasoner-POC", "model_type": "custom-agent-framework", "framework": "self-contained (no external LLM API)", "task": "agentic-reasoning", "languages": ["en"], "license": "apache-2.0", "status": "proof-of-concept", "intended_use": "research, education, self-evaluation", "out_of_scope": [ "production deployment", "submission to public leaderboards as a competitive entry", "claims of frontier-model performance" ], "parameters": { "default": 65536, "configurable": true }, "reasoner": { "type": "HMoE-D", "default_dim": 64, "default_layers": 2, "vocab_size": 256 }, "adapters": { "agentworldbench": { "metrics": ["format", "factuality", "consistency", "realism", "quality"], "domains": ["mcp", "search", "terminal", "swe", "android", "web", "os"] }, "deep_swe": { "format": "harbor", "verifier": "in-memory python tests + optional test.sh" } }, "tests": { "n_total": 78, "all_passing": true } }