ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k7_task3_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.7113
• Qwk: 0.0562
• Mse: 0.7113
• Rmse: 0.8434

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0952	2	3.6784	-0.0068	3.6784	1.9179
No log	0.1905	4	2.0918	0.0737	2.0918	1.4463
No log	0.2857	6	2.2968	0.0076	2.2968	1.5155
No log	0.3810	8	1.4426	0.0047	1.4426	1.2011
No log	0.4762	10	1.0063	-0.0936	1.0063	1.0031
No log	0.5714	12	1.0118	-0.0606	1.0118	1.0059
No log	0.6667	14	0.9097	0.0207	0.9097	0.9538
No log	0.7619	16	0.7505	0.0759	0.7505	0.8663
No log	0.8571	18	0.7451	0.0807	0.7451	0.8632
No log	0.9524	20	1.0125	-0.0638	1.0125	1.0062
No log	1.0476	22	1.2395	-0.0744	1.2395	1.1133
No log	1.1429	24	1.4883	0.0	1.4883	1.2200
No log	1.2381	26	1.1733	-0.0490	1.1733	1.0832
No log	1.3333	28	0.9321	-0.0961	0.9321	0.9654
No log	1.4286	30	0.8129	-0.1239	0.8129	0.9016
No log	1.5238	32	0.8522	0.0043	0.8522	0.9231
No log	1.6190	34	0.8500	-0.0766	0.8500	0.9220
No log	1.7143	36	0.9093	-0.0916	0.9093	0.9536
No log	1.8095	38	1.1113	-0.0479	1.1113	1.0542
No log	1.9048	40	1.3176	-0.0247	1.3176	1.1479
No log	2.0	42	1.8691	0.0	1.8691	1.3671
No log	2.0952	44	2.1069	-0.0015	2.1069	1.4515
No log	2.1905	46	1.7412	0.0	1.7412	1.3195
No log	2.2857	48	1.2256	0.0	1.2256	1.1071
No log	2.3810	50	0.8572	-0.1253	0.8572	0.9259
No log	2.4762	52	0.7580	-0.1223	0.7580	0.8706
No log	2.5714	54	0.7225	-0.0035	0.7225	0.8500
No log	2.6667	56	0.8083	0.0129	0.8083	0.8991
No log	2.7619	58	1.2583	0.0746	1.2583	1.1217
No log	2.8571	60	1.2925	0.0115	1.2925	1.1369
No log	2.9524	62	1.1273	0.0878	1.1273	1.0617
No log	3.0476	64	1.1601	-0.0361	1.1601	1.0771
No log	3.1429	66	0.7907	-0.0675	0.7907	0.8892
No log	3.2381	68	0.7314	-0.0069	0.7314	0.8552
No log	3.3333	70	0.9203	-0.0526	0.9203	0.9593
No log	3.4286	72	1.3159	-0.0207	1.3159	1.1471
No log	3.5238	74	1.2272	-0.0207	1.2272	1.1078
No log	3.6190	76	0.8624	0.0676	0.8624	0.9287
No log	3.7143	78	0.7682	0.0374	0.7682	0.8765
No log	3.8095	80	0.8100	0.0628	0.8100	0.9000
No log	3.9048	82	0.9139	0.0016	0.9139	0.9560
No log	4.0	84	0.8287	0.0956	0.8287	0.9103
No log	4.0952	86	0.8797	0.0805	0.8797	0.9379
No log	4.1905	88	1.5023	-0.0113	1.5023	1.2257
No log	4.2857	90	1.4546	0.0179	1.4546	1.2061
No log	4.3810	92	0.9691	-0.0349	0.9691	0.9844
No log	4.4762	94	0.8758	0.0441	0.8758	0.9359
No log	4.5714	96	0.9117	-0.0128	0.9117	0.9548
No log	4.6667	98	1.1850	0.0950	1.1850	1.0886
No log	4.7619	100	0.9422	-0.0939	0.9422	0.9706
No log	4.8571	102	0.9631	0.1361	0.9631	0.9814
No log	4.9524	104	0.8942	-0.0569	0.8942	0.9456
No log	5.0476	106	1.4408	0.0370	1.4408	1.2003
No log	5.1429	108	1.3101	-0.0080	1.3101	1.1446
No log	5.2381	110	0.9395	-0.0828	0.9395	0.9693
No log	5.3333	112	1.0634	-0.0175	1.0634	1.0312
No log	5.4286	114	1.0544	-0.0175	1.0544	1.0269
No log	5.5238	116	0.9233	-0.0425	0.9233	0.9609
No log	5.6190	118	0.8762	-0.0799	0.8762	0.9361
No log	5.7143	120	0.8343	0.0123	0.8343	0.9134
No log	5.8095	122	0.8235	0.0538	0.8235	0.9075
No log	5.9048	124	0.9273	0.0293	0.9273	0.9629
No log	6.0	126	0.7886	0.0538	0.7886	0.8880
No log	6.0952	128	0.8061	0.1393	0.8061	0.8978
No log	6.1905	130	0.7927	0.0985	0.7927	0.8903
No log	6.2857	132	0.8144	0.0633	0.8144	0.9024
No log	6.3810	134	0.7918	0.0798	0.7918	0.8899
No log	6.4762	136	0.9003	0.0029	0.9003	0.9489
No log	6.5714	138	0.8851	0.0741	0.8851	0.9408
No log	6.6667	140	0.7718	0.1287	0.7718	0.8785
No log	6.7619	142	0.7740	0.1347	0.7740	0.8798
No log	6.8571	144	0.8152	0.1379	0.8152	0.9029
No log	6.9524	146	0.8770	-0.0187	0.8770	0.9365
No log	7.0476	148	0.9192	-0.0528	0.9192	0.9588
No log	7.1429	150	0.8580	-0.0465	0.8580	0.9263
No log	7.2381	152	0.7754	0.0821	0.7754	0.8806
No log	7.3333	154	0.8812	0.0676	0.8812	0.9387
No log	7.4286	156	0.8662	0.0346	0.8662	0.9307
No log	7.5238	158	0.7099	0.0776	0.7099	0.8426
No log	7.6190	160	0.7301	0.1513	0.7301	0.8544
No log	7.7143	162	0.7216	0.1538	0.7216	0.8495
No log	7.8095	164	0.7408	0.0557	0.7408	0.8607
No log	7.9048	166	0.7466	0.0879	0.7466	0.8641
No log	8.0	168	0.9959	0.0454	0.9959	0.9979
No log	8.0952	170	1.1095	0.0025	1.1095	1.0533
No log	8.1905	172	0.7985	0.0600	0.7985	0.8936
No log	8.2857	174	0.8314	0.0240	0.8314	0.9118
No log	8.3810	176	0.8908	0.1165	0.8908	0.9438
No log	8.4762	178	0.7432	0.0585	0.7432	0.8621
No log	8.5714	180	0.8735	0.0424	0.8735	0.9346
No log	8.6667	182	1.0982	0.0977	1.0982	1.0479
No log	8.7619	184	0.9308	-0.0054	0.9308	0.9648
No log	8.8571	186	0.7531	0.0976	0.7531	0.8678
No log	8.9524	188	0.7456	0.0585	0.7456	0.8635
No log	9.0476	190	0.7542	0.0741	0.7542	0.8684
No log	9.1429	192	0.8421	0.0016	0.8421	0.9177
No log	9.2381	194	0.7927	0.0123	0.7927	0.8904
No log	9.3333	196	0.7264	0.1525	0.7264	0.8523
No log	9.4286	198	0.7644	0.0196	0.7644	0.8743
No log	9.5238	200	0.7211	0.1513	0.7211	0.8492
No log	9.6190	202	0.7582	0.0600	0.7582	0.8707
No log	9.7143	204	0.9478	0.1265	0.9478	0.9735
No log	9.8095	206	0.8615	0.0392	0.8615	0.9282
No log	9.9048	208	0.7671	0.0869	0.7671	0.8759
No log	10.0	210	0.7602	0.0449	0.7602	0.8719
No log	10.0952	212	0.7807	0.0355	0.7807	0.8836
No log	10.1905	214	0.9503	0.0224	0.9503	0.9748
No log	10.2857	216	1.3706	0.0350	1.3706	1.1707
No log	10.3810	218	1.3533	0.0359	1.3533	1.1633
No log	10.4762	220	0.9907	-0.0194	0.9907	0.9953
No log	10.5714	222	0.8125	0.1095	0.8125	0.9014
No log	10.6667	224	0.8374	0.0562	0.8374	0.9151
No log	10.7619	226	1.0787	0.0045	1.0787	1.0386
No log	10.8571	228	1.1450	0.0623	1.1450	1.0700
No log	10.9524	230	0.8484	0.0684	0.8484	0.9211
No log	11.0476	232	0.7334	0.0393	0.7334	0.8564
No log	11.1429	234	0.7406	0.0393	0.7406	0.8606
No log	11.2381	236	0.7490	0.0562	0.7490	0.8655
No log	11.3333	238	1.0383	0.1534	1.0383	1.0190
No log	11.4286	240	1.2239	0.0859	1.2239	1.1063
No log	11.5238	242	0.9601	0.1269	0.9601	0.9799
No log	11.6190	244	0.7830	0.0600	0.7830	0.8849
No log	11.7143	246	0.8369	0.0068	0.8369	0.9148
No log	11.8095	248	0.8825	0.0424	0.8825	0.9394
No log	11.9048	250	0.9967	0.0951	0.9967	0.9984
No log	12.0	252	0.8805	0.0041	0.8805	0.9383
No log	12.0952	254	0.9075	0.0831	0.9075	0.9526
No log	12.1905	256	1.1499	0.0666	1.1499	1.0723
No log	12.2857	258	1.1453	0.0366	1.1453	1.0702
No log	12.3810	260	0.9151	-0.0101	0.9151	0.9566
No log	12.4762	262	0.7851	-0.0274	0.7851	0.8861
No log	12.5714	264	0.7713	0.0214	0.7713	0.8782
No log	12.6667	266	0.8093	-0.0390	0.8093	0.8996
No log	12.7619	268	0.8523	-0.0033	0.8523	0.9232
No log	12.8571	270	0.8643	0.0316	0.8643	0.9297
No log	12.9524	272	0.7888	0.0549	0.7888	0.8882
No log	13.0476	274	0.8249	0.0490	0.8249	0.9083
No log	13.1429	276	0.7531	0.0600	0.7531	0.8678
No log	13.2381	278	0.7706	0.0518	0.7706	0.8778
No log	13.3333	280	0.7534	0.0058	0.7534	0.8680
No log	13.4286	282	0.7223	0.0318	0.7223	0.8499
No log	13.5238	284	0.7884	0.0525	0.7884	0.8879
No log	13.6190	286	0.8930	0.1025	0.8930	0.9450
No log	13.7143	288	0.8113	0.1593	0.8113	0.9007
No log	13.8095	290	0.7292	0.0282	0.7292	0.8539
No log	13.9048	292	0.7370	0.0680	0.7370	0.8585
No log	14.0	294	0.7201	0.0282	0.7201	0.8486
No log	14.0952	296	0.7496	0.0269	0.7496	0.8658
No log	14.1905	298	0.7836	0.0920	0.7836	0.8852
No log	14.2857	300	0.8259	0.1145	0.8259	0.9088
No log	14.3810	302	0.8382	0.1065	0.8382	0.9155
No log	14.4762	304	0.7522	0.0670	0.7522	0.8673
No log	14.5714	306	0.8136	0.1367	0.8136	0.9020
No log	14.6667	308	0.8046	0.1367	0.8046	0.8970
No log	14.7619	310	0.7288	0.1094	0.7288	0.8537
No log	14.8571	312	0.8368	0.1437	0.8368	0.9148
No log	14.9524	314	0.8136	0.1532	0.8136	0.9020
No log	15.0476	316	0.7345	0.0723	0.7345	0.8570
No log	15.1429	318	0.7410	0.0394	0.7410	0.8608
No log	15.2381	320	0.7590	0.0357	0.7590	0.8712
No log	15.3333	322	0.8289	0.0805	0.8289	0.9105
No log	15.4286	324	0.9132	0.0988	0.9132	0.9556
No log	15.5238	326	0.8132	0.0490	0.8132	0.9018
No log	15.6190	328	0.7471	-0.0179	0.7471	0.8643
No log	15.7143	330	0.7534	0.0869	0.7534	0.8680
No log	15.8095	332	0.7888	0.0123	0.7888	0.8881
No log	15.9048	334	0.8121	0.0871	0.8121	0.9011
No log	16.0	336	0.8642	0.0333	0.8642	0.9296
No log	16.0952	338	0.9272	-0.0118	0.9272	0.9629
No log	16.1905	340	0.9136	-0.0118	0.9136	0.9558
No log	16.2857	342	0.8089	0.0392	0.8089	0.8994
No log	16.3810	344	0.9134	0.0873	0.9134	0.9557
No log	16.4762	346	0.9874	0.1334	0.9874	0.9937
No log	16.5714	348	0.9302	0.1228	0.9302	0.9645
No log	16.6667	350	0.8949	0.0949	0.8949	0.9460
No log	16.7619	352	0.8020	0.0452	0.8020	0.8956
No log	16.8571	354	0.7386	0.1423	0.7386	0.8594
No log	16.9524	356	0.6957	0.0680	0.6957	0.8341
No log	17.0476	358	0.6917	0.2424	0.6917	0.8317
No log	17.1429	360	0.6832	0.1202	0.6832	0.8266
No log	17.2381	362	0.7139	0.2424	0.7139	0.8449
No log	17.3333	364	0.7306	0.2034	0.7306	0.8548
No log	17.4286	366	0.8010	0.0438	0.8010	0.8950
No log	17.5238	368	0.7956	0.0504	0.7956	0.8920
No log	17.6190	370	0.7286	0.1144	0.7286	0.8536
No log	17.7143	372	0.6904	-0.0118	0.6904	0.8309
No log	17.8095	374	0.7066	0.1943	0.7066	0.8406
No log	17.9048	376	0.7728	0.0711	0.7728	0.8791
No log	18.0	378	0.7389	0.1387	0.7389	0.8596
No log	18.0952	380	0.7040	-0.0118	0.7040	0.8391
No log	18.1905	382	0.7299	0.0528	0.7299	0.8544
No log	18.2857	384	0.7335	0.0976	0.7335	0.8564
No log	18.3810	386	0.7240	0.1003	0.7240	0.8509
No log	18.4762	388	0.8159	0.0362	0.8159	0.9033
No log	18.5714	390	0.8744	0.1064	0.8744	0.9351
No log	18.6667	392	0.8427	0.1064	0.8427	0.9180
No log	18.7619	394	0.7427	0.0867	0.7427	0.8618
No log	18.8571	396	0.7022	0.0205	0.7022	0.8380
No log	18.9524	398	0.7087	0.0175	0.7087	0.8419
No log	19.0476	400	0.7754	0.0867	0.7754	0.8806
No log	19.1429	402	0.8692	0.2000	0.8692	0.9323
No log	19.2381	404	0.7719	0.0909	0.7719	0.8786
No log	19.3333	406	0.7047	-0.0145	0.7047	0.8395
No log	19.4286	408	0.7205	-0.0513	0.7205	0.8488
No log	19.5238	410	0.7156	-0.0096	0.7156	0.8459
No log	19.6190	412	0.7592	0.0123	0.7592	0.8713
No log	19.7143	414	0.7645	0.0152	0.7645	0.8743
No log	19.8095	416	0.7764	0.0247	0.7764	0.8811
No log	19.9048	418	0.7897	0.0247	0.7897	0.8886
No log	20.0	420	0.8642	0.0277	0.8642	0.9296
No log	20.0952	422	1.0187	0.0631	1.0187	1.0093
No log	20.1905	424	1.0491	0.0909	1.0491	1.0243
No log	20.2857	426	1.0894	0.0238	1.0894	1.0437
No log	20.3810	428	0.9137	0.0277	0.9137	0.9559
No log	20.4762	430	0.8678	0.0277	0.8678	0.9316
No log	20.5714	432	0.9161	0.0642	0.9161	0.9571
No log	20.6667	434	0.8905	0.0642	0.8905	0.9437
No log	20.7619	436	0.8816	0.1064	0.8816	0.9390
No log	20.8571	438	0.8747	0.1360	0.8747	0.9353
No log	20.9524	440	0.8104	-0.0373	0.8104	0.9002
No log	21.0476	442	0.7775	-0.0156	0.7775	0.8818
No log	21.1429	444	0.7784	-0.0218	0.7784	0.8823
No log	21.2381	446	0.8584	0.1065	0.8584	0.9265
No log	21.3333	448	0.9915	0.1152	0.9915	0.9957
No log	21.4286	450	0.9994	0.0741	0.9994	0.9997
No log	21.5238	452	0.8135	0.0442	0.8135	0.9019
No log	21.6190	454	0.7095	0.0768	0.7095	0.8423
No log	21.7143	456	0.6950	-0.0125	0.6950	0.8336
No log	21.8095	458	0.6872	0.0318	0.6872	0.8290
No log	21.9048	460	0.7046	0.1146	0.7046	0.8394
No log	22.0	462	0.7028	0.1199	0.7028	0.8383
No log	22.0952	464	0.7090	0.0732	0.7090	0.8420
No log	22.1905	466	0.7402	0.0574	0.7402	0.8603
No log	22.2857	468	0.8480	0.1502	0.8480	0.9209
No log	22.3810	470	0.8565	0.1406	0.8565	0.9255
No log	22.4762	472	0.7841	0.0909	0.7841	0.8855
No log	22.5714	474	0.7139	0.0303	0.7139	0.8449
No log	22.6667	476	0.7202	0.0	0.7202	0.8486
No log	22.7619	478	0.7141	-0.0059	0.7141	0.8450
No log	22.8571	480	0.7260	0.0690	0.7260	0.8521
No log	22.9524	482	0.8426	0.0867	0.8426	0.9179
No log	23.0476	484	0.9455	0.0805	0.9455	0.9724
No log	23.1429	486	0.8628	0.0748	0.8628	0.9289
No log	23.2381	488	0.7785	0.0490	0.7785	0.8823
No log	23.3333	490	0.7219	0.0303	0.7219	0.8497
No log	23.4286	492	0.7267	-0.0059	0.7267	0.8524
No log	23.5238	494	0.7184	0.0394	0.7184	0.8476
No log	23.6190	496	0.7526	0.0095	0.7526	0.8675
No log	23.7143	498	0.8879	0.1360	0.8879	0.9423
0.2955	23.8095	500	0.9840	0.0623	0.9840	0.9919
0.2955	23.9048	502	0.9097	0.0949	0.9097	0.9538
0.2955	24.0	504	0.7900	-0.0303	0.7900	0.8888
0.2955	24.0952	506	0.7822	0.0167	0.7822	0.8844
0.2955	24.1905	508	0.8169	-0.0008	0.8169	0.9038
0.2955	24.2857	510	0.9417	0.0810	0.9417	0.9704
0.2955	24.3810	512	0.9709	0.0974	0.9709	0.9854
0.2955	24.4762	514	0.8736	0.1106	0.8736	0.9346
0.2955	24.5714	516	0.7711	0.0095	0.7711	0.8781
0.2955	24.6667	518	0.7313	0.0723	0.7313	0.8552
0.2955	24.7619	520	0.7256	0.0723	0.7256	0.8518
0.2955	24.8571	522	0.7658	0.0913	0.7658	0.8751
0.2955	24.9524	524	0.8179	0.1502	0.8179	0.9044
0.2955	25.0476	526	0.8613	0.0984	0.8613	0.9281
0.2955	25.1429	528	0.8077	0.1106	0.8077	0.8987
0.2955	25.2381	530	0.7233	0.1141	0.7233	0.8505
0.2955	25.3333	532	0.7268	0.0834	0.7268	0.8525
0.2955	25.4286	534	0.7138	0.0791	0.7138	0.8449
0.2955	25.5238	536	0.7596	0.1106	0.7596	0.8716
0.2955	25.6190	538	0.9110	0.1798	0.9110	0.9544
0.2955	25.7143	540	1.0538	-0.0133	1.0538	1.0266
0.2955	25.8095	542	1.0821	-0.0133	1.0821	1.0402
0.2955	25.9048	544	0.9155	0.2037	0.9155	0.9568
0.2955	26.0	546	0.7712	0.1106	0.7712	0.8782
0.2955	26.0952	548	0.7389	0.0091	0.7389	0.8596
0.2955	26.1905	550	0.7346	0.0700	0.7346	0.8571
0.2955	26.2857	552	0.7564	-0.0355	0.7564	0.8697
0.2955	26.3810	554	0.8509	0.1354	0.8509	0.9224
0.2955	26.4762	556	0.9353	0.0843	0.9353	0.9671
0.2955	26.5714	558	0.8794	0.1311	0.8794	0.9377
0.2955	26.6667	560	0.7744	0.0041	0.7744	0.8800
0.2955	26.7619	562	0.7595	0.0041	0.7595	0.8715
0.2955	26.8571	564	0.7913	0.1149	0.7913	0.8896
0.2955	26.9524	566	0.8430	0.1399	0.8430	0.9181
0.2955	27.0476	568	0.8832	0.1228	0.8832	0.9398
0.2955	27.1429	570	0.8174	0.1399	0.8174	0.9041
0.2955	27.2381	572	0.7342	0.0123	0.7342	0.8569
0.2955	27.3333	574	0.7181	-0.0086	0.7181	0.8474
0.2955	27.4286	576	0.7268	-0.0059	0.7268	0.8525
0.2955	27.5238	578	0.7294	-0.0152	0.7294	0.8540
0.2955	27.6190	580	0.8301	0.1065	0.8301	0.9111
0.2955	27.7143	582	1.0397	0.0543	1.0397	1.0197
0.2955	27.8095	584	1.1238	-0.0133	1.1238	1.0601
0.2955	27.9048	586	1.0416	0.0543	1.0416	1.0206
0.2955	28.0	588	0.8804	0.0912	0.8804	0.9383
0.2955	28.0952	590	0.7520	-0.0152	0.7520	0.8672
0.2955	28.1905	592	0.7738	0.0027	0.7738	0.8796
0.2955	28.2857	594	0.7732	0.0465	0.7732	0.8793
0.2955	28.3810	596	0.7574	0.0791	0.7574	0.8703
0.2955	28.4762	598	0.7592	0.0068	0.7592	0.8713
0.2955	28.5714	600	0.7450	0.0690	0.7450	0.8631
0.2955	28.6667	602	0.7357	0.0791	0.7357	0.8577
0.2955	28.7619	604	0.7312	0.1189	0.7312	0.8551
0.2955	28.8571	606	0.7348	0.1001	0.7348	0.8572
0.2955	28.9524	608	0.7480	0.0041	0.7480	0.8649
0.2955	29.0476	610	0.7508	0.0041	0.7508	0.8665
0.2955	29.1429	612	0.7291	0.1047	0.7291	0.8539
0.2955	29.2381	614	0.7211	0.0214	0.7211	0.8492
0.2955	29.3333	616	0.7260	0.0214	0.7260	0.8520
0.2955	29.4286	618	0.7317	0.0214	0.7317	0.8554
0.2955	29.5238	620	0.7522	0.1001	0.7522	0.8673
0.2955	29.6190	622	0.7534	0.1001	0.7534	0.8680
0.2955	29.7143	624	0.7689	0.1518	0.7689	0.8769
0.2955	29.8095	626	0.8011	0.1004	0.8011	0.8950
0.2955	29.9048	628	0.8473	-0.0376	0.8473	0.9205
0.2955	30.0	630	0.8714	0.0333	0.8714	0.9335
0.2955	30.0952	632	0.8141	0.0016	0.8141	0.9023
0.2955	30.1905	634	0.7604	0.1096	0.7604	0.8720
0.2955	30.2857	636	0.7396	0.1298	0.7396	0.8600
0.2955	30.3810	638	0.7249	0.0318	0.7249	0.8514
0.2955	30.4762	640	0.7324	0.1096	0.7324	0.8558
0.2955	30.5714	642	0.7701	-0.0008	0.7701	0.8775
0.2955	30.6667	644	0.8278	0.0333	0.8278	0.9098
0.2955	30.7619	646	0.8300	0.0711	0.8300	0.9111
0.2955	30.8571	648	0.7618	0.0041	0.7618	0.8728
0.2955	30.9524	650	0.7004	0.1096	0.7004	0.8369
0.2955	31.0476	652	0.7245	-0.0967	0.7245	0.8512
0.2955	31.1429	654	0.7572	0.0141	0.7572	0.8701
0.2955	31.2381	656	0.7321	0.0031	0.7321	0.8556
0.2955	31.3333	658	0.6866	0.0318	0.6866	0.8286
0.2955	31.4286	660	0.7113	0.0562	0.7113	0.8434

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1