Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0014	2	9.7533	0.0036	9.7533	3.1230
No log	0.0027	4	8.2768	0.0	8.2768	2.8769
No log	0.0041	6	7.2703	0.0	7.2703	2.6963
No log	0.0055	8	6.5224	0.0	6.5224	2.5539
No log	0.0069	10	5.7462	0.0189	5.7462	2.3971
No log	0.0082	12	4.9261	0.0112	4.9261	2.2195
No log	0.0096	14	4.1236	0.0077	4.1236	2.0307
No log	0.0110	16	3.3857	0.0039	3.3857	1.8400
No log	0.0123	18	2.6863	0.0	2.6863	1.6390
No log	0.0137	20	2.1113	0.0616	2.1113	1.4530
No log	0.0151	22	1.6106	0.0382	1.6106	1.2691
No log	0.0165	24	1.2586	0.0316	1.2586	1.1219
No log	0.0178	26	1.0086	0.0316	1.0086	1.0043
No log	0.0192	28	0.8431	0.2600	0.8431	0.9182
No log	0.0206	30	0.7735	0.1169	0.7735	0.8795
No log	0.0219	32	0.8039	0.0689	0.8039	0.8966
No log	0.0233	34	0.7922	0.0689	0.7922	0.8901
No log	0.0247	36	0.8943	0.0521	0.8943	0.9457
No log	0.0261	38	1.0027	0.0521	1.0027	1.0013
No log	0.0274	40	0.9624	0.0174	0.9624	0.9810
No log	0.0288	42	1.0259	0.0174	1.0259	1.0129
No log	0.0302	44	0.8890	0.0521	0.8890	0.9428
No log	0.0316	46	0.8324	0.2245	0.8324	0.9124
No log	0.0329	48	0.7716	0.0631	0.7716	0.8784
No log	0.0343	50	1.0315	0.0174	1.0315	1.0156
No log	0.0357	52	1.0104	0.0174	1.0104	1.0052
No log	0.0370	54	0.9160	0.0174	0.9160	0.9571
No log	0.0384	56	0.8934	0.0	0.8934	0.9452
No log	0.0398	58	0.9093	0.0	0.9093	0.9536
No log	0.0412	60	1.0396	0.0	1.0396	1.0196
No log	0.0425	62	1.1235	0.0	1.1235	1.0600
No log	0.0439	64	1.0637	0.0	1.0637	1.0314
No log	0.0453	66	0.9767	0.0	0.9767	0.9883
No log	0.0466	68	1.0071	0.0	1.0071	1.0036
No log	0.0480	70	1.1191	0.0	1.1191	1.0579
No log	0.0494	72	1.1096	0.0	1.1096	1.0534
No log	0.0508	74	0.9749	0.0	0.9749	0.9874
No log	0.0521	76	0.9144	0.0	0.9144	0.9563
No log	0.0535	78	0.8471	0.0174	0.8471	0.9204
No log	0.0549	80	0.8312	0.0174	0.8312	0.9117
No log	0.0562	82	0.8486	0.0174	0.8486	0.9212
No log	0.0576	84	1.0055	0.0174	1.0055	1.0028
No log	0.0590	86	1.1179	0.0174	1.1179	1.0573
No log	0.0604	88	1.0031	0.0187	1.0031	1.0016
No log	0.0617	90	0.8980	0.0174	0.8980	0.9476
No log	0.0631	92	0.9131	0.0878	0.9131	0.9556
No log	0.0645	94	1.1000	0.1325	1.1000	1.0488
No log	0.0658	96	1.3014	0.0670	1.3014	1.1408
No log	0.0672	98	1.3406	0.0665	1.3406	1.1579
No log	0.0686	100	1.2929	0.0444	1.2929	1.1371
No log	0.0700	102	1.1649	0.0820	1.1649	1.0793
No log	0.0713	104	1.1167	0.1166	1.1167	1.0567
No log	0.0727	106	1.1496	0.1101	1.1496	1.0722
No log	0.0741	108	1.2303	0.0858	1.2303	1.1092
No log	0.0754	110	1.2761	0.0778	1.2761	1.1296
No log	0.0768	112	1.2103	0.1128	1.2103	1.1002
No log	0.0782	114	1.0361	0.0588	1.0361	1.0179
No log	0.0796	116	0.9815	0.0371	0.9815	0.9907
No log	0.0809	118	1.0980	0.1880	1.0980	1.0479
No log	0.0823	120	1.2262	0.1122	1.2262	1.1074
No log	0.0837	122	1.3228	0.1322	1.3228	1.1501
No log	0.0850	124	1.0547	0.2092	1.0547	1.0270
No log	0.0864	126	0.9427	0.1942	0.9427	0.9709
No log	0.0878	128	0.9345	0.2185	0.9345	0.9667
No log	0.0892	130	1.0501	0.1991	1.0501	1.0247
No log	0.0905	132	1.0747	0.1639	1.0747	1.0367
No log	0.0919	134	1.0713	0.1949	1.0713	1.0350
No log	0.0933	136	0.8605	0.0949	0.8605	0.9277
No log	0.0947	138	0.7675	0.0830	0.7675	0.8761
No log	0.0960	140	0.7731	0.0707	0.7731	0.8792
No log	0.0974	142	0.7680	0.0981	0.7680	0.8764
No log	0.0988	144	0.7731	0.0748	0.7731	0.8792
No log	0.1001	146	0.8655	0.1526	0.8655	0.9303
No log	0.1015	148	0.8429	0.1489	0.8429	0.9181
No log	0.1029	150	0.7588	0.1075	0.7588	0.8711
No log	0.1043	152	0.7640	0.1256	0.7640	0.8741
No log	0.1056	154	0.8049	0.1234	0.8049	0.8972
No log	0.1070	156	0.9368	0.2326	0.9368	0.9679
No log	0.1084	158	1.0041	0.2184	1.0041	1.0021
No log	0.1097	160	0.9160	0.2571	0.9160	0.9571
No log	0.1111	162	0.8823	0.2549	0.8823	0.9393
No log	0.1125	164	0.9748	0.2548	0.9748	0.9873
No log	0.1139	166	0.8941	0.2766	0.8941	0.9456
No log	0.1152	168	0.8389	0.2673	0.8389	0.9159
No log	0.1166	170	0.8565	0.3040	0.8565	0.9255
No log	0.1180	172	1.0902	0.2606	1.0902	1.0441
No log	0.1193	174	1.0188	0.2577	1.0188	1.0093
No log	0.1207	176	0.9644	0.2707	0.9644	0.9820
No log	0.1221	178	0.8951	0.2432	0.8951	0.9461
No log	0.1235	180	0.9733	0.2521	0.9733	0.9866
No log	0.1248	182	1.1250	0.2368	1.1250	1.0606
No log	0.1262	184	1.0731	0.2451	1.0731	1.0359
No log	0.1276	186	0.9145	0.2188	0.9145	0.9563
No log	0.1289	188	0.8951	0.2039	0.8951	0.9461
No log	0.1303	190	0.8718	0.1854	0.8718	0.9337
No log	0.1317	192	1.0962	0.2098	1.0962	1.0470
No log	0.1331	194	1.2495	0.2039	1.2495	1.1178
No log	0.1344	196	0.9744	0.1984	0.9744	0.9871
No log	0.1358	198	0.8403	0.1741	0.8403	0.9167
No log	0.1372	200	0.8313	0.1101	0.8313	0.9118
No log	0.1385	202	0.9447	0.2052	0.9447	0.9720
No log	0.1399	204	1.0896	0.2156	1.0896	1.0438
No log	0.1413	206	1.0066	0.2257	1.0066	1.0033
No log	0.1427	208	0.7926	0.1573	0.7926	0.8903
No log	0.1440	210	0.7283	0.1333	0.7283	0.8534
No log	0.1454	212	0.7319	0.1665	0.7319	0.8555
No log	0.1468	214	0.7786	0.2049	0.7786	0.8824
No log	0.1481	216	0.9256	0.2573	0.9256	0.9621
No log	0.1495	218	0.8518	0.2615	0.8518	0.9230
No log	0.1509	220	0.7725	0.1828	0.7725	0.8789
No log	0.1523	222	0.7587	0.2032	0.7587	0.8711
No log	0.1536	224	0.7521	0.1721	0.7521	0.8673
No log	0.1550	226	0.8056	0.1881	0.8056	0.8976
No log	0.1564	228	0.9179	0.2515	0.9179	0.9581
No log	0.1578	230	0.8753	0.1830	0.8753	0.9355
No log	0.1591	232	0.7733	0.1809	0.7733	0.8794
No log	0.1605	234	0.7596	0.1723	0.7596	0.8715
No log	0.1619	236	0.7546	0.1978	0.7546	0.8687
No log	0.1632	238	0.7392	0.2041	0.7392	0.8598
No log	0.1646	240	0.7357	0.2489	0.7357	0.8578
No log	0.1660	242	0.7216	0.2574	0.7216	0.8494
No log	0.1674	244	0.7266	0.2817	0.7266	0.8524
No log	0.1687	246	0.8373	0.3383	0.8373	0.9150
No log	0.1701	248	0.9009	0.3551	0.9009	0.9492
No log	0.1715	250	0.7418	0.3470	0.7418	0.8613
No log	0.1728	252	0.7536	0.3195	0.7536	0.8681
No log	0.1742	254	0.7249	0.3286	0.7249	0.8514
No log	0.1756	256	0.7445	0.3312	0.7445	0.8628
No log	0.1770	258	0.7268	0.3487	0.7268	0.8525
No log	0.1783	260	0.7376	0.3536	0.7376	0.8588
No log	0.1797	262	0.7656	0.3463	0.7656	0.8750
No log	0.1811	264	0.7809	0.3157	0.7809	0.8837
No log	0.1824	266	0.8357	0.3156	0.8357	0.9142
No log	0.1838	268	0.7814	0.3035	0.7814	0.8839
No log	0.1852	270	0.7504	0.3160	0.7504	0.8662
No log	0.1866	272	0.7342	0.3005	0.7342	0.8569
No log	0.1879	274	0.7496	0.3036	0.7496	0.8658
No log	0.1893	276	0.7259	0.2927	0.7259	0.8520
No log	0.1907	278	0.7090	0.2887	0.7090	0.8420
No log	0.1920	280	0.6994	0.2871	0.6994	0.8363
No log	0.1934	282	0.6990	0.3609	0.6990	0.8361
No log	0.1948	284	0.8520	0.3238	0.8520	0.9230
No log	0.1962	286	0.9192	0.3575	0.9192	0.9588
No log	0.1975	288	0.7532	0.3925	0.7532	0.8679
No log	0.1989	290	0.8013	0.3170	0.8013	0.8952
No log	0.2003	292	0.7922	0.3294	0.7922	0.8900
No log	0.2016	294	0.7226	0.3851	0.7226	0.8501
No log	0.2030	296	0.7741	0.3483	0.7741	0.8798
No log	0.2044	298	0.7629	0.3479	0.7629	0.8735
No log	0.2058	300	0.7081	0.3470	0.7081	0.8415
No log	0.2071	302	0.7524	0.3434	0.7524	0.8674
No log	0.2085	304	0.7991	0.3296	0.7991	0.8939
No log	0.2099	306	0.7908	0.3399	0.7908	0.8893
No log	0.2112	308	0.7866	0.3638	0.7866	0.8869
No log	0.2126	310	0.7111	0.3714	0.7111	0.8432
No log	0.2140	312	0.7607	0.3723	0.7607	0.8722
No log	0.2154	314	0.9240	0.3767	0.9240	0.9613
No log	0.2167	316	0.7941	0.3749	0.7941	0.8912
No log	0.2181	318	0.7356	0.3697	0.7356	0.8577
No log	0.2195	320	0.7559	0.3865	0.7559	0.8694
No log	0.2209	322	0.7160	0.3947	0.7160	0.8462
No log	0.2222	324	0.6667	0.3453	0.6667	0.8165
No log	0.2236	326	0.6648	0.3807	0.6648	0.8153
No log	0.2250	328	0.6851	0.3884	0.6851	0.8277
No log	0.2263	330	0.6510	0.3472	0.6510	0.8068
No log	0.2277	332	0.6565	0.3582	0.6565	0.8102
No log	0.2291	334	0.7861	0.2859	0.7861	0.8867
No log	0.2305	336	0.7210	0.3659	0.7210	0.8491
No log	0.2318	338	0.6451	0.3904	0.6451	0.8032
No log	0.2332	340	0.6520	0.3999	0.6520	0.8075
No log	0.2346	342	0.6941	0.3903	0.6941	0.8331
No log	0.2359	344	0.8837	0.2536	0.8837	0.9401
No log	0.2373	346	0.8190	0.3078	0.8190	0.9050
No log	0.2387	348	0.6749	0.3476	0.6749	0.8215
No log	0.2401	350	0.7909	0.3438	0.7909	0.8894
No log	0.2414	352	0.7844	0.3455	0.7844	0.8857
No log	0.2428	354	0.6765	0.3183	0.6765	0.8225
No log	0.2442	356	0.7090	0.3552	0.7090	0.8420
No log	0.2455	358	0.7015	0.3534	0.7015	0.8375
No log	0.2469	360	0.6608	0.3177	0.6608	0.8129
No log	0.2483	362	0.7190	0.3701	0.7190	0.8479
No log	0.2497	364	0.6964	0.3699	0.6964	0.8345
No log	0.2510	366	0.6694	0.3746	0.6694	0.8182
No log	0.2524	368	0.6765	0.3857	0.6765	0.8225
No log	0.2538	370	0.6652	0.4045	0.6652	0.8156
No log	0.2551	372	0.7090	0.4200	0.7090	0.8420
No log	0.2565	374	0.6991	0.4172	0.6991	0.8361
No log	0.2579	376	0.6662	0.4130	0.6662	0.8162
No log	0.2593	378	0.7043	0.4089	0.7043	0.8392
No log	0.2606	380	0.8257	0.3585	0.8257	0.9087
No log	0.2620	382	0.7477	0.3532	0.7477	0.8647
No log	0.2634	384	0.6999	0.3066	0.6999	0.8366
No log	0.2647	386	0.7399	0.3467	0.7399	0.8602
No log	0.2661	388	0.8239	0.3545	0.8239	0.9077
No log	0.2675	390	0.7015	0.4297	0.7015	0.8375
No log	0.2689	392	0.7101	0.3453	0.7101	0.8427
No log	0.2702	394	0.7808	0.3420	0.7808	0.8836
No log	0.2716	396	0.6811	0.3982	0.6811	0.8253
No log	0.2730	398	0.9005	0.3636	0.9005	0.9489
No log	0.2743	400	1.2736	0.2793	1.2736	1.1285
No log	0.2757	402	1.1715	0.2885	1.1715	1.0824
No log	0.2771	404	0.7651	0.3923	0.7651	0.8747
No log	0.2785	406	0.6858	0.3475	0.6858	0.8281
No log	0.2798	408	0.7752	0.2926	0.7752	0.8804
No log	0.2812	410	0.7124	0.3288	0.7124	0.8440
No log	0.2826	412	0.7387	0.3307	0.7387	0.8595
No log	0.2840	414	1.0668	0.2625	1.0668	1.0328
No log	0.2853	416	1.1050	0.2445	1.1050	1.0512
No log	0.2867	418	0.8710	0.2929	0.8710	0.9333
No log	0.2881	420	0.7243	0.2918	0.7243	0.8510
No log	0.2894	422	0.7255	0.2957	0.7255	0.8517
No log	0.2908	424	0.7255	0.3131	0.7255	0.8518
No log	0.2922	426	0.8246	0.2839	0.8246	0.9081
No log	0.2936	428	1.1515	0.2205	1.1515	1.0731
No log	0.2949	430	1.1982	0.2133	1.1982	1.0946
No log	0.2963	432	0.9514	0.2752	0.9514	0.9754
No log	0.2977	434	0.7330	0.2906	0.7330	0.8561
No log	0.2990	436	0.7231	0.2962	0.7231	0.8504
No log	0.3004	438	0.7152	0.3067	0.7152	0.8457
No log	0.3018	440	0.7345	0.2882	0.7345	0.8570
No log	0.3032	442	0.8038	0.3424	0.8038	0.8965
No log	0.3045	444	0.7383	0.3048	0.7383	0.8592
No log	0.3059	446	0.7449	0.3189	0.7449	0.8631
No log	0.3073	448	0.8119	0.3700	0.8119	0.9010
No log	0.3086	450	0.7232	0.3504	0.7232	0.8504
No log	0.3100	452	0.6882	0.3674	0.6882	0.8296
No log	0.3114	454	0.7467	0.3118	0.7467	0.8641
No log	0.3128	456	0.6992	0.3578	0.6992	0.8362
No log	0.3141	458	0.7157	0.3767	0.7157	0.8460
No log	0.3155	460	0.9261	0.3232	0.9261	0.9623
No log	0.3169	462	0.8898	0.3344	0.8898	0.9433
No log	0.3182	464	0.6984	0.3640	0.6984	0.8357
No log	0.3196	466	0.6827	0.3317	0.6827	0.8263
No log	0.3210	468	0.6807	0.3249	0.6807	0.8251
No log	0.3224	470	0.6703	0.3693	0.6703	0.8187
No log	0.3237	472	0.6722	0.3490	0.6722	0.8199
No log	0.3251	474	0.6808	0.3263	0.6808	0.8251
No log	0.3265	476	0.6629	0.3346	0.6629	0.8142
No log	0.3278	478	0.6581	0.3934	0.6581	0.8113
No log	0.3292	480	0.6516	0.3388	0.6516	0.8072
No log	0.3306	482	0.6536	0.3402	0.6536	0.8085
No log	0.3320	484	0.6662	0.3754	0.6662	0.8162
No log	0.3333	486	0.6653	0.3392	0.6653	0.8157
No log	0.3347	488	0.6834	0.3338	0.6834	0.8267
No log	0.3361	490	0.6863	0.3600	0.6863	0.8284
No log	0.3374	492	0.7147	0.3562	0.7147	0.8454
No log	0.3388	494	0.7754	0.3479	0.7754	0.8806
No log	0.3402	496	0.7242	0.3612	0.7242	0.8510
No log	0.3416	498	0.7149	0.4010	0.7149	0.8455
0.9669	0.3429	500	0.7262	0.3602	0.7262	0.8522
0.9669	0.3443	502	0.7355	0.3625	0.7355	0.8576
0.9669	0.3457	504	0.6959	0.3935	0.6959	0.8342
0.9669	0.3471	506	0.6966	0.3899	0.6966	0.8346
0.9669	0.3484	508	0.7057	0.3750	0.7057	0.8401
0.9669	0.3498	510	0.6908	0.3572	0.6908	0.8311
0.9669	0.3512	512	0.6750	0.3677	0.6750	0.8216
0.9669	0.3525	514	0.6761	0.3745	0.6761	0.8222
0.9669	0.3539	516	0.7382	0.4135	0.7382	0.8592
0.9669	0.3553	518	0.9525	0.3915	0.9525	0.9760
0.9669	0.3567	520	0.8671	0.4132	0.8671	0.9312
0.9669	0.3580	522	0.7406	0.4074	0.7406	0.8606
0.9669	0.3594	524	0.6949	0.3844	0.6949	0.8336
0.9669	0.3608	526	0.6665	0.3911	0.6665	0.8164
0.9669	0.3621	528	0.7368	0.4539	0.7368	0.8584
0.9669	0.3635	530	1.0025	0.3219	1.0025	1.0012
0.9669	0.3649	532	0.9487	0.3424	0.9487	0.9740
0.9669	0.3663	534	0.7002	0.4073	0.7002	0.8368
0.9669	0.3676	536	0.6847	0.3439	0.6847	0.8274
0.9669	0.3690	538	0.8424	0.2868	0.8424	0.9178
0.9669	0.3704	540	0.8015	0.2908	0.8015	0.8953
0.9669	0.3717	542	0.6625	0.3383	0.6625	0.8140
0.9669	0.3731	544	0.6901	0.3445	0.6901	0.8307

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ASAP_FineTuningBERT_AugV4_k15_task1_organization_fold0

ASAP_FineTuningBERT_AugV4_k15_task1_organization_fold0

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ASAP_FineTuningBERT_AugV4_k15_task1_organization_fold0