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	0.0001	1	9.1276	100.0	0.0016	0.0166	0.0028	0.0603	0.0627	0.0613	0.0150	0.1274	0.0263	0.3304	0.3453	0.3374	0.0	0.0	0.0	0.125	1.0	0.2222	0.0	0.0	0.0
0.1478	0.5167	10000	0.2082	31.8890	0.6951	0.7013	0.6974	0.7292	0.7359	0.7317	0.7377	0.7445	0.7402	0.8718	0.8824	0.8760	0.8	0.8	0.8	1.0	1.0	1.0	0.1	0.1	0.1000
0.0557	1.0334	20000	0.1807	26.1682	0.7472	0.7539	0.7499	0.7761	0.7831	0.7789	0.7827	0.7903	0.7858	0.8946	0.9045	0.8986	0.8462	0.8571	0.8571	1.0	1.0	1.0	0.1538	0.1667	0.16
0.0339	1.5501	30000	0.1813	24.2204	0.7732	0.7738	0.7729	0.8018	0.8024	0.8014	0.8076	0.8084	0.8073	0.9113	0.9142	0.9118	0.875	0.875	0.875	1.0	1.0	1.0	0.0769	0.0909	0.0833
0.0206	2.0668	40000	0.1838	22.7068	0.7804	0.7837	0.7814	0.8073	0.8108	0.8084	0.8133	0.8167	0.8144	0.9158	0.9216	0.9179	0.8889	0.9	0.8889	1.0	1.0	1.0	0.0	0.0	0.0
0.0136	2.5834	50000	0.1874	21.5520	0.7908	0.7923	0.7909	0.8179	0.8195	0.8180	0.8230	0.8249	0.8233	0.9247	0.9283	0.9257	0.9	0.9	0.8889	1.0	1.0	1.0	0.0	0.0	0.0
0.0296	3.1001	60000	0.1920	21.2247	0.7969	0.7999	0.7978	0.8213	0.8245	0.8223	0.8270	0.8307	0.8282	0.9244	0.9300	0.9264	0.9	0.9	0.9	1.0	1.0	1.0	0.0	0.0	0.0
0.0147	3.6168	70000	0.2004	21.0233	0.7936	0.7975	0.7949	0.8210	0.8253	0.8224	0.8270	0.8318	0.8287	0.9278	0.9353	0.9306	0.9	0.9091	0.9	1.0	1.0	1.0	0.1429	0.1111	0.125
0.0056	4.1335	80000	0.2070	20.3436	0.8062	0.8047	0.8049	0.8311	0.8296	0.8298	0.8372	0.8362	0.8361	0.9321	0.9335	0.9320	0.9091	0.9091	0.9091	1.0	1.0	1.0	0.1429	0.1111	0.125
0.0059	4.6502	90000	0.2076	20.4726	0.8049	0.8078	0.8058	0.8309	0.8340	0.8319	0.8365	0.8403	0.8378	0.9279	0.9344	0.9304	0.9091	0.9091	0.9091	1.0	1.0	1.0	0.1429	0.125	0.1333
0.0049	5.1669	100000	0.2229	20.5198	0.8003	0.8055	0.8024	0.8256	0.8312	0.8278	0.8314	0.8370	0.8336	0.9251	0.9333	0.9284	0.9091	0.9091	0.9	1.0	1.0	1.0	0.0	0.0	0.0
0.0065	5.6836	110000	0.2206	19.8999	0.8084	0.8116	0.8095	0.8332	0.8368	0.8344	0.8390	0.8429	0.8404	0.9307	0.9369	0.9331	0.9091	0.9091	0.9091	1.0	1.0	1.0	0.0	0.0	0.0
0.0024	6.2003	120000	0.2204	19.3430	0.8114	0.8150	0.8126	0.8360	0.8398	0.8373	0.8414	0.8454	0.8428	0.9331	0.9386	0.9351	0.9091	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0
0.0046	6.7170	130000	0.2275	19.3335	0.8185	0.8199	0.8186	0.8430	0.8446	0.8432	0.8485	0.8505	0.8489	0.9337	0.9362	0.9342	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0909	0.0833	0.0870
0.0036	7.2336	140000	0.2297	19.3146	0.8115	0.8142	0.8123	0.8358	0.8390	0.8368	0.8408	0.8441	0.8418	0.9331	0.9375	0.9346	0.9091	0.9091	0.9091	1.0	1.0	1.0	0.0909	0.0714	0.0833
0.0028	7.7503	150000	0.2331	19.4846	0.8112	0.8118	0.8110	0.8365	0.8372	0.8363	0.8416	0.8427	0.8416	0.9333	0.9363	0.9340	0.9091	0.9091	0.9091	1.0	1.0	1.0	0.0	0.0	0.0
0.003	8.2670	160000	0.2376	19.0975	0.8109	0.8132	0.8116	0.8345	0.8370	0.8353	0.8403	0.8429	0.8411	0.9360	0.9402	0.9374	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0
0.0038	8.7837	170000	0.2412	19.0692	0.8147	0.8163	0.8150	0.8395	0.8413	0.8398	0.8453	0.8473	0.8457	0.9358	0.9399	0.9371	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0
0.0013	9.3004	180000	0.2444	19.0063	0.8123	0.8150	0.8131	0.8363	0.8392	0.8372	0.8420	0.8449	0.8429	0.9355	0.9406	0.9374	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0
0.0028	9.8171	190000	0.2474	18.9842	0.8139	0.8174	0.8151	0.8381	0.8419	0.8394	0.8437	0.8477	0.8451	0.9352	0.9400	0.9369	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0
0.0029	10.3338	200000	0.2464	18.6003	0.8203	0.8239	0.8216	0.8449	0.8487	0.8462	0.8504	0.8542	0.8517	0.9384	0.9440	0.9405	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0
0.0008	10.8505	210000	0.2504	18.6098	0.8180	0.8207	0.8188	0.8413	0.8442	0.8422	0.8463	0.8493	0.8472	0.9376	0.9420	0.9391	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0909	0.1	0.0952
0.0021	11.3672	220000	0.2585	18.8363	0.8196	0.8222	0.8204	0.8438	0.8467	0.8447	0.8490	0.8520	0.8499	0.9363	0.9412	0.9381	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0833	0.0769	0.08
0.0036	11.8838	230000	0.2558	18.6916	0.8156	0.8185	0.8165	0.8397	0.8429	0.8407	0.8455	0.8491	0.8467	0.9369	0.9428	0.9392	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0
0.0007	12.4005	240000	0.2598	18.3077	0.8177	0.8195	0.8181	0.8416	0.8436	0.8421	0.8469	0.8494	0.8476	0.9403	0.9449	0.9419	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0
0.0009	12.9172	250000	0.2562	18.3549	0.8226	0.8247	0.8232	0.8464	0.8487	0.8471	0.8520	0.8547	0.8528	0.9408	0.9446	0.9421	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0
0.0005	13.4339	260000	0.2605	18.1598	0.8248	0.8272	0.8255	0.8488	0.8515	0.8497	0.8538	0.8564	0.8546	0.9405	0.9456	0.9424	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0769	0.0909	0.0833
0.0015	13.9506	270000	0.2670	18.4650	0.8204	0.8244	0.8219	0.8445	0.8488	0.8461	0.8494	0.8542	0.8512	0.9368	0.9441	0.9397	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0833	0.0833	0.0833
0.0002	14.4673	280000	0.2701	19.0094	0.8169	0.8179	0.8168	0.8410	0.8421	0.8409	0.8464	0.8479	0.8466	0.9342	0.9377	0.9353	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0833	0.1	0.0909
0.0002	14.9840	290000	0.2699	18.2070	0.8186	0.8239	0.8207	0.8419	0.8475	0.8441	0.8465	0.8523	0.8488	0.9382	0.9456	0.9411	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0
0.0003	15.5007	300000	0.2696	18.4021	0.8250	0.8248	0.8244	0.8471	0.8470	0.8465	0.8522	0.8528	0.8519	0.9380	0.9412	0.9389	0.9167	0.9167	0.9167	1.0	1.0	1.0	0.0	0.0	0.0
0.0008	16.0174	310000	0.2645	17.6406	0.8288	0.8314	0.8296	0.8518	0.8546	0.8527	0.8572	0.8602	0.8581	0.9453	0.9498	0.9470	0.9167	0.9231	0.9231	1.0	1.0	1.0	0.0	0.0	0.0
0.0002	16.5340	320000	0.2712	17.8923	0.8257	0.8290	0.8269	0.8494	0.8529	0.8506	0.8545	0.8581	0.8558	0.9403	0.9458	0.9424	0.9167	0.9231	0.9231	1.0	1.0	1.0	0.0833	0.0833	0.0833
0.0001	17.0507	330000	0.2667	17.9710	0.8283	0.8308	0.8291	0.8529	0.8557	0.8538	0.8581	0.8609	0.8590	0.9410	0.9452	0.9425	0.9167	0.9231	0.9231	1.0	1.0	1.0	0.0	0.0	0.0
0.0001	17.5674	340000	0.2680	17.7130	0.8289	0.8314	0.8296	0.8525	0.8551	0.8532	0.8572	0.8603	0.8582	0.9415	0.9462	0.9432	0.9167	0.9231	0.9231	1.0	1.0	1.0	0.0	0.0	0.0
0.0	18.0841	350000	0.2657	17.5116	0.8328	0.8346	0.8332	0.8559	0.8579	0.8564	0.8607	0.8630	0.8613	0.9429	0.9462	0.9439	0.9231	0.9231	0.9231	1.0	1.0	1.0	0.0	0.0	0.0
0.0008	18.6008	360000	0.2754	17.7161	0.8339	0.8363	0.8345	0.8568	0.8594	0.8575	0.8620	0.8651	0.8630	0.9425	0.9468	0.9440	0.9167	0.9231	0.9231	1.0	1.0	1.0	0.0833	0.0769	0.08
0.0001	19.1175	370000	0.2722	17.3007	0.8349	0.8369	0.8354	0.8575	0.8597	0.8581	0.8629	0.8651	0.8635	0.9443	0.9482	0.9456	0.9231	0.9231	0.9231	1.0	1.0	1.0	0.0	0.0	0.0
0.0001	19.6342	380000	0.2751	17.2535	0.8354	0.8383	0.8363	0.8587	0.8618	0.8597	0.8638	0.8670	0.8648	0.9462	0.9506	0.9478	0.9231	0.9231	0.9231	1.0	1.0	1.0	0.1429	0.125	0.1333
0.0	20.1509	390000	0.2743	17.3574	0.8317	0.8351	0.8329	0.8552	0.8586	0.8564	0.8601	0.8638	0.8613	0.9449	0.9500	0.9468	0.9167	0.9231	0.9231	1.0	1.0	1.0	0.0833	0.0769	0.08
0.0	20.6676	400000	0.2794	17.5367	0.8343	0.8347	0.8340	0.8574	0.8579	0.8571	0.8624	0.8632	0.8622	0.9442	0.9465	0.9447	0.9231	0.9231	0.9231	1.0	1.0	1.0	0.0833	0.0833	0.0833
0.0	21.1843	410000	0.2782	17.1717	0.8365	0.8367	0.8361	0.8591	0.8593	0.8586	0.8640	0.8646	0.8637	0.9457	0.9481	0.9463	0.9231	0.9231	0.9231	1.0	1.0	1.0	0.0833	0.0833	0.0833
0.0	21.7009	420000	0.2778	17.1308	0.8358	0.8379	0.8363	0.8590	0.8612	0.8596	0.8641	0.8664	0.8647	0.9451	0.9491	0.9465	0.9231	0.9231	0.9231	1.0	1.0	1.0	0.0833	0.0769	0.08
0.0	22.2176	430000	0.2785	17.0553	0.8366	0.8386	0.8371	0.8590	0.8612	0.8596	0.8640	0.8663	0.8646	0.9456	0.9493	0.9469	0.9231	0.9231	0.9231	1.0	1.0	1.0	0.0833	0.0769	0.08
0.0	22.7343	440000	0.2808	17.0679	0.8365	0.8380	0.8368	0.8592	0.8608	0.8595	0.8639	0.8659	0.8644	0.9457	0.9498	0.9472	0.9231	0.9231	0.9231	1.0	1.0	1.0	0.0833	0.0769	0.08
0.0	23.2510	450000	0.2794	16.8885	0.8352	0.8375	0.8359	0.8572	0.8596	0.8579	0.8622	0.8648	0.8630	0.9470	0.9512	0.9485	0.9231	0.9231	0.9231	1.0	1.0	1.0	0.0833	0.0769	0.08
0.0	23.7677	460000	0.2795	16.9514	0.8374	0.8384	0.8374	0.8593	0.8604	0.8593	0.8645	0.8657	0.8646	0.9470	0.9498	0.9478	0.9231	0.9231	0.9286	1.0	1.0	1.0	0.0833	0.0769	0.08
0.0	24.2844	470000	0.2806	16.9452	0.8385	0.8403	0.8390	0.8609	0.8628	0.8613	0.8657	0.8679	0.8663	0.9468	0.9505	0.9481	0.9231	0.9231	0.9286	1.0	1.0	1.0	0.0833	0.0769	0.08
0.0	24.8011	480000	0.2804	16.7784	0.8385	0.8403	0.8389	0.8605	0.8624	0.8610	0.8653	0.8675	0.8659	0.9473	0.9510	0.9486	0.9231	0.9231	0.9286	1.0	1.0	1.0	0.0833	0.0769	0.08
0.0	25.3178	490000	0.2806	16.8098	0.8376	0.8395	0.8381	0.8596	0.8616	0.8601	0.8644	0.8667	0.8651	0.9472	0.9511	0.9486	0.9231	0.9231	0.9286	1.0	1.0	1.0	0.0833	0.0769	0.08
0.0	25.8345	500000	0.2807	16.7878	0.8378	0.8397	0.8382	0.8599	0.8619	0.8604	0.8648	0.8671	0.8655	0.9472	0.9510	0.9485	0.9231	0.9231	0.9286	1.0	1.0	1.0	0.0833	0.0769	0.08

Framework versions

Transformers 4.41.2
Pytorch 2.2.1
Datasets 2.20.0
Tokenizers 0.19.1

cantillation/Teamim-tiny_DropOut-0.5_Augmented_Combined-Data_date-06-07-2024_20-19

he-cantillation

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

cantillation/
Teamim-tiny_DropOut-0.5_Augmented_Combined-Data_date-06-07-2024_20-19