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 Word Shift	Recall Min Word Shift	F1 Min Word Shift
No log	8e-05	1	7.8969	120.8943	0.0002	0.0000	0.0000	0.0030	0.0028	0.0027	0.0024	0.0137	0.0027	0.0141	0.0233	0.0133	0.0	0.0	0.0	0.0625	0.0074	0.0132	0.0	0.0	0.0
0.0777	0.8	10000	0.2194	22.7167	0.7902	0.7985	0.7935	0.8205	0.8298	0.8243	0.8264	0.8358	0.8303	0.9175	0.9318	0.9237	0.9091	0.9091	0.8889	1.0	1.0	1.0	0.0	0.0	0.0
0.0363	1.6	20000	0.2639	19.9619	0.8266	0.8330	0.8289	0.8554	0.8623	0.8580	0.8620	0.8676	0.8640	0.9419	0.9519	0.9459	0.9091	0.9167	0.9091	1.0	1.0	1.0	0.6154	0.6429	0.64
0.0189	2.4	30000	0.2936	20.0678	0.8200	0.8284	0.8233	0.8485	0.8574	0.8521	0.8538	0.8621	0.8571	0.9365	0.9491	0.9419	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.4167	0.4545	0.4348
0.0089	3.2	40000	0.3115	19.8347	0.8154	0.8264	0.8200	0.8456	0.8570	0.8504	0.8488	0.8601	0.8536	0.9396	0.9526	0.9452	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.5	0.5556	0.5263
0.0095	4.0	50000	0.3330	20.0042	0.8325	0.8425	0.8366	0.8628	0.8739	0.8674	0.8668	0.8780	0.8715	0.9376	0.9481	0.9418	0.9091	0.9167	0.9091	1.0	1.0	1.0	0.5385	0.5833	0.5600
0.0062	4.8	60000	0.3605	19.6228	0.8291	0.8399	0.8336	0.8619	0.8733	0.8667	0.8651	0.8752	0.8693	0.9376	0.9466	0.9413	0.9091	0.9167	0.9167	1.0	1.0	1.0	0.1111	0.0833	0.0952
0.0052	5.6	70000	0.3855	20.4492	0.8137	0.8244	0.8182	0.8398	0.8513	0.8448	0.8446	0.8568	0.8499	0.9330	0.9448	0.9380	0.9091	0.9091	0.9	1.0	1.0	1.0	0.4545	0.5556	0.5
0.0018	6.4	80000	0.3755	20.1950	0.8275	0.8378	0.8318	0.8579	0.8695	0.8628	0.8617	0.8732	0.8666	0.9402	0.9511	0.9447	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.6667	0.6	0.6316
0.0038	7.2	90000	0.3829	20.4281	0.8308	0.8429	0.8359	0.8586	0.8715	0.8640	0.8619	0.8738	0.8669	0.9328	0.9467	0.9387	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0833	0.0769	0.08
0.0029	8.0	100000	0.3823	19.4533	0.8423	0.8504	0.8455	0.8686	0.8773	0.8720	0.8716	0.8795	0.8747	0.9435	0.9498	0.9457	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.6154	0.6667	0.64
0.0013	8.8	110000	0.3992	19.7499	0.8323	0.8449	0.8378	0.8609	0.8745	0.8668	0.8639	0.8767	0.8694	0.9404	0.9532	0.9459	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.6154	0.625	0.625
0.0015	9.6	120000	0.3963	19.8135	0.8317	0.8426	0.8364	0.8629	0.8745	0.8679	0.8660	0.8775	0.8710	0.9355	0.9460	0.9399	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0
0.0005	10.4	130000	0.4010	19.3261	0.8398	0.8500	0.8441	0.8705	0.8816	0.8751	0.8737	0.8845	0.8782	0.9379	0.9497	0.9430	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.2727	0.2727	0.2727
0.0003	11.2	140000	0.4015	19.3685	0.8386	0.8518	0.8444	0.8676	0.8817	0.8738	0.8714	0.8844	0.8771	0.9319	0.9461	0.9381	0.9091	0.9167	0.9091	1.0	1.0	1.0	0.2727	0.2727	0.2727
0.0007	12.0	150000	0.4071	19.2837	0.8341	0.8455	0.8389	0.8642	0.8765	0.8695	0.8684	0.8802	0.8735	0.9380	0.9493	0.9428	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.5833	0.5385	0.5600
0.0008	12.8	160000	0.4111	19.3685	0.8391	0.8491	0.8433	0.8683	0.8791	0.8729	0.8722	0.8824	0.8765	0.9373	0.9494	0.9425	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.5833	0.5833	0.5833
0.0002	13.6	170000	0.4107	19.4745	0.8295	0.8400	0.8339	0.8607	0.8721	0.8655	0.8645	0.8751	0.8689	0.9379	0.9493	0.9427	0.9091	0.9167	0.9091	1.0	1.0	1.0	0.5833	0.5833	0.5833
0.0001	14.4	180000	0.4214	18.7752	0.8473	0.8609	0.8533	0.8780	0.8925	0.8844	0.8810	0.8940	0.8867	0.9407	0.9539	0.9464	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.6364	0.7273	0.6957
0.0001	15.2	190000	0.4146	18.7116	0.8474	0.8609	0.8533	0.8768	0.8910	0.8831	0.8804	0.8944	0.8866	0.9413	0.9550	0.9473	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.6667	0.7273	0.6957
0.0005	16.0	200000	0.4208	18.5421	0.8482	0.8623	0.8545	0.8778	0.8926	0.8844	0.8803	0.8946	0.8866	0.9416	0.9549	0.9475	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.6154	0.6667	0.64

Framework versions

Transformers 4.41.2
Pytorch 2.2.1
Datasets 2.20.0
Tokenizers 0.19.1

cantillation/Teamim-small_Random_WeightDecay-0.05_Augmented_Old-Data_date-21-07-2024_14-33

he-cantillation

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

cantillation/
Teamim-small_Random_WeightDecay-0.05_Augmented_Old-Data_date-21-07-2024_14-33