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PassbyGrocer/resume_ner_herb

sourceHugging Facemitupdated 2y agoView on Hugging Face

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Model Card

evalp = 0.9822171390155553 evalr = 0.9790383704405495 eval_f1 = 0.9806131065277388

train result

Epoch	Training Loss	Validation Loss	Precision	Recall	F1
1	No log	223.361084	0.980017	0.937134	0.957643
2	No log	61.423782	0.973549	0.959132	0.965962
3	2994.676800	72.477470	0.976213	0.962664	0.969052
4	2994.676800	103.387581	0.971125	0.962664	0.966845
5	33.797800	156.035553	0.975023	0.964581	0.969666
6	33.797800	265.293549	0.971879	0.969324	0.970583
7	20.226000	766.043457	0.974243	0.965187	0.969429
8	20.226000	1143.557495	0.974143	0.965691	0.969722
9	23.267200	996.235901	0.974592	0.968517	0.971405
10	23.267200	959.597229	0.974522	0.966398	0.970242

eval result | Label | Precision | Recall | F1-Score | Support | |-------------|-----------|--------|----------|---------| | B-CONT | 1.00 | 1.00 | 1.00 | 33 | | B-EDU | 1.00 | 1.00 | 1.00 | 106 | | B-LOC | 1.00 | 1.00 | 1.00 | 2 | | B-NAME | 1.00 | 1.00 | 1.00 | 110 | | B-ORG | 0.99 | 0.98 | 0.98 | 523 | | B-PRO | 0.95 | 1.00 | 0.97 | 18 | | B-RACE | 1.00 | 1.00 | 1.00 | 15 | | B-TITLE | 0.96 | 0.96 | 0.96 | 690 | | I-CONT | 1.00 | 1.00 | 1.00 | 97 | | I-EDU | 1.00 | 1.00 | 1.00 | 283 | | I-LOC | 1.00 | 1.00 | 1.00 | 8 | | I-NAME | 1.00 | 1.00 | 1.00 | 177 | | I-ORG | 0.99 | 0.98 | 0.99 | 4146 | | I-PRO | 0.93 | 1.00 | 0.96 | 51 | | I-RACE | 1.00 | 1.00 | 1.00 | 14 | | I-TITLE | 0.97 | 0.97 | 0.97 | 2171 | | O | 0.00 | 0.00 | 0.00 | 0 |

{'evalloss': 684.596923828125, 'evalprecision': 0.9822171390155553, 'evalrecall': 0.9790383704405495, 'evalf1': 0.9806131065277388, 'evalruntime': 5.8637, 'evalsamplespersecond': 78.96, 'evalstepsper_second': 4.946, 'epoch': 10.0}