{ "release": "IrishCore-DiffMask-135M-v1-rc6", "repo_id": "temsa/IrishCore-DiffMask-135M-v1-rc6", "architecture": { "family": "DistilBERT-size token-span extractor", "diffusion_style_training": true, "runtime_diffusion": false, "scanner_free": true, "validator_free": true, "heads": [ "token_presence_head", "typed_start_boundary_head", "typed_end_boundary_head" ] }, "base_model": "OpenMed/OpenMed-PII-mLiteClinical-Base-135M-v1", "notes": [ "DiffMask uses a masked denoising training schedule, not a generative diffusion runtime.", "ONNX q8 is the recommended CPU deployment artifact.", "The release inference scripts emit [PII:LABEL] placeholders." ], "full": { "core_f1": 0.9801324503311258, "edge_f1": 0.9500000000000001, "multilingual_f1": 0.9273743016759777, "hardening_f1": 0.975609756097561 }, "onnx_q8": { "core_f1": 0.9733333333333333, "edge_f1": 0.9500000000000001, "finance_f1": 0.9803921568627451, "finance_boundary_f1": 1.0, "user_ppsn_f1": 0.7499999999999999, "gaelic_weak_ppsn_f1": 1.0, "multilingual_f1": 0.9273743016759777, "hardening_f1": 0.975609756097561, "core_examples_per_second": 130.34154354965295, "multilingual_examples_per_second": 200.20407351151675, "runtime_profile_examples_per_second": 167.14610336175048 }, "comparison": { "public_rc5_onnx_q8": { "core": 0.9668874172185431, "edge": 0.9743589743589743, "remaining_gaps": 0.888888888888889, "finance": 0.9361702127659575, "finance_boundary": 0.8750000000000001, "multilingual_ppsn": 0.9333333333333333, "user_ppsn": 1.0, "gaelic_weak_ppsn": 1.0, "overlap_ppsn": 1.0 }, "public_rc8_onnx_q8": { "min_score": 0.5, "irish_core_manual_f1": 0.9736842105263158, "irish_edge_f1": 1.0, "finance_suite_f1": 1.0, "finance_boundary_f1": 1.0, "user_raw_ppsn_f1": 1.0, "gaelic_weak_ppsn_f1": 1.0, "multilingual_ppsn_f1": 0.9176470588235294, "core_examples_per_second": 46.14201741375802, "multilingual_examples_per_second": 99.71655616732895 } } }