Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0333	2	5.3166	-0.0395	5.3166	2.3058
No log	0.0667	4	3.6457	0.0230	3.6457	1.9094
No log	0.1	6	2.7053	-0.1194	2.7053	1.6448
No log	0.1333	8	2.6207	-0.1629	2.6207	1.6189
No log	0.1667	10	1.9213	-0.0704	1.9213	1.3861
No log	0.2	12	1.3503	0.1352	1.3503	1.1620
No log	0.2333	14	1.3015	0.2440	1.3015	1.1408
No log	0.2667	16	1.2789	0.1785	1.2789	1.1309
No log	0.3	18	1.3149	0.1269	1.3149	1.1467
No log	0.3333	20	1.1669	0.1638	1.1669	1.0802
No log	0.3667	22	1.1585	0.0866	1.1585	1.0764
No log	0.4	24	1.1698	0.0782	1.1698	1.0816
No log	0.4333	26	1.1429	0.2004	1.1429	1.0690
No log	0.4667	28	1.1248	0.2217	1.1248	1.0606
No log	0.5	30	1.1258	0.1732	1.1258	1.0610
No log	0.5333	32	1.1772	0.0968	1.1772	1.0850
No log	0.5667	34	1.1974	0.1189	1.1974	1.0943
No log	0.6	36	1.2034	0.0884	1.2034	1.0970
No log	0.6333	38	1.1819	0.1269	1.1819	1.0872
No log	0.6667	40	1.1716	0.2056	1.1716	1.0824
No log	0.7	42	1.1853	0.3126	1.1853	1.0887
No log	0.7333	44	1.2462	0.2067	1.2462	1.1163
No log	0.7667	46	1.2588	0.1059	1.2588	1.1220
No log	0.8	48	1.1689	0.2638	1.1689	1.0812
No log	0.8333	50	1.0735	0.3260	1.0735	1.0361
No log	0.8667	52	1.0989	0.2315	1.0989	1.0483
No log	0.9	54	1.2064	0.1966	1.2064	1.0984
No log	0.9333	56	1.2446	0.2130	1.2446	1.1156
No log	0.9667	58	1.1501	0.2467	1.1501	1.0724
No log	1.0	60	0.9664	0.4014	0.9664	0.9831
No log	1.0333	62	0.9357	0.4704	0.9357	0.9673
No log	1.0667	64	0.9049	0.4976	0.9049	0.9513
No log	1.1	66	0.8849	0.4827	0.8849	0.9407
No log	1.1333	68	0.9390	0.4525	0.9390	0.9690
No log	1.1667	70	1.0606	0.3505	1.0606	1.0299
No log	1.2	72	1.1783	0.2741	1.1783	1.0855
No log	1.2333	74	1.1867	0.2400	1.1867	1.0894
No log	1.2667	76	1.1450	0.3866	1.1450	1.0700
No log	1.3	78	1.0747	0.4543	1.0747	1.0367
No log	1.3333	80	1.0626	0.4748	1.0626	1.0308
No log	1.3667	82	1.0387	0.4747	1.0387	1.0192
No log	1.4	84	1.1405	0.3588	1.1405	1.0680
No log	1.4333	86	1.3402	0.2854	1.3402	1.1577
No log	1.4667	88	1.3489	0.3136	1.3489	1.1614
No log	1.5	90	1.3017	0.2922	1.3017	1.1409
No log	1.5333	92	1.2265	0.3774	1.2265	1.1075
No log	1.5667	94	1.1486	0.4152	1.1486	1.0717
No log	1.6	96	1.0961	0.4607	1.0961	1.0470
No log	1.6333	98	1.0439	0.5087	1.0439	1.0217
No log	1.6667	100	1.1509	0.4732	1.1509	1.0728
No log	1.7	102	1.2459	0.4786	1.2459	1.1162
No log	1.7333	104	1.2963	0.4789	1.2963	1.1385
No log	1.7667	106	1.2758	0.5115	1.2758	1.1295
No log	1.8	108	1.1739	0.5181	1.1739	1.0835
No log	1.8333	110	1.0591	0.5876	1.0591	1.0291
No log	1.8667	112	0.9764	0.6146	0.9764	0.9881
No log	1.9	114	0.9546	0.5713	0.9546	0.9771
No log	1.9333	116	1.0166	0.4554	1.0166	1.0083
No log	1.9667	118	1.0926	0.4514	1.0926	1.0453
No log	2.0	120	1.1832	0.3927	1.1832	1.0877
No log	2.0333	122	1.1785	0.4705	1.1785	1.0856
No log	2.0667	124	1.1229	0.5260	1.1229	1.0597
No log	2.1	126	0.9341	0.5840	0.9341	0.9665
No log	2.1333	128	0.8731	0.6451	0.8731	0.9344
No log	2.1667	130	0.9257	0.5814	0.9257	0.9621
No log	2.2	132	1.1912	0.5479	1.1912	1.0914
No log	2.2333	134	1.5300	0.4475	1.5300	1.2369
No log	2.2667	136	1.6265	0.4179	1.6265	1.2753
No log	2.3	138	1.5051	0.4178	1.5051	1.2268
No log	2.3333	140	1.2010	0.4865	1.2010	1.0959
No log	2.3667	142	1.0564	0.5061	1.0564	1.0278
No log	2.4	144	1.0362	0.5415	1.0362	1.0180
No log	2.4333	146	1.1020	0.5014	1.1020	1.0498
No log	2.4667	148	1.2353	0.4566	1.2353	1.1115
No log	2.5	150	1.1858	0.4579	1.1858	1.0890
No log	2.5333	152	1.0811	0.4995	1.0811	1.0397
No log	2.5667	154	1.0640	0.5404	1.0640	1.0315
No log	2.6	156	1.0522	0.5799	1.0522	1.0258
No log	2.6333	158	1.0338	0.5666	1.0338	1.0168
No log	2.6667	160	1.0697	0.5712	1.0697	1.0342
No log	2.7	162	1.1545	0.5569	1.1545	1.0745
No log	2.7333	164	1.3249	0.5169	1.3249	1.1510
No log	2.7667	166	1.3455	0.5175	1.3455	1.1600
No log	2.8	168	1.2610	0.5218	1.2610	1.1230
No log	2.8333	170	1.1145	0.5613	1.1145	1.0557
No log	2.8667	172	1.1051	0.5613	1.1051	1.0512
No log	2.9	174	1.0183	0.5641	1.0183	1.0091
No log	2.9333	176	1.0906	0.5499	1.0906	1.0443
No log	2.9667	178	1.3436	0.4804	1.3436	1.1591
No log	3.0	180	1.4000	0.4592	1.4000	1.1832
No log	3.0333	182	1.2349	0.4834	1.2349	1.1112
No log	3.0667	184	1.0316	0.5700	1.0316	1.0157
No log	3.1	186	1.0021	0.5875	1.0021	1.0011
No log	3.1333	188	0.9344	0.6003	0.9344	0.9666
No log	3.1667	190	0.9499	0.6003	0.9499	0.9746
No log	3.2	192	1.0655	0.5480	1.0655	1.0322
No log	3.2333	194	1.1512	0.5140	1.1512	1.0729
No log	3.2667	196	1.1937	0.5208	1.1937	1.0926
No log	3.3	198	1.4328	0.5001	1.4328	1.1970
No log	3.3333	200	1.6030	0.4646	1.6030	1.2661
No log	3.3667	202	1.4889	0.4884	1.4889	1.2202
No log	3.4	204	1.4140	0.4932	1.4140	1.1891
No log	3.4333	206	1.4486	0.4927	1.4486	1.2036
No log	3.4667	208	1.3599	0.4927	1.3599	1.1662
No log	3.5	210	1.3248	0.5001	1.3248	1.1510
No log	3.5333	212	1.3516	0.4958	1.3516	1.1626
No log	3.5667	214	1.2970	0.4538	1.2970	1.1388
No log	3.6	216	1.1551	0.4894	1.1551	1.0748
No log	3.6333	218	1.1253	0.5244	1.1253	1.0608
No log	3.6667	220	1.2188	0.5007	1.2188	1.1040
No log	3.7	222	1.2580	0.4967	1.2580	1.1216
No log	3.7333	224	1.2159	0.5343	1.2159	1.1027
No log	3.7667	226	1.1738	0.5343	1.1738	1.0834
No log	3.8	228	1.1883	0.5377	1.1883	1.0901
No log	3.8333	230	1.1577	0.5427	1.1577	1.0760
No log	3.8667	232	1.1952	0.5130	1.1952	1.0933
No log	3.9	234	1.3247	0.4881	1.3247	1.1510
No log	3.9333	236	1.2927	0.4962	1.2927	1.1370
No log	3.9667	238	1.2771	0.4962	1.2771	1.1301
No log	4.0	240	1.2071	0.4967	1.2071	1.0987
No log	4.0333	242	1.0777	0.5523	1.0777	1.0381
No log	4.0667	244	1.0329	0.5669	1.0329	1.0163
No log	4.1	246	1.0887	0.5614	1.0887	1.0434
No log	4.1333	248	1.2419	0.4967	1.2419	1.1144
No log	4.1667	250	1.3070	0.4804	1.3070	1.1432
No log	4.2	252	1.2412	0.5299	1.2412	1.1141
No log	4.2333	254	1.0964	0.5518	1.0964	1.0471
No log	4.2667	256	1.0156	0.5863	1.0156	1.0078
No log	4.3	258	1.0900	0.5604	1.0900	1.0441
No log	4.3333	260	1.2717	0.5001	1.2717	1.1277
No log	4.3667	262	1.4799	0.4400	1.4799	1.2165
No log	4.4	264	1.4662	0.4240	1.4662	1.2108
No log	4.4333	266	1.3104	0.4800	1.3104	1.1447
No log	4.4667	268	1.1330	0.5267	1.1330	1.0644
No log	4.5	270	1.0280	0.5748	1.0280	1.0139
No log	4.5333	272	1.0343	0.5748	1.0343	1.0170
No log	4.5667	274	1.0719	0.5692	1.0719	1.0353
No log	4.6	276	1.0508	0.5799	1.0508	1.0251
No log	4.6333	278	1.0076	0.5884	1.0076	1.0038
No log	4.6667	280	0.9373	0.6085	0.9373	0.9682
No log	4.7	282	0.9549	0.5985	0.9549	0.9772
No log	4.7333	284	1.0282	0.5873	1.0282	1.0140
No log	4.7667	286	1.0396	0.5873	1.0396	1.0196
No log	4.8	288	1.0912	0.5618	1.0912	1.0446
No log	4.8333	290	1.0785	0.5660	1.0785	1.0385
No log	4.8667	292	1.0549	0.5744	1.0549	1.0271
No log	4.9	294	1.0573	0.5744	1.0573	1.0283
No log	4.9333	296	1.0144	0.5810	1.0144	1.0072
No log	4.9667	298	1.0723	0.5723	1.0723	1.0355
No log	5.0	300	1.0795	0.5637	1.0795	1.0390
No log	5.0333	302	1.0878	0.5799	1.0878	1.0430
No log	5.0667	304	1.1687	0.5338	1.1687	1.0810
No log	5.1	306	1.1386	0.5604	1.1386	1.0671
No log	5.1333	308	1.0045	0.5642	1.0045	1.0022
No log	5.1667	310	0.9822	0.5869	0.9822	0.9910
No log	5.2	312	0.9793	0.5858	0.9793	0.9896
No log	5.2333	314	0.9738	0.5950	0.9738	0.9868
No log	5.2667	316	0.9387	0.5822	0.9387	0.9689
No log	5.3	318	0.9222	0.5822	0.9222	0.9603
No log	5.3333	320	0.8707	0.5864	0.8707	0.9331
No log	5.3667	322	0.9472	0.5833	0.9472	0.9733
No log	5.4	324	1.1096	0.5501	1.1096	1.0534
No log	5.4333	326	1.2803	0.5091	1.2803	1.1315
No log	5.4667	328	1.3367	0.4884	1.3367	1.1561
No log	5.5	330	1.2562	0.4931	1.2562	1.1208
No log	5.5333	332	1.1279	0.5525	1.1279	1.0620
No log	5.5667	334	0.9864	0.5673	0.9864	0.9932
No log	5.6	336	0.9315	0.5673	0.9315	0.9651
No log	5.6333	338	0.9443	0.5673	0.9443	0.9718
No log	5.6667	340	0.9949	0.5674	0.9949	0.9975
No log	5.7	342	1.0095	0.5746	1.0095	1.0047
No log	5.7333	344	1.0326	0.5761	1.0326	1.0162
No log	5.7667	346	1.0930	0.5659	1.0930	1.0455
No log	5.8	348	1.1137	0.5429	1.1137	1.0553
No log	5.8333	350	1.1230	0.5508	1.1230	1.0597
No log	5.8667	352	1.1388	0.5526	1.1388	1.0672
No log	5.9	354	1.1469	0.5526	1.1469	1.0710
No log	5.9333	356	1.1383	0.5674	1.1383	1.0669
No log	5.9667	358	1.1530	0.5675	1.1530	1.0738
No log	6.0	360	1.0976	0.5704	1.0976	1.0477
No log	6.0333	362	1.1418	0.5422	1.1418	1.0686
No log	6.0667	364	1.1601	0.5422	1.1601	1.0771
No log	6.1	366	1.0647	0.5716	1.0647	1.0318
No log	6.1333	368	0.9638	0.5959	0.9638	0.9817
No log	6.1667	370	0.9334	0.5944	0.9334	0.9661
No log	6.2	372	0.9616	0.5826	0.9616	0.9806
No log	6.2333	374	1.0007	0.5829	1.0007	1.0004
No log	6.2667	376	1.0861	0.5648	1.0861	1.0422
No log	6.3	378	1.0609	0.5815	1.0609	1.0300
No log	6.3333	380	1.0104	0.5903	1.0104	1.0052
No log	6.3667	382	0.9871	0.5926	0.9871	0.9935
No log	6.4	384	0.9458	0.6095	0.9458	0.9725
No log	6.4333	386	0.9359	0.6095	0.9359	0.9674
No log	6.4667	388	1.0031	0.5994	1.0031	1.0015
No log	6.5	390	1.0681	0.5982	1.0681	1.0335
No log	6.5333	392	1.0405	0.5979	1.0405	1.0201
No log	6.5667	394	0.9894	0.5991	0.9894	0.9947
No log	6.6	396	0.9743	0.5991	0.9743	0.9871
No log	6.6333	398	0.9792	0.6003	0.9792	0.9895
No log	6.6667	400	0.9213	0.6040	0.9213	0.9598
No log	6.7	402	0.8785	0.6207	0.8785	0.9373
No log	6.7333	404	0.8445	0.6187	0.8445	0.9189
No log	6.7667	406	0.8619	0.6241	0.8619	0.9284
No log	6.8	408	0.9457	0.5947	0.9457	0.9725
No log	6.8333	410	1.0845	0.5770	1.0845	1.0414
No log	6.8667	412	1.2482	0.5264	1.2482	1.1172
No log	6.9	414	1.2775	0.5234	1.2775	1.1303
No log	6.9333	416	1.1915	0.5576	1.1915	1.0916
No log	6.9667	418	1.0384	0.5633	1.0384	1.0190
No log	7.0	420	0.9037	0.5801	0.9037	0.9506
No log	7.0333	422	0.8536	0.6192	0.8536	0.9239
No log	7.0667	424	0.8714	0.6130	0.8714	0.9335
No log	7.1	426	0.9140	0.5896	0.9140	0.9560
No log	7.1333	428	0.9497	0.5801	0.9497	0.9745
No log	7.1667	430	0.9911	0.5627	0.9911	0.9956
No log	7.2	432	1.0097	0.5779	1.0097	1.0048
No log	7.2333	434	1.0015	0.5779	1.0015	1.0007
No log	7.2667	436	0.9883	0.5779	0.9883	0.9941
No log	7.3	438	0.9758	0.5856	0.9758	0.9878
No log	7.3333	440	1.0262	0.5909	1.0262	1.0130
No log	7.3667	442	1.0677	0.5873	1.0677	1.0333
No log	7.4	444	1.0473	0.5960	1.0473	1.0234
No log	7.4333	446	1.0166	0.6033	1.0166	1.0082
No log	7.4667	448	0.9731	0.6023	0.9731	0.9864
No log	7.5	450	0.9861	0.5906	0.9861	0.9930
No log	7.5333	452	1.0536	0.5960	1.0536	1.0264
No log	7.5667	454	1.1109	0.5801	1.1109	1.0540
No log	7.6	456	1.1177	0.5801	1.1177	1.0572
No log	7.6333	458	1.1009	0.5889	1.1009	1.0492
No log	7.6667	460	1.0466	0.5889	1.0466	1.0230
No log	7.7	462	0.9726	0.6011	0.9726	0.9862
No log	7.7333	464	0.9377	0.5956	0.9377	0.9683
No log	7.7667	466	0.9388	0.5799	0.9388	0.9689
No log	7.8	468	0.9456	0.5799	0.9456	0.9724
No log	7.8333	470	0.9451	0.5799	0.9451	0.9722
No log	7.8667	472	0.9468	0.5947	0.9468	0.9730
No log	7.9	474	0.9565	0.5935	0.9565	0.9780
No log	7.9333	476	0.9957	0.5877	0.9957	0.9978
No log	7.9667	478	1.0308	0.5932	1.0308	1.0153
No log	8.0	480	1.0712	0.5859	1.0712	1.0350
No log	8.0333	482	1.1163	0.5858	1.1163	1.0566
No log	8.0667	484	1.1187	0.5858	1.1187	1.0577
No log	8.1	486	1.0915	0.5869	1.0915	1.0448
No log	8.1333	488	1.0478	0.5932	1.0478	1.0236
No log	8.1667	490	1.0363	0.5935	1.0363	1.0180
No log	8.2	492	1.0331	0.5802	1.0331	1.0164
No log	8.2333	494	1.0403	0.5723	1.0403	1.0200
No log	8.2667	496	1.0550	0.5723	1.0550	1.0271
No log	8.3	498	1.0743	0.5692	1.0743	1.0365
0.4436	8.3333	500	1.0792	0.5682	1.0792	1.0389
0.4436	8.3667	502	1.0671	0.5768	1.0671	1.0330
0.4436	8.4	504	1.0198	0.6011	1.0198	1.0098
0.4436	8.4333	506	0.9878	0.6011	0.9878	0.9939
0.4436	8.4667	508	0.9324	0.5988	0.9324	0.9656
0.4436	8.5	510	0.9029	0.5917	0.9029	0.9502
0.4436	8.5333	512	0.9077	0.5917	0.9077	0.9527
0.4436	8.5667	514	0.9393	0.5985	0.9393	0.9692
0.4436	8.6	516	0.9901	0.6011	0.9901	0.9950
0.4436	8.6333	518	1.0553	0.5820	1.0553	1.0273
0.4436	8.6667	520	1.1173	0.5887	1.1173	1.0570
0.4436	8.7	522	1.1497	0.5814	1.1497	1.0723
0.4436	8.7333	524	1.1592	0.5910	1.1592	1.0767
0.4436	8.7667	526	1.1301	0.5978	1.1301	1.0631
0.4436	8.8	528	1.0842	0.5907	1.0842	1.0413
0.4436	8.8333	530	1.0403	0.5909	1.0403	1.0200
0.4436	8.8667	532	1.0001	0.6020	1.0001	1.0001
0.4436	8.9	534	0.9602	0.6020	0.9602	0.9799
0.4436	8.9333	536	0.9514	0.5953	0.9514	0.9754
0.4436	8.9667	538	0.9472	0.5953	0.9472	0.9733
0.4436	9.0	540	0.9425	0.5956	0.9425	0.9708
0.4436	9.0333	542	0.9400	0.5956	0.9400	0.9696
0.4436	9.0667	544	0.9454	0.5956	0.9454	0.9723
0.4436	9.1	546	0.9506	0.5956	0.9506	0.9750
0.4436	9.1333	548	0.9542	0.5956	0.9542	0.9768
0.4436	9.1667	550	0.9646	0.6024	0.9646	0.9822
0.4436	9.2	552	0.9743	0.6024	0.9743	0.9871
0.4436	9.2333	554	0.9911	0.6024	0.9911	0.9955
0.4436	9.2667	556	1.0118	0.6011	1.0118	1.0059
0.4436	9.3	558	1.0120	0.6011	1.0120	1.0060
0.4436	9.3333	560	1.0099	0.6024	1.0099	1.0050
0.4436	9.3667	562	1.0033	0.6024	1.0033	1.0016
0.4436	9.4	564	0.9944	0.6024	0.9944	0.9972
0.4436	9.4333	566	0.9879	0.6024	0.9879	0.9939
0.4436	9.4667	568	0.9758	0.6024	0.9758	0.9878
0.4436	9.5	570	0.9757	0.6024	0.9757	0.9878
0.4436	9.5333	572	0.9853	0.6024	0.9853	0.9926
0.4436	9.5667	574	0.9922	0.6024	0.9922	0.9961
0.4436	9.6	576	1.0051	0.5947	1.0051	1.0025
0.4436	9.6333	578	1.0139	0.5947	1.0139	1.0069
0.4436	9.6667	580	1.0212	0.5938	1.0212	1.0105
0.4436	9.7	582	1.0248	0.5938	1.0248	1.0123
0.4436	9.7333	584	1.0270	0.5938	1.0270	1.0134
0.4436	9.7667	586	1.0306	0.5926	1.0306	1.0152
0.4436	9.8	588	1.0336	0.5926	1.0336	1.0166
0.4436	9.8333	590	1.0329	0.5926	1.0329	1.0163
0.4436	9.8667	592	1.0308	0.5926	1.0308	1.0153
0.4436	9.9	594	1.0279	0.5926	1.0279	1.0139
0.4436	9.9333	596	1.0261	0.5926	1.0261	1.0130
0.4436	9.9667	598	1.0242	0.5938	1.0242	1.0120
0.4436	10.0	600	1.0235	0.5935	1.0235	1.0117

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k13_task1_organization

ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k13_task1_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k13_task1_organization