Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0011	2	10.2729	0.0006	10.2729	3.2051
No log	0.0021	4	9.2145	0.0037	9.2145	3.0355
No log	0.0032	6	7.8683	0.0018	7.8683	2.8050
No log	0.0042	8	6.8143	0.0018	6.8143	2.6104
No log	0.0053	10	5.4877	0.0576	5.4877	2.3426
No log	0.0063	12	4.4805	0.0156	4.4805	2.1167
No log	0.0074	14	3.5969	0.0118	3.5969	1.8966
No log	0.0085	16	2.9235	0.0079	2.9235	1.7098
No log	0.0095	18	2.2777	0.1339	2.2777	1.5092
No log	0.0106	20	1.7308	0.0547	1.7308	1.3156
No log	0.0116	22	1.3939	0.0420	1.3939	1.1806
No log	0.0127	24	1.1183	0.0316	1.1183	1.0575
No log	0.0137	26	0.9482	0.0316	0.9482	0.9737
No log	0.0148	28	0.8598	0.2015	0.8598	0.9273
No log	0.0158	30	0.8491	0.0747	0.8491	0.9215
No log	0.0169	32	0.8659	0.0747	0.8659	0.9306
No log	0.0180	34	0.9608	0.0598	0.9608	0.9802
No log	0.0190	36	1.0954	0.0454	1.0954	1.0466
No log	0.0201	38	1.1566	0.0454	1.1566	1.0754
No log	0.0211	40	1.0325	0.0454	1.0325	1.0161
No log	0.0222	42	1.0462	0.0454	1.0462	1.0229
No log	0.0232	44	1.1366	0.0303	1.1366	1.0661
No log	0.0243	46	1.1141	0.0303	1.1141	1.0555
No log	0.0254	48	1.2708	0.0230	1.2708	1.1273
No log	0.0264	50	1.1034	0.0166	1.1034	1.0504
No log	0.0275	52	1.4870	0.0593	1.4870	1.2194
No log	0.0285	54	1.4724	0.0735	1.4724	1.2134
No log	0.0296	56	1.0364	0.0303	1.0364	1.0180
No log	0.0306	58	0.9894	0.0303	0.9894	0.9947
No log	0.0317	60	1.2278	0.0412	1.2278	1.1081
No log	0.0328	62	1.1407	0.0605	1.1407	1.0680
No log	0.0338	64	0.9694	0.0605	0.9694	0.9846
No log	0.0349	66	1.1245	0.0618	1.1245	1.0604
No log	0.0359	68	1.0557	0.0605	1.0557	1.0275
No log	0.0370	70	1.0004	0.0605	1.0004	1.0002
No log	0.0380	72	1.1279	0.0303	1.1279	1.0620
No log	0.0391	74	1.0998	0.0303	1.0998	1.0487
No log	0.0401	76	1.2272	0.0318	1.2272	1.1078
No log	0.0412	78	1.4231	0.0293	1.4231	1.1929
No log	0.0423	80	1.4309	0.0394	1.4309	1.1962
No log	0.0433	82	1.2636	0.0302	1.2636	1.1241
No log	0.0444	84	1.2304	0.0303	1.2304	1.1092
No log	0.0454	86	1.3706	0.0815	1.3706	1.1707
No log	0.0465	88	1.6349	0.0595	1.6349	1.2786
No log	0.0475	90	1.6685	0.0460	1.6685	1.2917
No log	0.0486	92	1.8087	0.0264	1.8087	1.3449
No log	0.0497	94	1.5195	0.0581	1.5195	1.2327
No log	0.0507	96	1.0818	0.0153	1.0818	1.0401
No log	0.0518	98	1.0977	0.0112	1.0977	1.0477
No log	0.0528	100	1.4305	0.1249	1.4305	1.1960
No log	0.0539	102	1.4623	0.1098	1.4623	1.2093
No log	0.0549	104	1.2012	0.1199	1.2012	1.0960
No log	0.0560	106	1.2063	0.1361	1.2063	1.0983
No log	0.0571	108	1.2138	0.1539	1.2138	1.1017
No log	0.0581	110	1.1303	0.1533	1.1303	1.0631
No log	0.0592	112	1.1020	0.1913	1.1020	1.0498
No log	0.0602	114	1.3905	0.1327	1.3905	1.1792
No log	0.0613	116	1.8903	0.0615	1.8903	1.3749
No log	0.0623	118	2.0417	0.0422	2.0417	1.4289
No log	0.0634	120	1.8625	0.0444	1.8625	1.3647
No log	0.0644	122	1.4643	-0.0075	1.4643	1.2101
No log	0.0655	124	1.1294	0.0447	1.1294	1.0627
No log	0.0666	126	1.0589	0.1059	1.0589	1.0290
No log	0.0676	128	1.2127	0.1531	1.2127	1.1012
No log	0.0687	130	1.1490	0.1533	1.1490	1.0719
No log	0.0697	132	0.9529	0.0357	0.9529	0.9762
No log	0.0708	134	0.9349	0.0192	0.9349	0.9669
No log	0.0718	136	1.0422	0.0339	1.0422	1.0209
No log	0.0729	138	0.9578	0.0153	0.9578	0.9787
No log	0.0740	140	0.9457	0.0126	0.9457	0.9724
No log	0.0750	142	1.1076	0.1633	1.1076	1.0524
No log	0.0761	144	1.2804	0.1310	1.2804	1.1315
No log	0.0771	146	1.1920	0.1212	1.1920	1.0918
No log	0.0782	148	1.0453	0.1337	1.0453	1.0224
No log	0.0792	150	1.1600	0.1364	1.1600	1.0770
No log	0.0803	152	1.1957	0.1435	1.1957	1.0935
No log	0.0814	154	1.1054	0.1364	1.1054	1.0514
No log	0.0824	156	1.0148	0.1411	1.0148	1.0074
No log	0.0835	158	1.1383	0.1886	1.1383	1.0669
No log	0.0845	160	1.4579	0.1259	1.4579	1.2074
No log	0.0856	162	1.5482	0.1222	1.5482	1.2443
No log	0.0866	164	1.2482	0.1456	1.2482	1.1172
No log	0.0877	166	0.9524	0.1594	0.9524	0.9759
No log	0.0887	168	0.9399	0.1730	0.9399	0.9695
No log	0.0898	170	1.1200	0.1743	1.1200	1.0583
No log	0.0909	172	1.3832	0.1541	1.3832	1.1761
No log	0.0919	174	1.3287	0.1504	1.3287	1.1527
No log	0.0930	176	1.0355	0.1267	1.0355	1.0176
No log	0.0940	178	0.8480	0.1377	0.8480	0.9209
No log	0.0951	180	0.8450	0.1430	0.8450	0.9192
No log	0.0961	182	0.8564	0.1001	0.8564	0.9254
No log	0.0972	184	0.8615	0.0747	0.8615	0.9282
No log	0.0983	186	0.8874	0.1050	0.8874	0.9420
No log	0.0993	188	0.9546	0.1515	0.9546	0.9771
No log	0.1004	190	1.0693	0.1296	1.0693	1.0341
No log	0.1014	192	1.0415	0.1477	1.0415	1.0205
No log	0.1025	194	1.0820	0.1411	1.0820	1.0402
No log	0.1035	196	1.0473	0.1606	1.0473	1.0234
No log	0.1046	198	0.9099	0.2371	0.9099	0.9539
No log	0.1057	200	0.8621	0.2606	0.8621	0.9285
No log	0.1067	202	0.8479	0.2269	0.8479	0.9208
No log	0.1078	204	0.8471	0.2205	0.8471	0.9204
No log	0.1088	206	0.8727	0.2527	0.8727	0.9342
No log	0.1099	208	0.8658	0.2422	0.8658	0.9305
No log	0.1109	210	0.8717	0.2629	0.8717	0.9337
No log	0.1120	212	0.8836	0.2715	0.8836	0.9400
No log	0.1130	214	0.8790	0.2616	0.8790	0.9376
No log	0.1141	216	0.9527	0.1913	0.9527	0.9760
No log	0.1152	218	0.9300	0.2349	0.9300	0.9644
No log	0.1162	220	0.8454	0.2490	0.8454	0.9195
No log	0.1173	222	0.8249	0.2489	0.8249	0.9083
No log	0.1183	224	0.8435	0.2639	0.8435	0.9184
No log	0.1194	226	0.9864	0.3109	0.9864	0.9932
No log	0.1204	228	1.2634	0.1751	1.2634	1.1240
No log	0.1215	230	1.3213	0.1662	1.3213	1.1495
No log	0.1226	232	1.1665	0.2030	1.1665	1.0801
No log	0.1236	234	0.9544	0.3149	0.9544	0.9769
No log	0.1247	236	0.8635	0.2603	0.8635	0.9293
No log	0.1257	238	0.8672	0.2846	0.8672	0.9312
No log	0.1268	240	0.9516	0.2547	0.9516	0.9755
No log	0.1278	242	1.0747	0.2088	1.0747	1.0367
No log	0.1289	244	1.1442	0.1933	1.1442	1.0697
No log	0.1300	246	1.0530	0.2081	1.0530	1.0262
No log	0.1310	248	0.8817	0.2833	0.8817	0.9390
No log	0.1321	250	0.8176	0.3505	0.8176	0.9042
No log	0.1331	252	0.8144	0.2327	0.8144	0.9024
No log	0.1342	254	0.8052	0.1236	0.8052	0.8973
No log	0.1352	256	0.8476	0.0734	0.8476	0.9206
No log	0.1363	258	0.8365	0.0738	0.8365	0.9146
No log	0.1373	260	0.8015	0.0798	0.8015	0.8953
No log	0.1384	262	0.7884	0.1082	0.7884	0.8879
No log	0.1395	264	0.7943	0.0888	0.7943	0.8912
No log	0.1405	266	0.8138	0.0882	0.8138	0.9021
No log	0.1416	268	0.8872	0.1378	0.8872	0.9419
No log	0.1426	270	0.8769	0.1626	0.8769	0.9364
No log	0.1437	272	0.8361	0.1834	0.8361	0.9144
No log	0.1447	274	0.8078	0.1145	0.8078	0.8988
No log	0.1458	276	0.7961	0.1146	0.7961	0.8922
No log	0.1469	278	0.8423	0.0867	0.8423	0.9178
No log	0.1479	280	0.8217	0.0825	0.8217	0.9065
No log	0.1490	282	0.7902	0.0976	0.7902	0.8889
No log	0.1500	284	0.7933	0.1355	0.7933	0.8907
No log	0.1511	286	0.7956	0.1125	0.7956	0.8919
No log	0.1521	288	0.7849	0.1139	0.7849	0.8859
No log	0.1532	290	0.8113	0.1110	0.8113	0.9007
No log	0.1543	292	0.8610	0.1547	0.8610	0.9279
No log	0.1553	294	0.8320	0.1592	0.8320	0.9121
No log	0.1564	296	0.7630	0.1997	0.7630	0.8735
No log	0.1574	298	0.7469	0.2610	0.7469	0.8642
No log	0.1585	300	0.7834	0.2707	0.7834	0.8851
No log	0.1595	302	0.7778	0.2720	0.7778	0.8820
No log	0.1606	304	0.7320	0.2503	0.7320	0.8556
No log	0.1616	306	0.8559	0.2156	0.8559	0.9251
No log	0.1627	308	0.9599	0.2272	0.9599	0.9797
No log	0.1638	310	0.9081	0.2234	0.9081	0.9529
No log	0.1648	312	0.7506	0.2406	0.7506	0.8663
No log	0.1659	314	0.7285	0.2999	0.7285	0.8535
No log	0.1669	316	0.7215	0.2874	0.7215	0.8494
No log	0.1680	318	0.7434	0.2282	0.7434	0.8622
No log	0.1690	320	0.9019	0.2648	0.9019	0.9497
No log	0.1701	322	0.9914	0.2824	0.9914	0.9957
No log	0.1712	324	1.0707	0.2744	1.0707	1.0348
No log	0.1722	326	0.9690	0.3027	0.9690	0.9844
No log	0.1733	328	0.8475	0.2227	0.8475	0.9206
No log	0.1743	330	0.7922	0.2047	0.7922	0.8901
No log	0.1754	332	0.7963	0.1990	0.7963	0.8923
No log	0.1764	334	0.8202	0.2257	0.8202	0.9056
No log	0.1775	336	0.7462	0.2444	0.7462	0.8638
No log	0.1786	338	0.6868	0.2853	0.6868	0.8287
No log	0.1796	340	0.6876	0.2916	0.6876	0.8292
No log	0.1807	342	0.7201	0.2587	0.7201	0.8486
No log	0.1817	344	0.7887	0.2080	0.7887	0.8881
No log	0.1828	346	0.7657	0.1918	0.7657	0.8750
No log	0.1838	348	0.7338	0.3101	0.7338	0.8566
No log	0.1849	350	0.8389	0.2762	0.8389	0.9159
No log	0.1859	352	0.8219	0.2919	0.8219	0.9066
No log	0.1870	354	0.7418	0.2877	0.7418	0.8613
No log	0.1881	356	0.7800	0.1542	0.7800	0.8831
No log	0.1891	358	0.8107	0.1716	0.8107	0.9004
No log	0.1902	360	0.7653	0.2082	0.7653	0.8748
No log	0.1912	362	0.6882	0.2188	0.6882	0.8296
No log	0.1923	364	0.7126	0.4004	0.7126	0.8441
No log	0.1933	366	0.6858	0.3892	0.6858	0.8281
No log	0.1944	368	0.7075	0.2872	0.7075	0.8411
No log	0.1955	370	0.8297	0.2897	0.8297	0.9109
No log	0.1965	372	0.8091	0.2956	0.8091	0.8995
No log	0.1976	374	0.7386	0.3268	0.7386	0.8594
No log	0.1986	376	0.7115	0.3392	0.7115	0.8435
No log	0.1997	378	0.8368	0.3296	0.8368	0.9148
No log	0.2007	380	0.9733	0.3142	0.9733	0.9866
No log	0.2018	382	0.8905	0.3157	0.8905	0.9437
No log	0.2029	384	0.7381	0.2433	0.7381	0.8591
No log	0.2039	386	0.7387	0.2693	0.7387	0.8595
No log	0.2050	388	0.9093	0.3377	0.9093	0.9536
No log	0.2060	390	0.9502	0.3424	0.9502	0.9748
No log	0.2071	392	0.7620	0.3380	0.7620	0.8729
No log	0.2081	394	0.7191	0.3342	0.7191	0.8480
No log	0.2092	396	0.8251	0.3481	0.8251	0.9084
No log	0.2102	398	0.9789	0.3578	0.9789	0.9894
No log	0.2113	400	0.9125	0.3752	0.9125	0.9552
No log	0.2124	402	0.7349	0.3851	0.7349	0.8573
No log	0.2134	404	0.6845	0.4061	0.6845	0.8274
No log	0.2145	406	0.7235	0.3939	0.7235	0.8506
No log	0.2155	408	0.7413	0.3833	0.7413	0.8610
No log	0.2166	410	0.6644	0.4342	0.6644	0.8151
No log	0.2176	412	0.6610	0.4246	0.6610	0.8130
No log	0.2187	414	0.6414	0.4531	0.6414	0.8009
No log	0.2198	416	0.6725	0.4613	0.6725	0.8200
No log	0.2208	418	0.7333	0.4099	0.7333	0.8563
No log	0.2219	420	0.6894	0.4356	0.6894	0.8303
No log	0.2229	422	0.6322	0.4565	0.6322	0.7951
No log	0.2240	424	0.6414	0.4128	0.6414	0.8009
No log	0.2250	426	0.6429	0.4198	0.6429	0.8018
No log	0.2261	428	0.6991	0.3945	0.6991	0.8361
No log	0.2272	430	0.6880	0.4195	0.6880	0.8295
No log	0.2282	432	0.6453	0.4317	0.6453	0.8033
No log	0.2293	434	0.6468	0.4145	0.6468	0.8043
No log	0.2303	436	0.6417	0.4591	0.6417	0.8010
No log	0.2314	438	0.6411	0.4548	0.6411	0.8007
No log	0.2324	440	0.6565	0.4341	0.6565	0.8103
No log	0.2335	442	0.6842	0.4410	0.6842	0.8272
No log	0.2345	444	0.6691	0.4436	0.6691	0.8180
No log	0.2356	446	0.6759	0.4688	0.6759	0.8221
No log	0.2367	448	0.7686	0.4266	0.7686	0.8767
No log	0.2377	450	0.9384	0.3673	0.9384	0.9687
No log	0.2388	452	0.8833	0.3643	0.8833	0.9398
No log	0.2398	454	0.7466	0.4171	0.7466	0.8641
No log	0.2409	456	0.6866	0.3889	0.6866	0.8286
No log	0.2419	458	0.7565	0.3899	0.7565	0.8698
No log	0.2430	460	0.8481	0.3770	0.8481	0.9209
No log	0.2441	462	0.9544	0.3466	0.9544	0.9769
No log	0.2451	464	0.8913	0.3666	0.8913	0.9441
No log	0.2462	466	0.7745	0.3857	0.7745	0.8800
No log	0.2472	468	0.9258	0.3290	0.9258	0.9622
No log	0.2483	470	1.0347	0.3238	1.0347	1.0172
No log	0.2493	472	1.0328	0.3053	1.0328	1.0163
No log	0.2504	474	0.7958	0.3320	0.7958	0.8921
No log	0.2515	476	0.8294	0.3430	0.8294	0.9107
No log	0.2525	478	1.1256	0.2935	1.1256	1.0610
No log	0.2536	480	0.9235	0.3478	0.9235	0.9610
No log	0.2546	482	0.9641	0.3507	0.9641	0.9819
No log	0.2557	484	1.2999	0.3030	1.2999	1.1401
No log	0.2567	486	0.8865	0.3715	0.8865	0.9416
No log	0.2578	488	0.8427	0.3766	0.8427	0.9180
No log	0.2588	490	0.8790	0.3742	0.8790	0.9375
No log	0.2599	492	1.1070	0.3387	1.1070	1.0522
No log	0.2610	494	1.0735	0.3413	1.0735	1.0361
No log	0.2620	496	1.0099	0.3478	1.0099	1.0050
No log	0.2631	498	0.8517	0.3704	0.8517	0.9229
1.0367	0.2641	500	1.0408	0.3400	1.0408	1.0202
1.0367	0.2652	502	1.3659	0.2703	1.3659	1.1687
1.0367	0.2662	504	1.0179	0.3407	1.0179	1.0089
1.0367	0.2673	506	0.7672	0.3934	0.7672	0.8759
1.0367	0.2684	508	0.8605	0.3541	0.8605	0.9276
1.0367	0.2694	510	1.1956	0.3249	1.1956	1.0934
1.0367	0.2705	512	0.9628	0.3477	0.9628	0.9812
1.0367	0.2715	514	0.6660	0.4154	0.6660	0.8161
1.0367	0.2726	516	0.6541	0.4251	0.6541	0.8088
1.0367	0.2736	518	0.7564	0.3795	0.7564	0.8697
1.0367	0.2747	520	1.0383	0.3593	1.0383	1.0190
1.0367	0.2758	522	0.8740	0.3597	0.8740	0.9349
1.0367	0.2768	524	0.6617	0.4222	0.6617	0.8134
1.0367	0.2779	526	0.6772	0.4114	0.6772	0.8229
1.0367	0.2789	528	0.8080	0.3645	0.8080	0.8989
1.0367	0.2800	530	0.6966	0.3985	0.6966	0.8346
1.0367	0.2810	532	0.6793	0.4217	0.6793	0.8242
1.0367	0.2821	534	0.6825	0.4070	0.6825	0.8261
1.0367	0.2831	536	0.8314	0.3318	0.8314	0.9118
1.0367	0.2842	538	0.7576	0.3252	0.7576	0.8704
1.0367	0.2853	540	0.7558	0.3159	0.7558	0.8694
1.0367	0.2863	542	0.9234	0.3350	0.9234	0.9609
1.0367	0.2874	544	0.9099	0.3354	0.9099	0.9539

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ASAP_FineTuningBERT_AugV4_k20_task1_organization_fold4

ASAP_FineTuningBERT_AugV4_k20_task1_organization_fold4

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ASAP_FineTuningBERT_AugV4_k20_task1_organization_fold4