ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task5_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: 0.6090
• Qwk: 0.6028
• Mse: 0.6090
• Rmse: 0.7804

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	0.08	2	4.1040	0.0069	4.1040	2.0258
No log	0.16	4	2.3729	0.0956	2.3729	1.5404
No log	0.24	6	1.2786	0.0380	1.2786	1.1308
No log	0.32	8	1.0234	0.3071	1.0234	1.0116
No log	0.4	10	1.1373	0.1107	1.1373	1.0665
No log	0.48	12	1.2400	0.0852	1.2400	1.1135
No log	0.56	14	1.2662	-0.0128	1.2662	1.1253
No log	0.64	16	1.4776	0.0389	1.4776	1.2156
No log	0.72	18	1.9338	0.1630	1.9338	1.3906
No log	0.8	20	1.6177	0.1365	1.6177	1.2719
No log	0.88	22	1.0143	0.2094	1.0143	1.0071
No log	0.96	24	0.8600	0.3229	0.8600	0.9274
No log	1.04	26	0.8171	0.3353	0.8171	0.9039
No log	1.12	28	0.8155	0.4365	0.8155	0.9030
No log	1.2	30	0.8863	0.5271	0.8863	0.9414
No log	1.28	32	0.9685	0.4681	0.9685	0.9841
No log	1.3600	34	0.7241	0.6332	0.7241	0.8510
No log	1.44	36	0.7138	0.6121	0.7138	0.8449
No log	1.52	38	0.8227	0.5896	0.8227	0.9070
No log	1.6	40	0.7915	0.6139	0.7915	0.8897
No log	1.6800	42	0.8628	0.5584	0.8628	0.9289
No log	1.76	44	0.7598	0.6089	0.7598	0.8717
No log	1.8400	46	0.7000	0.6203	0.7000	0.8367
No log	1.92	48	0.8918	0.5848	0.8918	0.9443
No log	2.0	50	1.0640	0.5194	1.0640	1.0315
No log	2.08	52	0.9384	0.5403	0.9384	0.9687
No log	2.16	54	0.6760	0.6457	0.6760	0.8222
No log	2.24	56	0.6121	0.6293	0.6121	0.7824
No log	2.32	58	0.6484	0.6125	0.6484	0.8052
No log	2.4	60	0.7884	0.6356	0.7884	0.8879
No log	2.48	62	0.8906	0.5461	0.8906	0.9437
No log	2.56	64	0.7465	0.6117	0.7465	0.8640
No log	2.64	66	0.6190	0.6120	0.6190	0.7868
No log	2.7200	68	0.6375	0.6528	0.6375	0.7985
No log	2.8	70	0.6354	0.5927	0.6354	0.7971
No log	2.88	72	0.8742	0.6568	0.8742	0.9350
No log	2.96	74	0.8650	0.6568	0.8650	0.9301
No log	3.04	76	0.6435	0.6019	0.6435	0.8022
No log	3.12	78	0.6130	0.6035	0.6130	0.7829
No log	3.2	80	0.6097	0.6263	0.6097	0.7808
No log	3.2800	82	0.6397	0.6377	0.6397	0.7998
No log	3.36	84	0.7295	0.5998	0.7295	0.8541
No log	3.44	86	0.6453	0.6675	0.6453	0.8033
No log	3.52	88	0.6698	0.6448	0.6698	0.8184
No log	3.6	90	0.7564	0.6012	0.7564	0.8697
No log	3.68	92	0.8250	0.5772	0.8250	0.9083
No log	3.76	94	0.7916	0.5864	0.7916	0.8897
No log	3.84	96	0.9116	0.5441	0.9116	0.9548
No log	3.92	98	0.8565	0.5749	0.8565	0.9255
No log	4.0	100	0.7110	0.6094	0.7110	0.8432
No log	4.08	102	0.7314	0.5465	0.7314	0.8552
No log	4.16	104	0.7095	0.5847	0.7095	0.8423
No log	4.24	106	0.8009	0.5825	0.8009	0.8949
No log	4.32	108	0.8028	0.5813	0.8028	0.8960
No log	4.4	110	0.7182	0.6094	0.7182	0.8474
No log	4.48	112	0.7146	0.6260	0.7146	0.8453
No log	4.5600	114	0.7013	0.5905	0.7013	0.8374
No log	4.64	116	0.7894	0.5759	0.7894	0.8885
No log	4.72	118	0.7780	0.5884	0.7780	0.8820
No log	4.8	120	0.6888	0.5782	0.6888	0.8300
No log	4.88	122	0.6439	0.5463	0.6439	0.8024
No log	4.96	124	0.6647	0.5819	0.6647	0.8153
No log	5.04	126	0.6552	0.6025	0.6552	0.8094
No log	5.12	128	0.7756	0.6411	0.7756	0.8807
No log	5.2	130	0.8429	0.6578	0.8429	0.9181
No log	5.28	132	0.6745	0.5898	0.6745	0.8213
No log	5.36	134	0.6371	0.6284	0.6371	0.7982
No log	5.44	136	0.6410	0.6296	0.6410	0.8006
No log	5.52	138	0.5849	0.6065	0.5849	0.7648
No log	5.6	140	0.7704	0.5151	0.7704	0.8777
No log	5.68	142	0.9480	0.5190	0.9480	0.9737
No log	5.76	144	0.7571	0.5690	0.7571	0.8701
No log	5.84	146	0.5721	0.6720	0.5721	0.7563
No log	5.92	148	0.7122	0.6681	0.7122	0.8439
No log	6.0	150	0.7087	0.6687	0.7087	0.8418
No log	6.08	152	0.6033	0.6503	0.6033	0.7767
No log	6.16	154	0.6667	0.6029	0.6667	0.8165
No log	6.24	156	0.7868	0.6248	0.7868	0.8870
No log	6.32	158	0.7020	0.5884	0.7020	0.8379
No log	6.4	160	0.5981	0.5865	0.5981	0.7734
No log	6.48	162	0.6254	0.5832	0.6254	0.7908
No log	6.5600	164	0.6332	0.6314	0.6332	0.7957
No log	6.64	166	0.6222	0.5837	0.6222	0.7888
No log	6.72	168	0.7208	0.6135	0.7208	0.8490
No log	6.8	170	0.8064	0.6498	0.8064	0.8980
No log	6.88	172	0.7762	0.6498	0.7762	0.8810
No log	6.96	174	0.6730	0.6234	0.6730	0.8203
No log	7.04	176	0.6531	0.5732	0.6531	0.8082
No log	7.12	178	0.7076	0.5993	0.7076	0.8412
No log	7.2	180	0.7078	0.5993	0.7078	0.8413
No log	7.28	182	0.6547	0.6076	0.6547	0.8091
No log	7.36	184	0.6727	0.5726	0.6727	0.8202
No log	7.44	186	0.7431	0.6232	0.7431	0.8620
No log	7.52	188	0.7497	0.5738	0.7497	0.8658
No log	7.6	190	0.7041	0.5501	0.7041	0.8391
No log	7.68	192	0.6744	0.5763	0.6744	0.8212
No log	7.76	194	0.6935	0.5671	0.6935	0.8328
No log	7.84	196	0.6739	0.5833	0.6739	0.8209
No log	7.92	198	0.6706	0.5202	0.6706	0.8189
No log	8.0	200	0.6647	0.5839	0.6647	0.8153
No log	8.08	202	0.6446	0.6057	0.6446	0.8029
No log	8.16	204	0.6407	0.6572	0.6407	0.8004
No log	8.24	206	0.6627	0.5748	0.6627	0.8141
No log	8.32	208	0.7233	0.5847	0.7233	0.8504
No log	8.4	210	0.6823	0.5912	0.6823	0.8260
No log	8.48	212	0.6182	0.6359	0.6182	0.7863
No log	8.56	214	0.6113	0.5887	0.6113	0.7819
No log	8.64	216	0.6136	0.5930	0.6136	0.7833
No log	8.72	218	0.6644	0.6275	0.6644	0.8151
No log	8.8	220	0.7063	0.5898	0.7063	0.8404
No log	8.88	222	0.6615	0.5782	0.6615	0.8133
No log	8.96	224	0.6042	0.5735	0.6042	0.7773
No log	9.04	226	0.6016	0.6186	0.6016	0.7756
No log	9.12	228	0.6036	0.6508	0.6036	0.7769
No log	9.2	230	0.6131	0.6272	0.6131	0.7830
No log	9.28	232	0.6077	0.6368	0.6077	0.7795
No log	9.36	234	0.6353	0.6311	0.6353	0.7970
No log	9.44	236	0.7174	0.5648	0.7174	0.8470
No log	9.52	238	0.8145	0.5182	0.8145	0.9025
No log	9.6	240	0.7694	0.4939	0.7694	0.8771
No log	9.68	242	0.6964	0.4767	0.6964	0.8345
No log	9.76	244	0.6327	0.5530	0.6327	0.7954
No log	9.84	246	0.6393	0.6025	0.6393	0.7996
No log	9.92	248	0.6216	0.6368	0.6216	0.7884
No log	10.0	250	0.6260	0.6992	0.6260	0.7912
No log	10.08	252	0.6194	0.6501	0.6194	0.7870
No log	10.16	254	0.6581	0.6098	0.6581	0.8112
No log	10.24	256	0.8009	0.5749	0.8009	0.8949
No log	10.32	258	0.7252	0.6092	0.7252	0.8516
No log	10.4	260	0.6170	0.5656	0.6170	0.7855
No log	10.48	262	0.6533	0.6043	0.6533	0.8083
No log	10.56	264	0.7354	0.5740	0.7354	0.8575
No log	10.64	266	0.7376	0.5718	0.7376	0.8588
No log	10.72	268	0.6469	0.6014	0.6469	0.8043
No log	10.8	270	0.6252	0.6667	0.6252	0.7907
No log	10.88	272	0.6399	0.6606	0.6399	0.8000
No log	10.96	274	0.6197	0.6491	0.6197	0.7872
No log	11.04	276	0.6114	0.6680	0.6114	0.7819
No log	11.12	278	0.6271	0.5944	0.6271	0.7919
No log	11.2	280	0.6179	0.6286	0.6179	0.7860
No log	11.28	282	0.6188	0.6196	0.6188	0.7866
No log	11.36	284	0.6253	0.5425	0.6253	0.7908
No log	11.44	286	0.6095	0.5955	0.6095	0.7807
No log	11.52	288	0.6040	0.6167	0.6040	0.7772
No log	11.6	290	0.6182	0.6002	0.6182	0.7863
No log	11.68	292	0.6020	0.6197	0.6020	0.7759
No log	11.76	294	0.5826	0.6572	0.5826	0.7633
No log	11.84	296	0.5812	0.6593	0.5812	0.7624
No log	11.92	298	0.5788	0.5748	0.5788	0.7608
No log	12.0	300	0.5640	0.6616	0.5640	0.7510
No log	12.08	302	0.5629	0.6451	0.5629	0.7503
No log	12.16	304	0.5710	0.6389	0.5710	0.7557
No log	12.24	306	0.5661	0.6398	0.5661	0.7524
No log	12.32	308	0.5658	0.6320	0.5658	0.7522
No log	12.4	310	0.5740	0.6076	0.5740	0.7576
No log	12.48	312	0.5878	0.5871	0.5878	0.7667
No log	12.56	314	0.6024	0.5199	0.6024	0.7762
No log	12.64	316	0.7184	0.5881	0.7184	0.8476
No log	12.72	318	0.8328	0.5458	0.8328	0.9126
No log	12.8	320	0.7617	0.5552	0.7617	0.8728
No log	12.88	322	0.6386	0.6299	0.6386	0.7991
No log	12.96	324	0.6085	0.6610	0.6085	0.7801
No log	13.04	326	0.6257	0.6038	0.6257	0.7910
No log	13.12	328	0.6166	0.6311	0.6166	0.7853
No log	13.2	330	0.6098	0.6311	0.6098	0.7809
No log	13.28	332	0.6094	0.6076	0.6094	0.7806
No log	13.36	334	0.6059	0.6076	0.6059	0.7784
No log	13.44	336	0.5917	0.6087	0.5917	0.7692
No log	13.52	338	0.6038	0.6185	0.6038	0.7770
No log	13.6	340	0.6903	0.6074	0.6903	0.8308
No log	13.68	342	0.7001	0.6182	0.7001	0.8367
No log	13.76	344	0.6933	0.6303	0.6933	0.8327
No log	13.84	346	0.6410	0.5966	0.6410	0.8006
No log	13.92	348	0.6139	0.6060	0.6139	0.7835
No log	14.0	350	0.6070	0.6424	0.6070	0.7791
No log	14.08	352	0.6457	0.6073	0.6457	0.8036
No log	14.16	354	0.6372	0.6269	0.6372	0.7982
No log	14.24	356	0.6258	0.6196	0.6258	0.7911
No log	14.32	358	0.6308	0.5882	0.6308	0.7942
No log	14.4	360	0.6252	0.6186	0.6252	0.7907
No log	14.48	362	0.6303	0.5996	0.6303	0.7939
No log	14.56	364	0.6383	0.5969	0.6383	0.7989
No log	14.64	366	0.6319	0.5969	0.6319	0.7949
No log	14.72	368	0.6186	0.6311	0.6186	0.7865
No log	14.8	370	0.6178	0.6229	0.6178	0.7860
No log	14.88	372	0.6160	0.6196	0.6160	0.7848
No log	14.96	374	0.6302	0.5542	0.6302	0.7939
No log	15.04	376	0.6253	0.5898	0.6253	0.7907
No log	15.12	378	0.6166	0.6219	0.6166	0.7852
No log	15.2	380	0.6051	0.6648	0.6051	0.7779
No log	15.28	382	0.5929	0.6507	0.5929	0.7700
No log	15.36	384	0.5882	0.6400	0.5882	0.7669
No log	15.44	386	0.5887	0.6269	0.5887	0.7672
No log	15.52	388	0.5650	0.6507	0.5650	0.7517
No log	15.6	390	0.5573	0.6498	0.5573	0.7465
No log	15.68	392	0.5647	0.6648	0.5647	0.7514
No log	15.76	394	0.5655	0.5898	0.5655	0.7520
No log	15.84	396	0.5512	0.6107	0.5512	0.7424
No log	15.92	398	0.5425	0.6498	0.5425	0.7365
No log	16.0	400	0.5467	0.6737	0.5467	0.7394
No log	16.08	402	0.6009	0.6479	0.6009	0.7752
No log	16.16	404	0.6094	0.6479	0.6094	0.7807
No log	16.24	406	0.5785	0.6911	0.5785	0.7606
No log	16.32	408	0.5870	0.6488	0.5870	0.7661
No log	16.4	410	0.6014	0.6479	0.6014	0.7755
No log	16.48	412	0.6090	0.6518	0.6090	0.7804
No log	16.56	414	0.6050	0.5783	0.6050	0.7778
No log	16.64	416	0.6197	0.5783	0.6197	0.7872
No log	16.72	418	0.6234	0.5898	0.6234	0.7896
No log	16.8	420	0.6248	0.6417	0.6248	0.7904
No log	16.88	422	0.6282	0.6107	0.6282	0.7926
No log	16.96	424	0.6286	0.5783	0.6286	0.7928
No log	17.04	426	0.6204	0.5783	0.6204	0.7877
No log	17.12	428	0.6034	0.5783	0.6034	0.7768
No log	17.2	430	0.5919	0.5783	0.5919	0.7694
No log	17.28	432	0.5945	0.6195	0.5945	0.7711
No log	17.36	434	0.6167	0.6411	0.6167	0.7853
No log	17.44	436	0.5918	0.6854	0.5918	0.7693
No log	17.52	438	0.5586	0.6983	0.5586	0.7474
No log	17.6	440	0.5578	0.7070	0.5578	0.7469
No log	17.68	442	0.5481	0.6916	0.5481	0.7403
No log	17.76	444	0.5576	0.7056	0.5576	0.7468
No log	17.84	446	0.6259	0.6470	0.6259	0.7911
No log	17.92	448	0.6384	0.6285	0.6384	0.7990
No log	18.0	450	0.5883	0.6914	0.5883	0.7670
No log	18.08	452	0.5484	0.6882	0.5484	0.7405
No log	18.16	454	0.5508	0.6470	0.5508	0.7422
No log	18.24	456	0.5612	0.6778	0.5612	0.7491
No log	18.32	458	0.5706	0.6278	0.5706	0.7554
No log	18.4	460	0.5754	0.6611	0.5754	0.7586
No log	18.48	462	0.5733	0.6364	0.5733	0.7572
No log	18.56	464	0.5823	0.6398	0.5823	0.7631
No log	18.64	466	0.5906	0.6249	0.5906	0.7685
No log	18.72	468	0.5998	0.6479	0.5998	0.7744
No log	18.8	470	0.6079	0.6282	0.6079	0.7797
No log	18.88	472	0.6178	0.6067	0.6178	0.7860
No log	18.96	474	0.6261	0.6154	0.6261	0.7913
No log	19.04	476	0.6287	0.6154	0.6287	0.7929
No log	19.12	478	0.6255	0.5950	0.6255	0.7909
No log	19.2	480	0.6175	0.6572	0.6175	0.7858
No log	19.28	482	0.6121	0.6239	0.6121	0.7824
No log	19.36	484	0.6123	0.5868	0.6123	0.7825
No log	19.44	486	0.6194	0.6312	0.6194	0.7870
No log	19.52	488	0.6033	0.5988	0.6033	0.7767
No log	19.6	490	0.5978	0.5988	0.5978	0.7732
No log	19.68	492	0.5946	0.5783	0.5946	0.7711
No log	19.76	494	0.5871	0.5983	0.5871	0.7662
No log	19.84	496	0.5820	0.5955	0.5820	0.7629
No log	19.92	498	0.5866	0.6488	0.5866	0.7659
0.2322	20.0	500	0.5910	0.6107	0.5910	0.7688
0.2322	20.08	502	0.6050	0.5783	0.6050	0.7778
0.2322	20.16	504	0.6036	0.5783	0.6036	0.7769
0.2322	20.24	506	0.6022	0.5640	0.6022	0.7760
0.2322	20.32	508	0.6074	0.6154	0.6074	0.7793
0.2322	20.4	510	0.5974	0.6154	0.5974	0.7729
0.2322	20.48	512	0.5895	0.6252	0.5895	0.7678
0.2322	20.56	514	0.5808	0.6427	0.5808	0.7621
0.2322	20.64	516	0.5915	0.5783	0.5915	0.7691
0.2322	20.72	518	0.5918	0.5770	0.5918	0.7693
0.2322	20.8	520	0.5782	0.5988	0.5782	0.7604
0.2322	20.88	522	0.5570	0.6619	0.5570	0.7464
0.2322	20.96	524	0.5701	0.6406	0.5701	0.7551
0.2322	21.04	526	0.5712	0.6406	0.5712	0.7558
0.2322	21.12	528	0.5668	0.6642	0.5668	0.7528
0.2322	21.2	530	0.5953	0.6195	0.5953	0.7716
0.2322	21.28	532	0.6408	0.6308	0.6408	0.8005
0.2322	21.36	534	0.6472	0.6109	0.6472	0.8045
0.2322	21.44	536	0.6080	0.5905	0.6080	0.7798
0.2322	21.52	538	0.5730	0.5783	0.5730	0.7569
0.2322	21.6	540	0.5741	0.5771	0.5741	0.7577
0.2322	21.68	542	0.6011	0.6198	0.6011	0.7753
0.2322	21.76	544	0.5997	0.6198	0.5997	0.7744
0.2322	21.84	546	0.5769	0.5886	0.5769	0.7595
0.2322	21.92	548	0.5661	0.6006	0.5661	0.7524
0.2322	22.0	550	0.5824	0.5999	0.5824	0.7632
0.2322	22.08	552	0.5975	0.6215	0.5975	0.7730
0.2322	22.16	554	0.5835	0.5865	0.5835	0.7639
0.2322	22.24	556	0.5738	0.6185	0.5738	0.7575
0.2322	22.32	558	0.5700	0.6712	0.5700	0.7550
0.2322	22.4	560	0.5813	0.6464	0.5813	0.7624
0.2322	22.48	562	0.6018	0.6119	0.6018	0.7758
0.2322	22.56	564	0.5962	0.6356	0.5962	0.7722
0.2322	22.64	566	0.5816	0.6282	0.5816	0.7626
0.2322	22.72	568	0.5825	0.5771	0.5825	0.7632
0.2322	22.8	570	0.5761	0.5771	0.5761	0.7590
0.2322	22.88	572	0.5715	0.6417	0.5715	0.7560
0.2322	22.96	574	0.5633	0.6498	0.5633	0.7505
0.2322	23.04	576	0.5524	0.6390	0.5524	0.7432
0.2322	23.12	578	0.5505	0.6230	0.5505	0.7419
0.2322	23.2	580	0.5546	0.5783	0.5546	0.7447
0.2322	23.28	582	0.5510	0.5783	0.5510	0.7423
0.2322	23.36	584	0.5669	0.6606	0.5669	0.7530
0.2322	23.44	586	0.5776	0.6623	0.5776	0.7600
0.2322	23.52	588	0.5796	0.6623	0.5796	0.7613
0.2322	23.6	590	0.5755	0.6639	0.5755	0.7586
0.2322	23.68	592	0.5763	0.6013	0.5763	0.7592
0.2322	23.76	594	0.5681	0.6537	0.5681	0.7537
0.2322	23.84	596	0.5554	0.6681	0.5554	0.7453
0.2322	23.92	598	0.5472	0.6537	0.5472	0.7397
0.2322	24.0	600	0.5443	0.6537	0.5443	0.7377
0.2322	24.08	602	0.5568	0.6716	0.5568	0.7462
0.2322	24.16	604	0.5580	0.6652	0.5580	0.7470
0.2322	24.24	606	0.5828	0.6215	0.5828	0.7634
0.2322	24.32	608	0.5888	0.6039	0.5888	0.7673
0.2322	24.4	610	0.5650	0.6276	0.5650	0.7517
0.2322	24.48	612	0.5585	0.5994	0.5585	0.7473
0.2322	24.56	614	0.5546	0.6427	0.5546	0.7447
0.2322	24.64	616	0.5621	0.6147	0.5621	0.7497
0.2322	24.72	618	0.5672	0.6147	0.5672	0.7531
0.2322	24.8	620	0.5645	0.6649	0.5645	0.7514
0.2322	24.88	622	0.5869	0.6935	0.5869	0.7661
0.2322	24.96	624	0.6042	0.6507	0.6042	0.7773
0.2322	25.04	626	0.6004	0.6337	0.6004	0.7749
0.2322	25.12	628	0.5940	0.5921	0.5940	0.7707
0.2322	25.2	630	0.6020	0.5783	0.6020	0.7759
0.2322	25.28	632	0.6094	0.5771	0.6094	0.7806
0.2322	25.36	634	0.6058	0.6219	0.6058	0.7783
0.2322	25.44	636	0.5918	0.5783	0.5918	0.7693
0.2322	25.52	638	0.5802	0.5555	0.5802	0.7617
0.2322	25.6	640	0.5725	0.5994	0.5725	0.7567
0.2322	25.68	642	0.5737	0.6383	0.5737	0.7574
0.2322	25.76	644	0.6047	0.6452	0.6047	0.7776
0.2322	25.84	646	0.6660	0.6397	0.6660	0.8161
0.2322	25.92	648	0.6678	0.6490	0.6678	0.8172
0.2322	26.0	650	0.6281	0.7104	0.6281	0.7925
0.2322	26.08	652	0.5921	0.6758	0.5921	0.7695
0.2322	26.16	654	0.5827	0.6813	0.5827	0.7634
0.2322	26.24	656	0.5762	0.6813	0.5762	0.7591
0.2322	26.32	658	0.5800	0.6269	0.5800	0.7616
0.2322	26.4	660	0.5886	0.5841	0.5886	0.7672
0.2322	26.48	662	0.5839	0.5841	0.5839	0.7641
0.2322	26.56	664	0.5802	0.6423	0.5802	0.7617
0.2322	26.64	666	0.5874	0.6709	0.5874	0.7664
0.2322	26.72	668	0.5891	0.6586	0.5891	0.7675
0.2322	26.8	670	0.5812	0.6359	0.5812	0.7623
0.2322	26.88	672	0.5767	0.5955	0.5767	0.7594
0.2322	26.96	674	0.5775	0.5955	0.5775	0.7600
0.2322	27.04	676	0.5808	0.6488	0.5808	0.7621
0.2322	27.12	678	0.5979	0.6186	0.5979	0.7733
0.2322	27.2	680	0.6145	0.6328	0.6145	0.7839
0.2322	27.28	682	0.6279	0.6493	0.6279	0.7924
0.2322	27.36	684	0.6266	0.6431	0.6266	0.7916
0.2322	27.44	686	0.6306	0.6804	0.6306	0.7941
0.2322	27.52	688	0.6381	0.6683	0.6381	0.7988
0.2322	27.6	690	0.6333	0.6344	0.6333	0.7958
0.2322	27.68	692	0.6191	0.5988	0.6191	0.7869
0.2322	27.76	694	0.6087	0.6097	0.6087	0.7802
0.2322	27.84	696	0.6081	0.6097	0.6081	0.7798
0.2322	27.92	698	0.6083	0.5977	0.6083	0.7800
0.2322	28.0	700	0.6090	0.6028	0.6090	0.7804

Framework versions

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