ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_task2_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: 0.6562
• Qwk: 0.3298
• Mse: 0.6562
• Rmse: 0.8101

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	0.0476	2	4.1198	-0.0214	4.1198	2.0297
No log	0.0952	4	2.4122	0.0756	2.4122	1.5531
No log	0.1429	6	1.3131	0.0258	1.3131	1.1459
No log	0.1905	8	1.1324	-0.0627	1.1324	1.0641
No log	0.2381	10	0.8641	0.1519	0.8641	0.9296
No log	0.2857	12	0.8255	0.1879	0.8255	0.9086
No log	0.3333	14	1.0266	0.0493	1.0266	1.0132
No log	0.3810	16	0.9945	0.0214	0.9945	0.9973
No log	0.4286	18	0.7568	0.2682	0.7568	0.8699
No log	0.4762	20	0.7369	0.2682	0.7369	0.8584
No log	0.5238	22	0.7958	0.2982	0.7958	0.8921
No log	0.5714	24	0.8473	0.2218	0.8473	0.9205
No log	0.6190	26	0.8300	0.3262	0.8300	0.9111
No log	0.6667	28	0.7838	0.3810	0.7838	0.8853
No log	0.7143	30	0.8314	0.3796	0.8314	0.9118
No log	0.7619	32	1.0694	0.2708	1.0694	1.0341
No log	0.8095	34	1.5816	0.1865	1.5816	1.2576
No log	0.8571	36	1.1476	0.2882	1.1476	1.0713
No log	0.9048	38	0.7256	0.3894	0.7256	0.8518
No log	0.9524	40	0.6977	0.3145	0.6977	0.8353
No log	1.0	42	0.7099	0.2900	0.7099	0.8426
No log	1.0476	44	0.7431	0.2813	0.7431	0.8621
No log	1.0952	46	0.8146	0.2767	0.8146	0.9025
No log	1.1429	48	0.9313	0.1646	0.9313	0.9650
No log	1.1905	50	0.9685	0.1351	0.9685	0.9841
No log	1.2381	52	0.8343	0.2462	0.8343	0.9134
No log	1.2857	54	0.7220	0.4149	0.7220	0.8497
No log	1.3333	56	0.6615	0.3675	0.6615	0.8133
No log	1.3810	58	0.6559	0.3675	0.6559	0.8099
No log	1.4286	60	0.6794	0.4033	0.6794	0.8243
No log	1.4762	62	0.9079	0.2549	0.9079	0.9528
No log	1.5238	64	0.9825	0.2856	0.9825	0.9912
No log	1.5714	66	0.7349	0.3770	0.7349	0.8573
No log	1.6190	68	0.6576	0.3885	0.6576	0.8109
No log	1.6667	70	0.6398	0.4048	0.6398	0.7999
No log	1.7143	72	0.7276	0.3911	0.7276	0.8530
No log	1.7619	74	1.2021	0.2477	1.2021	1.0964
No log	1.8095	76	1.1763	0.2939	1.1763	1.0846
No log	1.8571	78	0.7286	0.4117	0.7286	0.8536
No log	1.9048	80	0.6354	0.4548	0.6354	0.7971
No log	1.9524	82	0.6551	0.4017	0.6551	0.8094
No log	2.0	84	0.6166	0.4172	0.6166	0.7852
No log	2.0476	86	0.6531	0.4674	0.6531	0.8082
No log	2.0952	88	0.6995	0.4412	0.6995	0.8363
No log	2.1429	90	0.6606	0.4479	0.6606	0.8128
No log	2.1905	92	0.6070	0.4402	0.6070	0.7791
No log	2.2381	94	0.6456	0.3798	0.6456	0.8035
No log	2.2857	96	0.6705	0.3494	0.6705	0.8189
No log	2.3333	98	0.6515	0.3466	0.6515	0.8072
No log	2.3810	100	0.6496	0.3355	0.6496	0.8060
No log	2.4286	102	0.6614	0.3478	0.6614	0.8132
No log	2.4762	104	0.6672	0.3902	0.6672	0.8168
No log	2.5238	106	0.6306	0.4714	0.6306	0.7941
No log	2.5714	108	0.6378	0.4476	0.6378	0.7986
No log	2.6190	110	0.7344	0.4606	0.7344	0.8570
No log	2.6667	112	0.7692	0.4371	0.7692	0.8770
No log	2.7143	114	0.6715	0.4595	0.6715	0.8194
No log	2.7619	116	0.6723	0.4605	0.6723	0.8200
No log	2.8095	118	0.6665	0.5054	0.6665	0.8164
No log	2.8571	120	0.6555	0.4727	0.6555	0.8097
No log	2.9048	122	0.6452	0.4808	0.6452	0.8032
No log	2.9524	124	0.6587	0.5069	0.6587	0.8116
No log	3.0	126	0.6931	0.5187	0.6931	0.8325
No log	3.0476	128	0.6382	0.5069	0.6382	0.7989
No log	3.0952	130	0.7392	0.4399	0.7392	0.8598
No log	3.1429	132	0.8946	0.4143	0.8946	0.9458
No log	3.1905	134	0.7514	0.4804	0.7514	0.8668
No log	3.2381	136	0.6425	0.5018	0.6425	0.8016
No log	3.2857	138	0.6363	0.5051	0.6363	0.7977
No log	3.3333	140	0.6427	0.4263	0.6427	0.8017
No log	3.3810	142	0.7511	0.4654	0.7511	0.8666
No log	3.4286	144	0.6832	0.4072	0.6832	0.8265
No log	3.4762	146	0.6354	0.5187	0.6354	0.7971
No log	3.5238	148	0.6998	0.5072	0.6998	0.8365
No log	3.5714	150	0.6908	0.5056	0.6908	0.8312
No log	3.6190	152	0.6941	0.4420	0.6941	0.8331
No log	3.6667	154	0.9169	0.4191	0.9169	0.9576
No log	3.7143	156	0.9172	0.4191	0.9172	0.9577
No log	3.7619	158	0.6716	0.4703	0.6716	0.8195
No log	3.8095	160	0.6533	0.4794	0.6533	0.8083
No log	3.8571	162	0.6570	0.4704	0.6570	0.8105
No log	3.9048	164	0.6019	0.4706	0.6019	0.7758
No log	3.9524	166	0.7065	0.4234	0.7065	0.8406
No log	4.0	168	0.9317	0.3831	0.9317	0.9653
No log	4.0476	170	0.8885	0.3710	0.8885	0.9426
No log	4.0952	172	0.6816	0.4968	0.6816	0.8256
No log	4.1429	174	0.6148	0.5130	0.6148	0.7841
No log	4.1905	176	0.6236	0.5096	0.6236	0.7897
No log	4.2381	178	0.5990	0.5299	0.5990	0.7740
No log	4.2857	180	0.6672	0.4488	0.6672	0.8168
No log	4.3333	182	0.7657	0.4174	0.7657	0.8751
No log	4.3810	184	0.6749	0.4410	0.6749	0.8215
No log	4.4286	186	0.6132	0.5248	0.6132	0.7831
No log	4.4762	188	0.7083	0.4226	0.7083	0.8416
No log	4.5238	190	0.7002	0.4151	0.7002	0.8368
No log	4.5714	192	0.6113	0.4614	0.6113	0.7819
No log	4.6190	194	0.6389	0.4766	0.6389	0.7993
No log	4.6667	196	0.7584	0.4559	0.7584	0.8708
No log	4.7143	198	0.6990	0.4803	0.6990	0.8361
No log	4.7619	200	0.6190	0.4489	0.6190	0.7868
No log	4.8095	202	0.6606	0.4816	0.6606	0.8128
No log	4.8571	204	0.7315	0.4179	0.7315	0.8553
No log	4.9048	206	0.6960	0.4194	0.6960	0.8343
No log	4.9524	208	0.6229	0.4222	0.6229	0.7893
No log	5.0	210	0.6505	0.4190	0.6505	0.8065
No log	5.0476	212	0.7367	0.3984	0.7367	0.8583
No log	5.0952	214	0.6687	0.4277	0.6687	0.8177
No log	5.1429	216	0.6123	0.5005	0.6123	0.7825
No log	5.1905	218	0.6276	0.4992	0.6276	0.7922
No log	5.2381	220	0.6002	0.4716	0.6002	0.7747
No log	5.2857	222	0.6419	0.4451	0.6419	0.8012
No log	5.3333	224	0.7247	0.4303	0.7247	0.8513
No log	5.3810	226	0.7208	0.4303	0.7208	0.8490
No log	5.4286	228	0.6514	0.4435	0.6514	0.8071
No log	5.4762	230	0.6050	0.4716	0.6050	0.7778
No log	5.5238	232	0.6192	0.4530	0.6192	0.7869
No log	5.5714	234	0.6057	0.4529	0.6057	0.7783
No log	5.6190	236	0.6063	0.5097	0.6063	0.7787
No log	5.6667	238	0.6895	0.4855	0.6895	0.8303
No log	5.7143	240	0.7669	0.4801	0.7669	0.8757
No log	5.7619	242	0.6833	0.4940	0.6833	0.8266
No log	5.8095	244	0.6154	0.5147	0.6154	0.7845
No log	5.8571	246	0.6220	0.4917	0.6220	0.7886
No log	5.9048	248	0.6014	0.4705	0.6014	0.7755
No log	5.9524	250	0.5985	0.4762	0.5985	0.7737
No log	6.0	252	0.6345	0.4358	0.6345	0.7965
No log	6.0476	254	0.6369	0.4416	0.6369	0.7981
No log	6.0952	256	0.5952	0.4437	0.5952	0.7715
No log	6.1429	258	0.6067	0.4656	0.6067	0.7789
No log	6.1905	260	0.6301	0.4695	0.6301	0.7938
No log	6.2381	262	0.6144	0.4118	0.6144	0.7838
No log	6.2857	264	0.6047	0.3823	0.6047	0.7776
No log	6.3333	266	0.6129	0.3564	0.6129	0.7829
No log	6.3810	268	0.6145	0.3530	0.6145	0.7839
No log	6.4286	270	0.6146	0.4578	0.6146	0.7840
No log	6.4762	272	0.6235	0.4382	0.6235	0.7896
No log	6.5238	274	0.6294	0.4670	0.6294	0.7934
No log	6.5714	276	0.6225	0.4781	0.6225	0.7890
No log	6.6190	278	0.6381	0.4150	0.6381	0.7988
No log	6.6667	280	0.6355	0.3206	0.6355	0.7972
No log	6.7143	282	0.6122	0.4185	0.6122	0.7824
No log	6.7619	284	0.6183	0.3535	0.6183	0.7863
No log	6.8095	286	0.7048	0.3733	0.7048	0.8395
No log	6.8571	288	0.7224	0.3735	0.7224	0.8499
No log	6.9048	290	0.6412	0.3956	0.6412	0.8007
No log	6.9524	292	0.6361	0.5105	0.6361	0.7976
No log	7.0	294	0.6625	0.4873	0.6625	0.8139
No log	7.0476	296	0.6753	0.4707	0.6753	0.8218
No log	7.0952	298	0.6802	0.4583	0.6802	0.8248
No log	7.1429	300	0.6576	0.4534	0.6576	0.8109
No log	7.1905	302	0.6801	0.5120	0.6801	0.8247
No log	7.2381	304	0.6724	0.5120	0.6724	0.8200
No log	7.2857	306	0.6472	0.4423	0.6472	0.8045
No log	7.3333	308	0.6711	0.4547	0.6711	0.8192
No log	7.3810	310	0.6905	0.3900	0.6905	0.8310
No log	7.4286	312	0.6450	0.4140	0.6450	0.8031
No log	7.4762	314	0.5990	0.4786	0.5990	0.7740
No log	7.5238	316	0.5987	0.4460	0.5987	0.7738
No log	7.5714	318	0.5985	0.4608	0.5985	0.7736
No log	7.6190	320	0.6266	0.4990	0.6266	0.7916
No log	7.6667	322	0.6841	0.4844	0.6841	0.8271
No log	7.7143	324	0.6477	0.4904	0.6477	0.8048
No log	7.7619	326	0.6037	0.4966	0.6037	0.7770
No log	7.8095	328	0.6058	0.4953	0.6058	0.7783
No log	7.8571	330	0.6139	0.5075	0.6139	0.7835
No log	7.9048	332	0.5962	0.4726	0.5962	0.7721
No log	7.9524	334	0.6064	0.4203	0.6064	0.7787
No log	8.0	336	0.5990	0.4073	0.5990	0.7740
No log	8.0476	338	0.6207	0.5170	0.6207	0.7879
No log	8.0952	340	0.6366	0.5219	0.6366	0.7979
No log	8.1429	342	0.6314	0.5265	0.6314	0.7946
No log	8.1905	344	0.6986	0.4882	0.6986	0.8358
No log	8.2381	346	0.7070	0.5055	0.7070	0.8409
No log	8.2857	348	0.6791	0.5705	0.6791	0.8241
No log	8.3333	350	0.6664	0.5213	0.6664	0.8163
No log	8.3810	352	0.6679	0.5291	0.6679	0.8172
No log	8.4286	354	0.6724	0.5178	0.6724	0.8200
No log	8.4762	356	0.6259	0.4917	0.6259	0.7911
No log	8.5238	358	0.6121	0.4930	0.6121	0.7824
No log	8.5714	360	0.5953	0.5012	0.5953	0.7716
No log	8.6190	362	0.5933	0.4924	0.5933	0.7702
No log	8.6667	364	0.5991	0.4746	0.5991	0.7740
No log	8.7143	366	0.6108	0.4999	0.6108	0.7816
No log	8.7619	368	0.6028	0.4719	0.6028	0.7764
No log	8.8095	370	0.5987	0.4890	0.5987	0.7738
No log	8.8571	372	0.5788	0.4919	0.5788	0.7608
No log	8.9048	374	0.5839	0.4846	0.5839	0.7641
No log	8.9524	376	0.5783	0.4712	0.5783	0.7605
No log	9.0	378	0.5699	0.4489	0.5699	0.7549
No log	9.0476	380	0.6002	0.5475	0.6002	0.7747
No log	9.0952	382	0.5768	0.4991	0.5768	0.7595
No log	9.1429	384	0.5728	0.4113	0.5728	0.7568
No log	9.1905	386	0.6248	0.4380	0.6248	0.7905
No log	9.2381	388	0.6071	0.4343	0.6071	0.7792
No log	9.2857	390	0.5871	0.4916	0.5871	0.7662
No log	9.3333	392	0.6027	0.5725	0.6027	0.7764
No log	9.3810	394	0.6454	0.5628	0.6454	0.8033
No log	9.4286	396	0.6375	0.5289	0.6375	0.7984
No log	9.4762	398	0.6320	0.5565	0.6320	0.7950
No log	9.5238	400	0.6279	0.5210	0.6279	0.7924
No log	9.5714	402	0.6298	0.4973	0.6298	0.7936
No log	9.6190	404	0.6243	0.5062	0.6243	0.7901
No log	9.6667	406	0.6049	0.4684	0.6049	0.7777
No log	9.7143	408	0.5860	0.4474	0.5860	0.7655
No log	9.7619	410	0.5916	0.5041	0.5916	0.7691
No log	9.8095	412	0.6062	0.5210	0.6062	0.7786
No log	9.8571	414	0.5831	0.4837	0.5831	0.7636
No log	9.9048	416	0.6077	0.4304	0.6077	0.7795
No log	9.9524	418	0.6408	0.4481	0.6408	0.8005
No log	10.0	420	0.6096	0.4407	0.6096	0.7808
No log	10.0476	422	0.6098	0.5331	0.6098	0.7809
No log	10.0952	424	0.6293	0.4884	0.6293	0.7933
No log	10.1429	426	0.7524	0.4946	0.7524	0.8674
No log	10.1905	428	0.8109	0.4529	0.8109	0.9005
No log	10.2381	430	0.7221	0.4709	0.7221	0.8498
No log	10.2857	432	0.6064	0.4533	0.6064	0.7787
No log	10.3333	434	0.6126	0.4215	0.6126	0.7827
No log	10.3810	436	0.6491	0.4362	0.6491	0.8057
No log	10.4286	438	0.6304	0.4643	0.6304	0.7940
No log	10.4762	440	0.6168	0.4826	0.6168	0.7854
No log	10.5238	442	0.6529	0.4942	0.6529	0.8081
No log	10.5714	444	0.6589	0.5088	0.6589	0.8117
No log	10.6190	446	0.6251	0.5005	0.6251	0.7906
No log	10.6667	448	0.5980	0.4941	0.5980	0.7733
No log	10.7143	450	0.6208	0.4097	0.6208	0.7879
No log	10.7619	452	0.6199	0.3967	0.6199	0.7874
No log	10.8095	454	0.5815	0.4392	0.5815	0.7626
No log	10.8571	456	0.5907	0.4689	0.5907	0.7686
No log	10.9048	458	0.6315	0.4923	0.6315	0.7947
No log	10.9524	460	0.6136	0.4923	0.6136	0.7833
No log	11.0	462	0.6081	0.5333	0.6081	0.7798
No log	11.0476	464	0.6955	0.4161	0.6955	0.8340
No log	11.0952	466	0.8121	0.4194	0.8121	0.9012
No log	11.1429	468	0.7395	0.4467	0.7395	0.8599
No log	11.1905	470	0.6306	0.4481	0.6306	0.7941
No log	11.2381	472	0.6968	0.4872	0.6968	0.8348
No log	11.2857	474	0.8771	0.4769	0.8771	0.9365
No log	11.3333	476	0.9135	0.4176	0.9135	0.9558
No log	11.3810	478	0.7836	0.4736	0.7836	0.8852
No log	11.4286	480	0.6315	0.4531	0.6315	0.7947
No log	11.4762	482	0.5979	0.4524	0.5979	0.7733
No log	11.5238	484	0.5992	0.4870	0.5992	0.7741
No log	11.5714	486	0.6061	0.4962	0.6061	0.7785
No log	11.6190	488	0.6249	0.4979	0.6249	0.7905
No log	11.6667	490	0.6277	0.5125	0.6277	0.7923
No log	11.7143	492	0.6143	0.4262	0.6143	0.7838
No log	11.7619	494	0.6059	0.4514	0.6059	0.7784
No log	11.8095	496	0.5940	0.4867	0.5940	0.7707
No log	11.8571	498	0.5990	0.4147	0.5990	0.7740
0.3745	11.9048	500	0.6129	0.3902	0.6129	0.7829
0.3745	11.9524	502	0.6035	0.3957	0.6035	0.7769
0.3745	12.0	504	0.6067	0.3894	0.6067	0.7789
0.3745	12.0476	506	0.6086	0.4244	0.6086	0.7801
0.3745	12.0952	508	0.6177	0.4126	0.6177	0.7859
0.3745	12.1429	510	0.6240	0.3911	0.6240	0.7899
0.3745	12.1905	512	0.5981	0.4030	0.5981	0.7734
0.3745	12.2381	514	0.5774	0.4244	0.5774	0.7599
0.3745	12.2857	516	0.5930	0.5259	0.5930	0.7700
0.3745	12.3333	518	0.5946	0.5014	0.5946	0.7711
0.3745	12.3810	520	0.5850	0.5044	0.5850	0.7648
0.3745	12.4286	522	0.5747	0.4345	0.5747	0.7581
0.3745	12.4762	524	0.5884	0.4092	0.5884	0.7671
0.3745	12.5238	526	0.5951	0.4219	0.5951	0.7714
0.3745	12.5714	528	0.5903	0.4610	0.5903	0.7683
0.3745	12.6190	530	0.6087	0.5341	0.6087	0.7802
0.3745	12.6667	532	0.6237	0.5661	0.6237	0.7897
0.3745	12.7143	534	0.6191	0.5253	0.6191	0.7869
0.3745	12.7619	536	0.6132	0.5206	0.6132	0.7831
0.3745	12.8095	538	0.6195	0.5668	0.6195	0.7871
0.3745	12.8571	540	0.6216	0.5444	0.6216	0.7884
0.3745	12.9048	542	0.6306	0.5459	0.6306	0.7941
0.3745	12.9524	544	0.6340	0.5382	0.6340	0.7963
0.3745	13.0	546	0.6434	0.5382	0.6434	0.8021
0.3745	13.0476	548	0.6793	0.5278	0.6793	0.8242
0.3745	13.0952	550	0.6740	0.5278	0.6740	0.8210
0.3745	13.1429	552	0.6301	0.5012	0.6301	0.7938
0.3745	13.1905	554	0.6105	0.4586	0.6105	0.7813
0.3745	13.2381	556	0.6241	0.4251	0.6241	0.7900
0.3745	13.2857	558	0.6073	0.4402	0.6073	0.7793
0.3745	13.3333	560	0.6048	0.5071	0.6048	0.7777
0.3745	13.3810	562	0.6536	0.5071	0.6536	0.8085
0.3745	13.4286	564	0.7120	0.4668	0.7120	0.8438
0.3745	13.4762	566	0.6975	0.4697	0.6975	0.8352
0.3745	13.5238	568	0.6353	0.5090	0.6353	0.7971
0.3745	13.5714	570	0.6246	0.5483	0.6246	0.7903
0.3745	13.6190	572	0.6354	0.5689	0.6354	0.7971
0.3745	13.6667	574	0.7005	0.5220	0.7005	0.8370
0.3745	13.7143	576	0.7486	0.4926	0.7486	0.8652
0.3745	13.7619	578	0.7000	0.5114	0.7000	0.8367
0.3745	13.8095	580	0.6282	0.5253	0.6282	0.7926
0.3745	13.8571	582	0.6161	0.5164	0.6161	0.7849
0.3745	13.9048	584	0.6269	0.5343	0.6269	0.7917
0.3745	13.9524	586	0.6140	0.5327	0.6140	0.7836
0.3745	14.0	588	0.6087	0.5231	0.6087	0.7802
0.3745	14.0476	590	0.5865	0.5415	0.5865	0.7658
0.3745	14.0952	592	0.5762	0.4650	0.5762	0.7591
0.3745	14.1429	594	0.5791	0.5302	0.5791	0.7610
0.3745	14.1905	596	0.5773	0.4740	0.5773	0.7598
0.3745	14.2381	598	0.5845	0.4302	0.5845	0.7645
0.3745	14.2857	600	0.5939	0.4012	0.5939	0.7706
0.3745	14.3333	602	0.5984	0.4170	0.5984	0.7736
0.3745	14.3810	604	0.5971	0.4963	0.5971	0.7727
0.3745	14.4286	606	0.5970	0.5350	0.5970	0.7726
0.3745	14.4762	608	0.6061	0.5259	0.6061	0.7785
0.3745	14.5238	610	0.6119	0.4984	0.6119	0.7822
0.3745	14.5714	612	0.6164	0.4984	0.6164	0.7851
0.3745	14.6190	614	0.5931	0.4859	0.5931	0.7701
0.3745	14.6667	616	0.5877	0.4638	0.5877	0.7666
0.3745	14.7143	618	0.5910	0.4801	0.5910	0.7688
0.3745	14.7619	620	0.5953	0.5165	0.5953	0.7715
0.3745	14.8095	622	0.5877	0.4650	0.5877	0.7666
0.3745	14.8571	624	0.5877	0.4648	0.5877	0.7666
0.3745	14.9048	626	0.5948	0.4677	0.5948	0.7712
0.3745	14.9524	628	0.5947	0.4677	0.5947	0.7711
0.3745	15.0	630	0.5880	0.4877	0.5880	0.7668
0.3745	15.0476	632	0.5960	0.4465	0.5960	0.7720
0.3745	15.0952	634	0.6135	0.4934	0.6135	0.7833
0.3745	15.1429	636	0.6369	0.5083	0.6369	0.7981
0.3745	15.1905	638	0.6357	0.5111	0.6357	0.7973
0.3745	15.2381	640	0.6091	0.5248	0.6091	0.7804
0.3745	15.2857	642	0.5974	0.4887	0.5974	0.7729
0.3745	15.3333	644	0.6151	0.4997	0.6151	0.7843
0.3745	15.3810	646	0.6083	0.4759	0.6083	0.7799
0.3745	15.4286	648	0.6398	0.5703	0.6398	0.7998
0.3745	15.4762	650	0.6780	0.5524	0.6780	0.8234
0.3745	15.5238	652	0.7010	0.5319	0.7010	0.8373
0.3745	15.5714	654	0.6550	0.5317	0.6550	0.8093
0.3745	15.6190	656	0.5983	0.5048	0.5983	0.7735
0.3745	15.6667	658	0.5939	0.5215	0.5939	0.7706
0.3745	15.7143	660	0.5924	0.5106	0.5924	0.7697
0.3745	15.7619	662	0.6023	0.5186	0.6023	0.7761
0.3745	15.8095	664	0.6150	0.5234	0.6150	0.7842
0.3745	15.8571	666	0.6067	0.5080	0.6067	0.7789
0.3745	15.9048	668	0.5852	0.5230	0.5852	0.7650
0.3745	15.9524	670	0.5843	0.5396	0.5843	0.7644
0.3745	16.0	672	0.6043	0.5269	0.6043	0.7773
0.3745	16.0476	674	0.6067	0.5128	0.6067	0.7789
0.3745	16.0952	676	0.5998	0.5373	0.5998	0.7745
0.3745	16.1429	678	0.6024	0.5112	0.6024	0.7761
0.3745	16.1905	680	0.6232	0.4790	0.6232	0.7894
0.3745	16.2381	682	0.6288	0.3910	0.6288	0.7929
0.3745	16.2857	684	0.6161	0.4062	0.6160	0.7849
0.3745	16.3333	686	0.5921	0.5119	0.5921	0.7695
0.3745	16.3810	688	0.5892	0.5440	0.5892	0.7676
0.3745	16.4286	690	0.5972	0.5152	0.5972	0.7728
0.3745	16.4762	692	0.6035	0.4998	0.6035	0.7769
0.3745	16.5238	694	0.6137	0.4526	0.6137	0.7834
0.3745	16.5714	696	0.5981	0.5011	0.5981	0.7734
0.3745	16.6190	698	0.5945	0.5302	0.5945	0.7710
0.3745	16.6667	700	0.6151	0.5180	0.6151	0.7843
0.3745	16.7143	702	0.6253	0.5137	0.6253	0.7908
0.3745	16.7619	704	0.6106	0.5196	0.6106	0.7814
0.3745	16.8095	706	0.6089	0.5256	0.6089	0.7803
0.3745	16.8571	708	0.6109	0.5069	0.6109	0.7816
0.3745	16.9048	710	0.6121	0.4802	0.6121	0.7824
0.3745	16.9524	712	0.6208	0.5238	0.6208	0.7879
0.3745	17.0	714	0.6404	0.4999	0.6404	0.8003
0.3745	17.0476	716	0.6467	0.4902	0.6467	0.8042
0.3745	17.0952	718	0.6367	0.5180	0.6367	0.7980
0.3745	17.1429	720	0.6272	0.5209	0.6272	0.7920
0.3745	17.1905	722	0.6288	0.4991	0.6288	0.7930
0.3745	17.2381	724	0.6404	0.4862	0.6404	0.8003
0.3745	17.2857	726	0.6317	0.5276	0.6317	0.7948
0.3745	17.3333	728	0.6285	0.4935	0.6285	0.7928
0.3745	17.3810	730	0.6251	0.4998	0.6251	0.7906
0.3745	17.4286	732	0.6198	0.4998	0.6198	0.7873
0.3745	17.4762	734	0.6250	0.4877	0.6250	0.7906
0.3745	17.5238	736	0.6267	0.5209	0.6267	0.7916
0.3745	17.5714	738	0.6200	0.5209	0.6200	0.7874
0.3745	17.6190	740	0.6125	0.5209	0.6125	0.7826
0.3745	17.6667	742	0.6039	0.4860	0.6039	0.7771
0.3745	17.7143	744	0.6022	0.5063	0.6022	0.7760
0.3745	17.7619	746	0.6010	0.4977	0.6010	0.7752
0.3745	17.8095	748	0.6075	0.4178	0.6075	0.7794
0.3745	17.8571	750	0.6063	0.4937	0.6063	0.7786
0.3745	17.9048	752	0.6152	0.5312	0.6152	0.7843
0.3745	17.9524	754	0.6309	0.5214	0.6309	0.7943
0.3745	18.0	756	0.6062	0.4785	0.6062	0.7786
0.3745	18.0476	758	0.6081	0.4788	0.6081	0.7798
0.3745	18.0952	760	0.6457	0.4417	0.6457	0.8036
0.3745	18.1429	762	0.6420	0.3848	0.6420	0.8013
0.3745	18.1905	764	0.5996	0.4032	0.5996	0.7743
0.3745	18.2381	766	0.5913	0.4749	0.5913	0.7689
0.3745	18.2857	768	0.6193	0.4830	0.6193	0.7869
0.3745	18.3333	770	0.6355	0.4870	0.6355	0.7972
0.3745	18.3810	772	0.6189	0.4570	0.6189	0.7867
0.3745	18.4286	774	0.6167	0.4570	0.6167	0.7853
0.3745	18.4762	776	0.6026	0.4607	0.6026	0.7763
0.3745	18.5238	778	0.6071	0.3796	0.6071	0.7792
0.3745	18.5714	780	0.6041	0.4393	0.6041	0.7772
0.3745	18.6190	782	0.6115	0.4570	0.6115	0.7820
0.3745	18.6667	784	0.6143	0.4795	0.6143	0.7837
0.3745	18.7143	786	0.6026	0.4514	0.6026	0.7763
0.3745	18.7619	788	0.5996	0.3979	0.5996	0.7743
0.3745	18.8095	790	0.6011	0.4057	0.6011	0.7753
0.3745	18.8571	792	0.5964	0.4242	0.5964	0.7723
0.3745	18.9048	794	0.5997	0.4417	0.5997	0.7744
0.3745	18.9524	796	0.6368	0.4799	0.6368	0.7980
0.3745	19.0	798	0.6893	0.5269	0.6893	0.8302
0.3745	19.0476	800	0.6977	0.5280	0.6977	0.8353
0.3745	19.0952	802	0.6567	0.5250	0.6567	0.8103
0.3745	19.1429	804	0.6071	0.4639	0.6071	0.7791
0.3745	19.1905	806	0.5864	0.4537	0.5864	0.7658
0.3745	19.2381	808	0.5806	0.4618	0.5806	0.7620
0.3745	19.2857	810	0.5836	0.4679	0.5836	0.7639
0.3745	19.3333	812	0.6074	0.4746	0.6074	0.7793
0.3745	19.3810	814	0.6035	0.4651	0.6035	0.7768
0.3745	19.4286	816	0.5833	0.4776	0.5833	0.7637
0.3745	19.4762	818	0.5763	0.4941	0.5763	0.7591
0.3745	19.5238	820	0.5763	0.4878	0.5763	0.7592
0.3745	19.5714	822	0.5761	0.4878	0.5761	0.7590
0.3745	19.6190	824	0.5795	0.4964	0.5795	0.7612
0.3745	19.6667	826	0.5968	0.5336	0.5968	0.7725
0.3745	19.7143	828	0.6298	0.5485	0.6298	0.7936
0.3745	19.7619	830	0.6392	0.5569	0.6392	0.7995
0.3745	19.8095	832	0.6296	0.5588	0.6296	0.7935
0.3745	19.8571	834	0.5985	0.5327	0.5985	0.7737
0.3745	19.9048	836	0.5857	0.4984	0.5857	0.7653
0.3745	19.9524	838	0.5763	0.4956	0.5763	0.7591
0.3745	20.0	840	0.5789	0.5075	0.5789	0.7609
0.3745	20.0476	842	0.6050	0.4538	0.6050	0.7778
0.3745	20.0952	844	0.6160	0.4733	0.6160	0.7849
0.3745	20.1429	846	0.5994	0.4538	0.5994	0.7742
0.3745	20.1905	848	0.5759	0.4741	0.5759	0.7589
0.3745	20.2381	850	0.5730	0.4607	0.5730	0.7570
0.3745	20.2857	852	0.5742	0.4447	0.5742	0.7577
0.3745	20.3333	854	0.5757	0.4455	0.5757	0.7587
0.3745	20.3810	856	0.5796	0.4221	0.5796	0.7613
0.3745	20.4286	858	0.5768	0.4289	0.5768	0.7595
0.3745	20.4762	860	0.5831	0.4723	0.5831	0.7636
0.3745	20.5238	862	0.6211	0.4835	0.6211	0.7881
0.3745	20.5714	864	0.6589	0.4901	0.6589	0.8117
0.3745	20.6190	866	0.6592	0.4979	0.6592	0.8119
0.3745	20.6667	868	0.6200	0.5153	0.6200	0.7874
0.3745	20.7143	870	0.5984	0.4813	0.5984	0.7736
0.3745	20.7619	872	0.5960	0.4983	0.5960	0.7720
0.3745	20.8095	874	0.5953	0.4983	0.5953	0.7715
0.3745	20.8571	876	0.5915	0.4699	0.5915	0.7691
0.3745	20.9048	878	0.6151	0.5020	0.6151	0.7843
0.3745	20.9524	880	0.6326	0.5020	0.6326	0.7954
0.3745	21.0	882	0.6058	0.4733	0.6058	0.7783
0.3745	21.0476	884	0.5839	0.4977	0.5839	0.7642
0.3745	21.0952	886	0.6192	0.4614	0.6192	0.7869
0.3745	21.1429	888	0.6641	0.3557	0.6641	0.8149
0.3745	21.1905	890	0.6525	0.3618	0.6525	0.8078
0.3745	21.2381	892	0.6113	0.4368	0.6113	0.7819
0.3745	21.2857	894	0.5998	0.4399	0.5998	0.7745
0.3745	21.3333	896	0.6010	0.4772	0.6010	0.7752
0.3745	21.3810	898	0.6084	0.5063	0.6084	0.7800
0.3745	21.4286	900	0.6116	0.4737	0.6116	0.7821
0.3745	21.4762	902	0.6212	0.4368	0.6212	0.7881
0.3745	21.5238	904	0.6513	0.3794	0.6513	0.8070
0.3745	21.5714	906	0.7108	0.3700	0.7108	0.8431
0.3745	21.6190	908	0.7707	0.3874	0.7707	0.8779
0.3745	21.6667	910	0.7264	0.3830	0.7264	0.8523
0.3745	21.7143	912	0.6562	0.3298	0.6562	0.8101

Framework versions

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