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autofill-triple-stripcommon-int8
rolf-mozilla/autofill-triple-stripcommon-int8
autofill-triple-stripcommon-int8 is a machine learning model from rolf-mozilla. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Form-autofill field classifier (triple (encoder + fp32 fusion head)).
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Public
Updated Sep 5, 2026
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At a glance
- Access
- Public
- Created
- Sep 5, 2026
- Updated
- Sep 5, 2026
- SHA
- 68830040
Model card
From the Hugging Face model README
autofill-triple-stripcommon-int8
Form-autofill field classifier (triple (encoder + fp32 fusion head)).
- Run id (W&B / Argo):
argo-autofillflow-6sjfs - mlData features: -iaornocommon (select_option + input_attributes + strip_common)
- Validation accuracy (fp32): 0.9121
- Test accuracy (fp32, data/testing real QA sites): 0.9048
Base encoder: rolf-mozilla/minilm-pruned-notest-iaor (multilingual MiniLM, vocab-pruned). Training: AutofillFlow (Metaflow/Argo, namespace production:autofillflow-0-egrc), encoder_layers=4, num_epochs=6, train_batch_size=32, warmup_ratio=0.06, weight_decay=0.05, gen_to_real_ratio=2.0, subsample_validation=true, close_label_eps=0. Quantization: per-channel int8 (--per_channel --reduce_range), transformers.js 3.8.1 toolchain.
- Created
- Sep 5, 2026
- Updated
- Sep 5, 2026