Training Loss	Epoch	Step	Validation Loss	Wer	Avg Precision Exact	Avg Recall Exact	Avg F1 Exact	Avg Precision Letter Shift	Avg Recall Letter Shift	Avg F1 Letter Shift	Avg Precision Word Level	Avg Recall Word Level	Avg F1 Word Level	Avg Precision Word Shift	Avg Recall Word Shift	Avg F1 Word Shift	Precision Median Exact	Recall Median Exact	F1 Median Exact	Precision Max Exact	Recall Max Exact	F1 Max Exact	Precision Min Exact	Recall Min Exact	F1 Min Exact	Precision Min Word Shift	Recall Min Word Shift	F1 Min Word Shift
No log	0.0001	1	7.2500	103.0091	0.0	0.0	0.0	0.0002	0.0000	0.0000	0.0021	0.0165	0.0037	0.0285	0.0276	0.0273	0.0	0.0	0.0	0	0	0	0	0	0	0.0	0.0	0.0
0.0204	1.1457	10000	0.2495	20.8519	0.8158	0.8223	0.8182	0.8489	0.8558	0.8514	0.8532	0.8583	0.8549	0.9474	0.9544	0.9500	0.9091	0.9167	0.9091	1.0	1.0	1.0	0.0	0.0	0.0	0.6364	0.6364	0.6364
0.0146	2.2915	20000	0.2638	19.4745	0.8330	0.8436	0.8375	0.8674	0.8788	0.8722	0.8717	0.8825	0.8763	0.9457	0.9559	0.9499	0.9091	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0	0.4545	0.5	0.4762
0.0073	3.4372	30000	0.2853	18.3725	0.8473	0.8536	0.8497	0.8784	0.8855	0.8812	0.8825	0.8890	0.8850	0.9560	0.9615	0.9580	0.9167	0.9231	0.9231	1.0	1.0	1.0	0.0	0.0	0.0	0.5455	0.5455	0.5455
0.0041	4.5830	40000	0.3095	19.1354	0.8449	0.8556	0.8495	0.8788	0.8902	0.8836	0.8822	0.8931	0.8869	0.9487	0.9600	0.9535	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0	0.4	0.4444	0.4211
0.0035	5.7287	50000	0.3130	18.7752	0.8527	0.8654	0.8582	0.8839	0.8979	0.8900	0.8889	0.9018	0.8945	0.9456	0.9593	0.9516	0.9167	0.9231	0.9167	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0
0.0031	6.8744	60000	0.3365	18.3513	0.8366	0.8516	0.8432	0.8664	0.8822	0.8734	0.8720	0.8859	0.8781	0.9446	0.9591	0.9509	0.9167	0.9231	0.9167	1.0	1.0	1.0	0.0	0.0	0.0	0.0	0.0	0.0
0.0013	8.0202	70000	0.3247	17.4401	0.8558	0.8673	0.8607	0.8863	0.8981	0.8912	0.8912	0.9018	0.8956	0.9551	0.9680	0.9607	0.9167	0.9231	0.9231	1.0	1.0	1.0	0.0	0.0	0.0	0.7	0.75	0.7368
0.0012	9.1659	80000	0.3487	18.4361	0.8485	0.8602	0.8535	0.8847	0.8972	0.8901	0.8890	0.8994	0.8933	0.9528	0.9641	0.9576	0.9167	0.9231	0.9231	1.0	1.0	1.0	0.0	0.0	0.0	0.6154	0.7273	0.6667
0.0041	10.3116	90000	0.3509	17.4401	0.8443	0.8585	0.8506	0.8753	0.8900	0.8818	0.8805	0.8931	0.8860	0.9515	0.9659	0.9578	0.9167	0.9231	0.9231	1.0	1.0	1.0	0.0	0.0	0.0	0.5	0.5556	0.5263
0.0006	11.4574	100000	0.3491	17.2706	0.8562	0.8671	0.8608	0.8862	0.8985	0.8914	0.8905	0.9018	0.8953	0.9555	0.9678	0.9608	0.9167	0.9231	0.9167	1.0	1.0	1.0	0.0	0.0	0.0	0.6923	0.7	0.7200
0.0001	12.6031	110000	0.3638	17.3342	0.8497	0.8605	0.8543	0.8779	0.8891	0.8826	0.8819	0.8914	0.8858	0.9556	0.9667	0.9602	0.9231	0.9231	0.9474	1.0	1.0	1.0	0.0	0.0	0.0	0.6667	0.6667	0.6667
0.002	13.7489	120000	0.3561	17.2494	0.8465	0.8556	0.8503	0.8769	0.8865	0.8809	0.8808	0.8893	0.8843	0.9563	0.9659	0.9602	0.9167	0.9231	0.9231	1.0	1.0	1.0	0.0	0.0	0.0	0.6923	0.7	0.7273
0.0012	14.8946	130000	0.3741	17.0587	0.8616	0.8756	0.8678	0.8932	0.9080	0.8998	0.8979	0.9111	0.9037	0.9561	0.9684	0.9615	0.9167	0.9231	0.9231	1.0	1.0	1.0	0.0	0.0	0.0	0.6923	0.6923	0.6923
0.0015	16.0403	140000	0.3661	17.2070	0.8474	0.8603	0.8530	0.8775	0.8915	0.8837	0.8831	0.8940	0.8878	0.9521	0.9640	0.9572	0.9167	0.9231	0.9231	1.0	1.0	1.0	0.0	0.0	0.0	0.6	0.6667	0.6316
0.0001	17.1861	150000	0.3762	17.4825	0.8490	0.8600	0.8538	0.8803	0.8921	0.8854	0.8861	0.8957	0.8901	0.9542	0.9628	0.9577	0.9167	0.9231	0.9167	1.0	1.0	1.0	0.0	0.0	0.0	0.6	0.6667	0.6316
0.0	18.3318	160000	0.3845	16.9951	0.8579	0.8683	0.8623	0.8874	0.8981	0.8919	0.8927	0.9013	0.8962	0.9525	0.9614	0.9561	0.9231	0.9231	0.9286	1.0	1.0	1.0	0.0	0.0	0.0	0.6667	0.7	0.6957
0.0	19.4775	170000	0.3866	16.7620	0.8581	0.8717	0.8641	0.8889	0.9034	0.8953	0.8935	0.9058	0.8988	0.9551	0.9667	0.9601	0.9231	0.9231	0.9333	1.0	1.0	1.0	0.0	0.0	0.0	0.6	0.6667	0.6316
0.0	20.6233	180000	0.3849	16.5713	0.8577	0.8688	0.8624	0.8862	0.8977	0.8911	0.8917	0.9009	0.8955	0.9552	0.9643	0.9589	0.9231	0.9231	0.9412	1.0	1.0	1.0	0.0	0.0	0.0	0.6154	0.7	0.6667
0.0	21.7690	190000	0.3930	16.5713	0.8611	0.8749	0.8671	0.8901	0.9044	0.8964	0.8959	0.9073	0.9007	0.9537	0.9644	0.9582	0.9231	0.9231	0.9286	1.0	1.0	1.0	0.0	0.0	0.0	0.6154	0.7	0.6667
0.0	22.9148	200000	0.3963	16.4230	0.8621	0.8754	0.8679	0.8906	0.9042	0.8966	0.8954	0.9066	0.9002	0.9532	0.9639	0.9577	0.9231	0.9231	0.9333	1.0	1.0	1.0	0.0	0.0	0.0	0.6154	0.7	0.6667

Framework versions

Transformers 4.41.2
Pytorch 2.2.1
Datasets 2.20.0
Tokenizers 0.19.1

cantillation/Teamim-small_WeightDecay-0.05_Augmented_Old-Data_date-23-07-2024

he-cantillation

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

cantillation/
Teamim-small_WeightDecay-0.05_Augmented_Old-Data_date-23-07-2024