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batch increases","note":"Local microbatches change to 6 / 4 / 2 / 2 / 2; 131,072 token positions per update."},{"step":963,"label":"Work redistributed","note":"Microbatches change to 7 / 3 / 2 / 2 / 2 while the global batch stays fixed."},{"step":39897,"label":"Recorded learning-rate decrease","note":"The logged learning rate changes from 0.0003 to 0.00024."},{"step":52280,"label":"Recorded learning-rate decrease","note":"The logged learning rate changes from 0.00024 to 0.000192."},{"step":62200,"label":"Recorded learning-rate decrease","note":"The logged learning rate changes from 0.000192 to 0.0001536."},{"step":71740,"label":"Recorded learning-rate decrease","note":"The logged learning rate changes from 0.0001536 to 0.0001229."},{"step":80130,"label":"Recorded learning-rate decrease","note":"The logged learning rate changes from 0.0001229 to 9.83e-05."},{"step":91960,"label":"Recorded learning-rate decrease","note":"The logged learning rate changes from 9.83e-05 to 7.864e-05."},{"step":100350,"label":"Recorded learning-rate decrease","note":"The logged learning rate changes from 7.864e-05 to 6.291e-05."},{"step":109500,"label":"Recorded learning-rate decrease","note":"The logged learning rate changes from 6.291e-05 to 5.033e-05."},{"step":113313,"label":"Pretraining continues","note":"Weights, optimizer, stream state and scheduler history continue from the selected Stage A branch."},{"step":117900,"label":"Recorded learning-rate decrease","note":"The logged learning rate changes from 5.033e-05 to 4.027e-05."},{"step":128200,"label":"Recorded learning-rate decrease","note":"The logged learning rate changes from 4.027e-05 to 3.221e-05."},{"step":132005,"label":"Released base selected","note":"The base inherited by JSONLite: 17,300,111,360 processed token positions, validation loss 2.5563359552."},{"step":135690,"label":"Last recorded training point","note":"Later training history is preserved. It is not inherited by the released JSONLite base."}]},"stages":[{"id":"065","label":"Grounded QA","selected":469,"note":"Passage-grounded questions, missing information and corrections.","panel":"Grounded QA development \u00b7 response completion","score_label":"Normal completion","score_note":"Responses that reached a natural stop; measures completion, not answer quality.","evaluations":[{"step":156,"count":136,"exact":0.2867647058823529,"nll":0.5897554063156027,"schema":null,"score":1.0,"score_count":136,"answer_f1":0.5244062013661771,"completed":136},{"step":313,"count":136,"exact":0.2867647058823529,"nll":0.5306101107339868,"schema":null,"score":1.0,"score_count":136,"answer_f1":0.5407832251253172,"completed":136},{"step":469,"count":136,"exact":0.3382352941176471,"nll":0.4890682010925101,"schema":null,"score":1.0,"score_count":136,"answer_f1":0.6049698270057094,"completed":136},{"step":625,"count":136,"exact":0.3235294117647059,"nll":0.4630404854165938,"schema":null,"score":1.0,"score_count":136,"answer_f1":0.5555287557739811,"completed":136},{"step":782,"count":136,"exact":0.3014705882352941,"nll":0.4570068074938129,"schema":null,"score":1.0,"score_count":136,"answer_f1":0.5401967201391327,"completed":136}]},{"id":"068","label":"Requested fields","selected":379,"note":"Exact source-value extraction in a labeled output format.","panel":"Labeled extraction development \u00b7 exact requests","score_label":"Requested-field accuracy","score_note":"Exact agreement for individual fields, including missing fields; partial credit within requests.","evaluations":[{"step":0,"count":196,"exact":0.0,"nll":2.26394789985248,"schema":null,"score":0.0,"score_count":468},{"step":100,"count":196,"exact":0.6224489795918368,"nll":0.07756065192711967,"schema":null,"score":0.8012820512820513,"score_count":468},{"step":200,"count":196,"exact":0.7755102040816326,"nll":0.03720358287222441,"schema":null,"score":0.8846153846153846,"score_count":468},{"step":300,"count":196,"exact":0.8112244897959183,"nll":0.030359747285933273,"schema":null,"score":0.9038461538461539,"score_count":468},{"step":379,"count":196,"exact":0.826530612244898,"nll":0.028716583640168526,"schema":null,"score":0.9102564102564102,"score_count":468}]},{"id":"093","label":"Focused extraction","selected":160,"note":"Focused field extraction plus replay. This historical JSON evaluation includes software assembly.","panel":"Historical fieldwise JSON development \u00b7 includes assembly","score_label":"Field accuracy \u00b7 assembled JSON","score_note":"Exact agreement for individual fields, including missing fields; partial credit within requests.","evaluations":[{"step":0,"count":196,"exact":0.7091836734693877,"nll":0.044543960131912703,"schema":1.0,"score":0.8589743589743589,"score_count":468},{"step":80,"count":196,"exact":0.8316326530612245,"nll":0.03271129931932084,"schema":1.0,"score":0.9209401709401709,"score_count":468},{"step":160,"count":196,"exact":0.8571428571428571,"nll":0.02902049323023008,"schema":1.0,"score":0.9337606837606838,"score_count":468}]},{"id":"100","label":"Native JSON","selected":469,"note":"The entire JSON object is generated in a single model request.","panel":"Native JSON development \u00b7 exact requests","score_label":"Native JSON field accuracy","score_note":"Exact agreement for individual fields, including missing fields; partial credit within requests.","evaluations":[{"step":0,"count":252,"exact":0.0,"nll":1.4900548659146777,"schema":0.0,"score":0.0,"score_count":604},{"step":100,"count":252,"exact":0.3492063492063492,"nll":0.08968592226590281,"schema":0.9722222222222222,"score":0.5910596026490066,"score_count":604},{"step":200,"count":252,"exact":0.6428571428571429,"nll":0.059801771196246606,"schema":0.996031746031746,"score":0.8029801324503312,"score_count":604},{"step":300,"count":252,"exact":0.7023809523809523,"nll":0.048908961657342306,"schema":0.9920634920634921,"score":0.8576158940397351,"score_count":604},{"step":469,"count":252,"exact":0.7936507936507936,"nll":0.03873514435736791,"schema":0.996031746031746,"score":0.9039735099337748,"score_count":604}]},{"id":"105","label":"Multiple values","selected":64,"note":"Cardinality examples, original TRAIN replay and frozen-parent distillation.","panel":"Expanded development panel \u00b7 original and targeted controls","score_label":"Field accuracy \u00b7 expanded panel","score_note":"Exact agreement for individual fields, including missing fields; partial credit within requests.","evaluations":[{"step":0,"count":404,"exact":0.5321782178217822,"nll":0.16194735544984112,"schema":0.9232673267326733,"score":0.7336734693877551,"score_count":980},{"step":32,"count":404,"exact":0.5965346534653465,"nll":0.10408710940878742,"schema":0.8935643564356436,"score":0.7622448979591837,"score_count":980},{"step":64,"count":404,"exact":0.6287128712871287,"nll":0.1001320060895523,"schema":0.9183168316831684,"score":0.7846938775510204,"score_count":980},{"step":96,"count":404,"exact":0.6336633663366337,"nll":0.1008426677795112,"schema":0.9257425742574258,"score":0.786734693877551,"score_count":980}]}],"notes":["Historical measurements; no live training connection.","Sampling selects recorded points without averaging.","Checkpoint selection can fall between training log points.","Fine-tuning stages have independent local steps, objectives and development panels. Their scores must not be pooled or compared as one benchmark.","Fine-tuning views contain retained checkpoint evaluations, not a continuous training-loss history.","Only the selected checkpoint prefix of each stage is inherited by the released model."]}