ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k20_task1_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: 0.9054
• Qwk: 0.6565
• Mse: 0.9054
• Rmse: 0.9515

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	0.0211	2	6.9147	0.0057	6.9147	2.6296
No log	0.0421	4	4.6767	0.0658	4.6767	2.1626
No log	0.0632	6	3.5127	0.0	3.5127	1.8742
No log	0.0842	8	3.9518	-0.0302	3.9518	1.9879
No log	0.1053	10	2.8542	0.0694	2.8542	1.6894
No log	0.1263	12	1.8263	0.2182	1.8263	1.3514
No log	0.1474	14	2.0466	0.1368	2.0466	1.4306
No log	0.1684	16	3.3066	0.0235	3.3066	1.8184
No log	0.1895	18	3.3134	0.0235	3.3134	1.8203
No log	0.2105	20	2.5913	-0.0274	2.5913	1.6097
No log	0.2316	22	2.2169	0.0769	2.2169	1.4889
No log	0.2526	24	2.0737	0.2034	2.0737	1.4400
No log	0.2737	26	1.9056	0.2037	1.9056	1.3805
No log	0.2947	28	1.8019	0.1333	1.8019	1.3423
No log	0.3158	30	1.8078	0.1333	1.8078	1.3445
No log	0.3368	32	2.0400	0.2314	2.0400	1.4283
No log	0.3579	34	2.6458	0.0	2.6458	1.6266
No log	0.3789	36	3.5686	0.0123	3.5686	1.8891
No log	0.4	38	3.4749	0.0370	3.4749	1.8641
No log	0.4211	40	3.1173	0.0	3.1173	1.7656
No log	0.4421	42	2.4951	0.0272	2.4951	1.5796
No log	0.4632	44	1.8426	0.3651	1.8426	1.3574
No log	0.4842	46	1.6128	0.3130	1.6128	1.2700
No log	0.5053	48	1.5038	0.2703	1.5038	1.2263
No log	0.5263	50	1.4433	0.2703	1.4433	1.2014
No log	0.5474	52	1.5475	0.3448	1.5475	1.2440
No log	0.5684	54	1.9270	0.3333	1.9270	1.3882
No log	0.5895	56	2.0740	0.2302	2.0740	1.4402
No log	0.6105	58	1.8771	0.3385	1.8771	1.3701
No log	0.6316	60	1.4436	0.3559	1.4436	1.2015
No log	0.6526	62	1.3216	0.3158	1.3216	1.1496
No log	0.6737	64	1.3039	0.3130	1.3039	1.1419
No log	0.6947	66	1.2831	0.3866	1.2831	1.1327
No log	0.7158	68	1.2356	0.4793	1.2356	1.1116
No log	0.7368	70	1.2627	0.4878	1.2627	1.1237
No log	0.7579	72	1.7097	0.3846	1.7097	1.3076
No log	0.7789	74	2.4479	0.1333	2.4479	1.5646
No log	0.8	76	2.7969	0.0750	2.7969	1.6724
No log	0.8211	78	2.6151	0.0530	2.6151	1.6171
No log	0.8421	80	2.3699	0.0544	2.3699	1.5394
No log	0.8632	82	2.0413	0.2941	2.0413	1.4287
No log	0.8842	84	1.6477	0.3492	1.6477	1.2836
No log	0.9053	86	1.3389	0.3934	1.3389	1.1571
No log	0.9263	88	1.4392	0.3770	1.4392	1.1997
No log	0.9474	90	1.6772	0.3492	1.6772	1.2951
No log	0.9684	92	1.7334	0.3188	1.7334	1.3166
No log	0.9895	94	1.5769	0.3453	1.5769	1.2557
No log	1.0105	96	1.2468	0.5180	1.2468	1.1166
No log	1.0316	98	1.0736	0.6099	1.0736	1.0361
No log	1.0526	100	1.0502	0.6143	1.0502	1.0248
No log	1.0737	102	1.3220	0.4966	1.3220	1.1498
No log	1.0947	104	1.5547	0.4966	1.5547	1.2469
No log	1.1158	106	1.5209	0.4937	1.5209	1.2333
No log	1.1368	108	1.2254	0.6125	1.2254	1.1070
No log	1.1579	110	1.2745	0.6049	1.2745	1.1290
No log	1.1789	112	1.3467	0.6049	1.3467	1.1605
No log	1.2	114	1.4391	0.5952	1.4391	1.1996
No log	1.2211	116	1.4934	0.5952	1.4934	1.2220
No log	1.2421	118	1.6305	0.4848	1.6305	1.2769
No log	1.2632	120	1.7518	0.4524	1.7518	1.3235
No log	1.2842	122	1.6777	0.4540	1.6777	1.2952
No log	1.3053	124	1.6582	0.4375	1.6582	1.2877
No log	1.3263	126	1.5145	0.4654	1.5145	1.2306
No log	1.3474	128	1.4462	0.5157	1.4462	1.2026
No log	1.3684	130	1.1904	0.5467	1.1904	1.0911
No log	1.3895	132	0.9410	0.6667	0.9410	0.9700
No log	1.4105	134	0.9373	0.6423	0.9373	0.9681
No log	1.4316	136	0.9491	0.6	0.9491	0.9742
No log	1.4526	138	0.8702	0.7324	0.8702	0.9328
No log	1.4737	140	0.8608	0.7273	0.8608	0.9278
No log	1.4947	142	0.9341	0.6338	0.9341	0.9665
No log	1.5158	144	1.0152	0.5714	1.0152	1.0076
No log	1.5368	146	1.0549	0.5972	1.0549	1.0271
No log	1.5579	148	1.0469	0.6241	1.0469	1.0232
No log	1.5789	150	0.9911	0.6269	0.9911	0.9956
No log	1.6	152	0.9760	0.6667	0.9760	0.9880
No log	1.6211	154	0.9524	0.6906	0.9524	0.9759
No log	1.6421	156	0.9406	0.6950	0.9406	0.9698
No log	1.6632	158	0.9463	0.6714	0.9463	0.9728
No log	1.6842	160	0.9491	0.6619	0.9491	0.9742
No log	1.7053	162	0.9385	0.6331	0.9385	0.9688
No log	1.7263	164	0.8984	0.6803	0.8984	0.9478
No log	1.7474	166	0.8712	0.6803	0.8712	0.9334
No log	1.7684	168	0.8899	0.6761	0.8899	0.9433
No log	1.7895	170	1.0000	0.6111	1.0000	1.0000
No log	1.8105	172	1.0447	0.5775	1.0447	1.0221
No log	1.8316	174	1.0635	0.5522	1.0635	1.0313
No log	1.8526	176	1.0397	0.5385	1.0397	1.0196
No log	1.8737	178	1.0406	0.5397	1.0406	1.0201
No log	1.8947	180	0.9838	0.4959	0.9838	0.9919
No log	1.9158	182	0.9065	0.6565	0.9065	0.9521
No log	1.9368	184	0.8501	0.6667	0.8501	0.9220
No log	1.9579	186	0.8315	0.6815	0.8315	0.9119
No log	1.9789	188	0.8385	0.7111	0.8385	0.9157
No log	2.0	190	0.9007	0.6950	0.9007	0.9490
No log	2.0211	192	1.0128	0.6111	1.0128	1.0064
No log	2.0421	194	0.9623	0.5846	0.9623	0.9810
No log	2.0632	196	0.8741	0.7059	0.8741	0.9350
No log	2.0842	198	0.8473	0.7299	0.8473	0.9205
No log	2.1053	200	0.8685	0.7015	0.8685	0.9319
No log	2.1263	202	0.8730	0.6866	0.8730	0.9344
No log	2.1474	204	0.9180	0.6866	0.9180	0.9581
No log	2.1684	206	1.0557	0.6043	1.0557	1.0275
No log	2.1895	208	1.1874	0.5441	1.1874	1.0897
No log	2.2105	210	1.3732	0.5342	1.3732	1.1718
No log	2.2316	212	1.3254	0.5342	1.3254	1.1512
No log	2.2526	214	1.1241	0.5481	1.1241	1.0602
No log	2.2737	216	0.9579	0.6714	0.9579	0.9787
No log	2.2947	218	0.8948	0.7059	0.8948	0.9459
No log	2.3158	220	0.8576	0.7050	0.8576	0.9261
No log	2.3368	222	0.8369	0.7347	0.8369	0.9148
No log	2.3579	224	0.8554	0.6986	0.8554	0.9249
No log	2.3789	226	0.9670	0.6447	0.9670	0.9834
No log	2.4	228	1.0809	0.5594	1.0809	1.0397
No log	2.4211	230	1.0430	0.5652	1.0430	1.0213
No log	2.4421	232	1.0147	0.5652	1.0147	1.0073
No log	2.4632	234	1.0125	0.5612	1.0125	1.0062
No log	2.4842	236	1.0915	0.5772	1.0915	1.0447
No log	2.5053	238	1.0495	0.5946	1.0495	1.0245
No log	2.5263	240	0.9157	0.5857	0.9157	0.9569
No log	2.5474	242	0.8149	0.6269	0.8149	0.9027
No log	2.5684	244	0.7958	0.6957	0.7958	0.8921
No log	2.5895	246	0.7943	0.7050	0.7943	0.8912
No log	2.6105	248	0.8308	0.6993	0.8308	0.9115
No log	2.6316	250	0.9834	0.6667	0.9834	0.9917
No log	2.6526	252	1.3131	0.5680	1.3131	1.1459
No log	2.6737	254	1.4336	0.5650	1.4336	1.1973
No log	2.6947	256	1.1698	0.5786	1.1698	1.0816
No log	2.7158	258	0.8472	0.7075	0.8472	0.9204
No log	2.7368	260	0.8291	0.7092	0.8291	0.9106
No log	2.7579	262	0.9441	0.6423	0.9441	0.9716
No log	2.7789	264	0.9637	0.6176	0.9637	0.9817
No log	2.8	266	0.9317	0.6119	0.9317	0.9653
No log	2.8211	268	0.9029	0.7153	0.9029	0.9502
No log	2.8421	270	0.8909	0.6763	0.8909	0.9439
No log	2.8632	272	0.8627	0.7310	0.8627	0.9288
No log	2.8842	274	0.8517	0.7222	0.8517	0.9229
No log	2.9053	276	0.8626	0.6980	0.8626	0.9288
No log	2.9263	278	0.9225	0.6623	0.9225	0.9605
No log	2.9474	280	0.8919	0.6622	0.8919	0.9444
No log	2.9684	282	0.8077	0.7042	0.8077	0.8987
No log	2.9895	284	0.8139	0.7246	0.8139	0.9022
No log	3.0105	286	0.8100	0.7246	0.8100	0.9000
No log	3.0316	288	0.8139	0.7007	0.8139	0.9022
No log	3.0526	290	0.8140	0.7353	0.8140	0.9022
No log	3.0737	292	0.8294	0.7218	0.8294	0.9107
No log	3.0947	294	0.8336	0.7164	0.8336	0.9130
No log	3.1158	296	0.8242	0.6957	0.8242	0.9079
No log	3.1368	298	0.8370	0.7403	0.8370	0.9149
No log	3.1579	300	0.8097	0.75	0.8097	0.8998
No log	3.1789	302	0.8030	0.7425	0.8030	0.8961
No log	3.2	304	0.7775	0.7784	0.7775	0.8817
No log	3.2211	306	0.7873	0.7529	0.7873	0.8873
No log	3.2421	308	0.7734	0.7683	0.7734	0.8794
No log	3.2632	310	0.7647	0.7436	0.7647	0.8745
No log	3.2842	312	0.8014	0.7162	0.8014	0.8952
No log	3.3053	314	0.8398	0.6912	0.8398	0.9164
No log	3.3263	316	0.9002	0.6667	0.9002	0.9488
No log	3.3474	318	0.8539	0.6815	0.8539	0.9241
No log	3.3684	320	0.8135	0.6950	0.8135	0.9020
No log	3.3895	322	0.7865	0.7413	0.7865	0.8868
No log	3.4105	324	0.7881	0.7413	0.7881	0.8878
No log	3.4316	326	0.8029	0.7114	0.8029	0.8961
No log	3.4526	328	0.8282	0.7237	0.8282	0.9101
No log	3.4737	330	0.8940	0.7711	0.8940	0.9455
No log	3.4947	332	1.0440	0.7006	1.0440	1.0218
No log	3.5158	334	1.1158	0.6552	1.1158	1.0563
No log	3.5368	336	0.9944	0.6971	0.9944	0.9972
No log	3.5579	338	0.9132	0.7432	0.9132	0.9556
No log	3.5789	340	0.9585	0.6755	0.9585	0.9790
No log	3.6	342	1.1431	0.5926	1.1431	1.0692
No log	3.6211	344	1.2288	0.5890	1.2288	1.1085
No log	3.6421	346	1.1618	0.5890	1.1618	1.0779
No log	3.6632	348	0.8822	0.6883	0.8822	0.9392
No log	3.6842	350	0.7543	0.7133	0.7543	0.8685
No log	3.7053	352	0.7774	0.7050	0.7774	0.8817
No log	3.7263	354	0.7965	0.7007	0.7965	0.8925
No log	3.7474	356	0.8196	0.6812	0.8196	0.9053
No log	3.7684	358	0.9387	0.5865	0.9387	0.9689
No log	3.7895	360	1.1042	0.5156	1.1042	1.0508
No log	3.8105	362	1.1047	0.5238	1.1047	1.0510
No log	3.8316	364	1.0618	0.5161	1.0618	1.0304
No log	3.8526	366	0.9941	0.5397	0.9941	0.9970
No log	3.8737	368	0.9151	0.6	0.9151	0.9566
No log	3.8947	370	0.8493	0.7259	0.8493	0.9216
No log	3.9158	372	0.7988	0.7465	0.7988	0.8937
No log	3.9368	374	0.7695	0.75	0.7695	0.8772
No log	3.9579	376	0.7925	0.7383	0.7925	0.8902
No log	3.9789	378	0.8450	0.7516	0.8450	0.9192
No log	4.0	380	0.8272	0.7578	0.8272	0.9095
No log	4.0211	382	0.8119	0.7532	0.8119	0.9010
No log	4.0421	384	0.8183	0.7248	0.8183	0.9046
No log	4.0632	386	0.8635	0.7297	0.8635	0.9293
No log	4.0842	388	0.9073	0.6621	0.9073	0.9525
No log	4.1053	390	0.9430	0.6443	0.9430	0.9711
No log	4.1263	392	0.9180	0.6711	0.9180	0.9581
No log	4.1474	394	0.8735	0.7439	0.8735	0.9346
No log	4.1684	396	0.8047	0.7453	0.8047	0.8971
No log	4.1895	398	0.7587	0.7673	0.7587	0.8710
No log	4.2105	400	0.7473	0.7927	0.7473	0.8645
No log	4.2316	402	0.7532	0.7738	0.7532	0.8679
No log	4.2526	404	0.7732	0.7453	0.7732	0.8793
No log	4.2737	406	0.8088	0.725	0.8088	0.8993
No log	4.2947	408	0.8168	0.7248	0.8168	0.9038
No log	4.3158	410	0.8296	0.7467	0.8296	0.9108
No log	4.3368	412	0.8137	0.7517	0.8137	0.9021
No log	4.3579	414	0.8159	0.7517	0.8159	0.9033
No log	4.3789	416	0.8062	0.7297	0.8062	0.8979
No log	4.4	418	0.7740	0.7361	0.7740	0.8798
No log	4.4211	420	0.7488	0.76	0.7488	0.8653
No log	4.4421	422	0.7392	0.76	0.7392	0.8598
No log	4.4632	424	0.7521	0.75	0.7521	0.8672
No log	4.4842	426	0.7665	0.7296	0.7665	0.8755
No log	4.5053	428	0.7865	0.7089	0.7865	0.8868
No log	4.5263	430	0.7931	0.7089	0.7931	0.8905
No log	4.5474	432	0.8488	0.7030	0.8488	0.9213
No log	4.5684	434	0.9802	0.6460	0.9802	0.9900
No log	4.5895	436	1.0860	0.6026	1.0860	1.0421
No log	4.6105	438	1.0336	0.5753	1.0336	1.0167
No log	4.6316	440	0.9525	0.6	0.9525	0.9759
No log	4.6526	442	0.9252	0.6364	0.9252	0.9619
No log	4.6737	444	0.9774	0.6107	0.9774	0.9886
No log	4.6947	446	0.9680	0.6061	0.9680	0.9839
No log	4.7158	448	0.8967	0.6515	0.8967	0.9469
No log	4.7368	450	0.8432	0.7083	0.8432	0.9183
No log	4.7579	452	0.8539	0.7320	0.8539	0.9241
No log	4.7789	454	0.8888	0.6490	0.8888	0.9428
No log	4.8	456	0.8369	0.7320	0.8369	0.9148
No log	4.8211	458	0.7733	0.7285	0.7733	0.8794
No log	4.8421	460	0.7664	0.7383	0.7664	0.8754
No log	4.8632	462	0.7862	0.7162	0.7862	0.8867
No log	4.8842	464	0.8462	0.6986	0.8462	0.9199
No log	4.9053	466	0.8606	0.6986	0.8606	0.9277
No log	4.9263	468	0.8436	0.7123	0.8436	0.9185
No log	4.9474	470	0.8436	0.6939	0.8436	0.9185
No log	4.9684	472	0.8377	0.7125	0.8377	0.9153
No log	4.9895	474	0.8862	0.7117	0.8862	0.9414
No log	5.0105	476	0.9180	0.6707	0.9180	0.9581
No log	5.0316	478	0.8822	0.7117	0.8822	0.9392
No log	5.0526	480	0.9290	0.6748	0.9290	0.9639
No log	5.0737	482	1.0426	0.6588	1.0426	1.0211
No log	5.0947	484	1.0471	0.6588	1.0471	1.0233
No log	5.1158	486	0.9415	0.6627	0.9415	0.9703
No log	5.1368	488	0.8213	0.7389	0.8213	0.9062
No log	5.1579	490	0.7950	0.7310	0.7950	0.8916
No log	5.1789	492	0.8209	0.75	0.8209	0.9060
No log	5.2	494	0.8626	0.6906	0.8626	0.9288
No log	5.2211	496	0.8957	0.6043	0.8957	0.9464
No log	5.2421	498	0.8968	0.6187	0.8968	0.9470
0.4811	5.2632	500	0.8757	0.6861	0.8757	0.9358
0.4811	5.2842	502	0.8680	0.6716	0.8680	0.9317
0.4811	5.3053	504	0.8531	0.6963	0.8531	0.9236
0.4811	5.3263	506	0.8212	0.6812	0.8212	0.9062
0.4811	5.3474	508	0.8163	0.7123	0.8163	0.9035
0.4811	5.3684	510	0.8057	0.6906	0.8057	0.8976
0.4811	5.3895	512	0.7959	0.6767	0.7959	0.8921
0.4811	5.4105	514	0.8258	0.7164	0.8258	0.9088
0.4811	5.4316	516	0.8374	0.6912	0.8374	0.9151
0.4811	5.4526	518	0.8287	0.6617	0.8287	0.9103
0.4811	5.4737	520	0.8049	0.6963	0.8049	0.8972
0.4811	5.4947	522	0.8358	0.6986	0.8358	0.9142
0.4811	5.5158	524	0.8658	0.6897	0.8658	0.9305
0.4811	5.5368	526	0.8271	0.6944	0.8271	0.9094
0.4811	5.5579	528	0.7890	0.7092	0.7890	0.8883
0.4811	5.5789	530	0.7809	0.6912	0.7809	0.8837
0.4811	5.6	532	0.8006	0.6617	0.8006	0.8948
0.4811	5.6211	534	0.8093	0.6617	0.8093	0.8996
0.4811	5.6421	536	0.8195	0.7133	0.8195	0.9053
0.4811	5.6632	538	0.8445	0.7042	0.8445	0.9190
0.4811	5.6842	540	0.8640	0.7042	0.8640	0.9295
0.4811	5.7053	542	0.8855	0.6957	0.8855	0.9410
0.4811	5.7263	544	0.8816	0.6861	0.8816	0.9390
0.4811	5.7474	546	0.8418	0.7092	0.8418	0.9175
0.4811	5.7684	548	0.8154	0.7083	0.8154	0.9030
0.4811	5.7895	550	0.8855	0.6962	0.8855	0.9410
0.4811	5.8105	552	0.9094	0.7037	0.9094	0.9536
0.4811	5.8316	554	0.8306	0.7284	0.8306	0.9114
0.4811	5.8526	556	0.7711	0.7607	0.7711	0.8781
0.4811	5.8737	558	0.7568	0.7632	0.7568	0.8699
0.4811	5.8947	560	0.7710	0.7534	0.7710	0.8781
0.4811	5.9158	562	0.7697	0.7448	0.7697	0.8773
0.4811	5.9368	564	0.7716	0.7361	0.7716	0.8784
0.4811	5.9579	566	0.8040	0.6993	0.8040	0.8967
0.4811	5.9789	568	0.8327	0.6901	0.8327	0.9125
0.4811	6.0	570	0.8404	0.6901	0.8404	0.9167
0.4811	6.0211	572	0.8492	0.6818	0.8492	0.9215
0.4811	6.0421	574	0.8724	0.7153	0.8724	0.9340
0.4811	6.0632	576	0.8440	0.7153	0.8440	0.9187
0.4811	6.0842	578	0.7903	0.7361	0.7903	0.8890
0.4811	6.1053	580	0.7683	0.7568	0.7683	0.8765
0.4811	6.1263	582	0.8036	0.7089	0.8036	0.8964
0.4811	6.1474	584	0.8803	0.6918	0.8803	0.9383
0.4811	6.1684	586	0.8904	0.6918	0.8904	0.9436
0.4811	6.1895	588	0.8325	0.7089	0.8325	0.9124
0.4811	6.2105	590	0.7784	0.7421	0.7784	0.8823
0.4811	6.2316	592	0.7479	0.75	0.7479	0.8648
0.4811	6.2526	594	0.7431	0.7468	0.7431	0.8620
0.4811	6.2737	596	0.7519	0.7421	0.7519	0.8671
0.4811	6.2947	598	0.7830	0.7342	0.7830	0.8849
0.4811	6.3158	600	0.8071	0.7342	0.8071	0.8984
0.4811	6.3368	602	0.8136	0.725	0.8136	0.9020
0.4811	6.3579	604	0.8557	0.7059	0.8557	0.9250
0.4811	6.3789	606	0.8590	0.6914	0.8590	0.9268
0.4811	6.4	608	0.8931	0.6667	0.8931	0.9450
0.4811	6.4211	610	0.9056	0.6795	0.9056	0.9516
0.4811	6.4421	612	0.8982	0.6575	0.8982	0.9477
0.4811	6.4632	614	0.8548	0.6906	0.8548	0.9246
0.4811	6.4842	616	0.8133	0.7286	0.8133	0.9018
0.4811	6.5053	618	0.7825	0.7286	0.7825	0.8846
0.4811	6.5263	620	0.7528	0.7286	0.7528	0.8676
0.4811	6.5474	622	0.7508	0.7361	0.7508	0.8665
0.4811	6.5684	624	0.7626	0.7234	0.7626	0.8732
0.4811	6.5895	626	0.7882	0.7234	0.7882	0.8878
0.4811	6.6105	628	0.8064	0.7092	0.8064	0.8980
0.4811	6.6316	630	0.8403	0.6809	0.8403	0.9167
0.4811	6.6526	632	0.9155	0.64	0.9155	0.9568
0.4811	6.6737	634	0.9231	0.6364	0.9231	0.9608
0.4811	6.6947	636	0.8656	0.6957	0.8656	0.9304
0.4811	6.7158	638	0.8013	0.7407	0.8013	0.8951
0.4811	6.7368	640	0.7869	0.7531	0.7869	0.8871
0.4811	6.7579	642	0.7966	0.7421	0.7966	0.8925
0.4811	6.7789	644	0.8163	0.75	0.8163	0.9035
0.4811	6.8	646	0.8503	0.6994	0.8503	0.9221
0.4811	6.8211	648	0.8598	0.7	0.8598	0.9273
0.4811	6.8421	650	0.8585	0.7044	0.8585	0.9265
0.4811	6.8632	652	0.8502	0.7006	0.8502	0.9221
0.4811	6.8842	654	0.8243	0.7097	0.8243	0.9079
0.4811	6.9053	656	0.8054	0.6923	0.8054	0.8974
0.4811	6.9263	658	0.7997	0.7179	0.7997	0.8943
0.4811	6.9474	660	0.8076	0.7215	0.8076	0.8987
0.4811	6.9684	662	0.8214	0.7215	0.8214	0.9063
0.4811	6.9895	664	0.8254	0.7013	0.8254	0.9085
0.4811	7.0105	666	0.8169	0.6980	0.8169	0.9038
0.4811	7.0316	668	0.8225	0.6897	0.8225	0.9069
0.4811	7.0526	670	0.8333	0.6901	0.8333	0.9128
0.4811	7.0737	672	0.8235	0.6853	0.8235	0.9075
0.4811	7.0947	674	0.8004	0.7183	0.8004	0.8947
0.4811	7.1158	676	0.7771	0.6993	0.7771	0.8815
0.4811	7.1368	678	0.7835	0.7042	0.7835	0.8852
0.4811	7.1579	680	0.7997	0.7042	0.7997	0.8942
0.4811	7.1789	682	0.8404	0.6765	0.8404	0.9167
0.4811	7.2	684	0.9466	0.6277	0.9466	0.9729
0.4811	7.2211	686	0.9833	0.5970	0.9833	0.9916
0.4811	7.2421	688	0.9646	0.6212	0.9646	0.9821
0.4811	7.2632	690	0.9054	0.6565	0.9054	0.9515

Framework versions

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