ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k17_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: 0.8058
• Qwk: 0.5313
• Mse: 0.8058
• Rmse: 0.8977

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0211	2	4.1886	0.0140	4.1886	2.0466
No log	0.0421	4	2.0039	0.0773	2.0039	1.4156
No log	0.0632	6	0.9994	0.0862	0.9994	0.9997
No log	0.0842	8	0.7559	0.0670	0.7559	0.8694
No log	0.1053	10	0.7014	0.1842	0.7014	0.8375
No log	0.1263	12	0.7232	0.0939	0.7232	0.8504
No log	0.1474	14	0.7216	0.0851	0.7216	0.8495
No log	0.1684	16	0.6848	0.1941	0.6848	0.8275
No log	0.1895	18	0.7217	0.1059	0.7217	0.8495
No log	0.2105	20	0.7088	0.2005	0.7088	0.8419
No log	0.2316	22	0.7442	0.2293	0.7442	0.8627
No log	0.2526	24	0.6524	0.2543	0.6524	0.8077
No log	0.2737	26	0.6808	0.2008	0.6808	0.8251
No log	0.2947	28	0.6946	0.1879	0.6946	0.8334
No log	0.3158	30	0.6894	0.2340	0.6894	0.8303
No log	0.3368	32	0.5882	0.3395	0.5882	0.7669
No log	0.3579	34	0.8073	0.1840	0.8073	0.8985
No log	0.3789	36	1.0749	0.1657	1.0749	1.0368
No log	0.4	38	0.8608	0.1773	0.8608	0.9278
No log	0.4211	40	0.5777	0.4260	0.5777	0.7601
No log	0.4421	42	0.6739	0.4035	0.6739	0.8209
No log	0.4632	44	0.7258	0.4221	0.7258	0.8519
No log	0.4842	46	0.5937	0.4701	0.5937	0.7705
No log	0.5053	48	0.5669	0.4131	0.5669	0.7529
No log	0.5263	50	0.8559	0.4324	0.8559	0.9252
No log	0.5474	52	0.9929	0.3777	0.9929	0.9964
No log	0.5684	54	0.7733	0.4887	0.7733	0.8794
No log	0.5895	56	0.6130	0.4757	0.6130	0.7829
No log	0.6105	58	0.5806	0.5857	0.5806	0.7620
No log	0.6316	60	0.7003	0.5155	0.7003	0.8368
No log	0.6526	62	0.6566	0.5722	0.6566	0.8103
No log	0.6737	64	0.8199	0.4688	0.8199	0.9055
No log	0.6947	66	1.1045	0.3589	1.1045	1.0510
No log	0.7158	68	1.1873	0.3097	1.1873	1.0897
No log	0.7368	70	0.8744	0.4745	0.8744	0.9351
No log	0.7579	72	0.8293	0.5853	0.8293	0.9107
No log	0.7789	74	0.9748	0.4757	0.9748	0.9873
No log	0.8	76	0.9969	0.4670	0.9969	0.9985
No log	0.8211	78	0.8005	0.5353	0.8005	0.8947
No log	0.8421	80	0.7141	0.5751	0.7141	0.8451
No log	0.8632	82	0.7357	0.5615	0.7357	0.8577
No log	0.8842	84	0.6117	0.5037	0.6117	0.7821
No log	0.9053	86	0.5902	0.5305	0.5902	0.7682
No log	0.9263	88	0.7595	0.5073	0.7595	0.8715
No log	0.9474	90	0.7515	0.4883	0.7515	0.8669
No log	0.9684	92	0.6267	0.5126	0.6267	0.7916
No log	0.9895	94	0.5877	0.4959	0.5877	0.7666
No log	1.0105	96	0.6119	0.4953	0.6119	0.7822
No log	1.0316	98	0.6044	0.4882	0.6044	0.7774
No log	1.0526	100	0.5991	0.5199	0.5991	0.7740
No log	1.0737	102	0.7317	0.5443	0.7317	0.8554
No log	1.0947	104	1.1194	0.4517	1.1194	1.0580
No log	1.1158	106	1.3930	0.4267	1.3930	1.1803
No log	1.1368	108	1.2268	0.4626	1.2268	1.1076
No log	1.1579	110	0.8926	0.5351	0.8926	0.9448
No log	1.1789	112	0.7801	0.5431	0.7801	0.8832
No log	1.2	114	0.8001	0.5230	0.8001	0.8945
No log	1.2211	116	0.8269	0.5466	0.8269	0.9094
No log	1.2421	118	0.8636	0.5359	0.8636	0.9293
No log	1.2632	120	0.9454	0.5408	0.9454	0.9723
No log	1.2842	122	1.0137	0.5251	1.0137	1.0068
No log	1.3053	124	1.1256	0.4948	1.1256	1.0609
No log	1.3263	126	1.0244	0.5005	1.0244	1.0121
No log	1.3474	128	0.8979	0.5029	0.8979	0.9476
No log	1.3684	130	0.8466	0.4713	0.8466	0.9201
No log	1.3895	132	0.8138	0.4873	0.8138	0.9021
No log	1.4105	134	1.0000	0.4643	1.0000	1.0000
No log	1.4316	136	1.3869	0.4575	1.3869	1.1777
No log	1.4526	138	1.4175	0.4803	1.4175	1.1906
No log	1.4737	140	1.3630	0.4673	1.3630	1.1675
No log	1.4947	142	1.3722	0.4742	1.3722	1.1714
No log	1.5158	144	1.2454	0.4907	1.2454	1.1160
No log	1.5368	146	1.0935	0.4862	1.0935	1.0457
No log	1.5579	148	1.0405	0.4874	1.0405	1.0200
No log	1.5789	150	0.9565	0.4975	0.9565	0.9780
No log	1.6	152	0.9304	0.5119	0.9304	0.9646
No log	1.6211	154	0.9172	0.5417	0.9172	0.9577
No log	1.6421	156	0.9411	0.5155	0.9411	0.9701
No log	1.6632	158	0.8667	0.5080	0.8667	0.9310
No log	1.6842	160	0.8080	0.5007	0.8080	0.8989
No log	1.7053	162	0.8088	0.5120	0.8088	0.8993
No log	1.7263	164	0.7969	0.5730	0.7969	0.8927
No log	1.7474	166	0.8110	0.5593	0.8110	0.9006
No log	1.7684	168	0.9933	0.5196	0.9933	0.9966
No log	1.7895	170	1.1896	0.4596	1.1896	1.0907
No log	1.8105	172	1.0438	0.4681	1.0438	1.0217
No log	1.8316	174	0.8593	0.4693	0.8593	0.9270
No log	1.8526	176	0.7808	0.5038	0.7808	0.8836
No log	1.8737	178	0.8309	0.4749	0.8309	0.9115
No log	1.8947	180	0.8275	0.4617	0.8275	0.9096
No log	1.9158	182	0.8258	0.4752	0.8258	0.9087
No log	1.9368	184	0.8783	0.4624	0.8783	0.9372
No log	1.9579	186	0.9534	0.4724	0.9534	0.9764
No log	1.9789	188	0.8835	0.4824	0.8835	0.9399
No log	2.0	190	0.7673	0.5146	0.7673	0.8760
No log	2.0211	192	0.7215	0.5716	0.7215	0.8494
No log	2.0421	194	0.7040	0.5243	0.7040	0.8390
No log	2.0632	196	0.7845	0.4826	0.7845	0.8857
No log	2.0842	198	0.9497	0.4594	0.9497	0.9745
No log	2.1053	200	1.0805	0.4391	1.0805	1.0395
No log	2.1263	202	1.1101	0.4226	1.1101	1.0536
No log	2.1474	204	1.0140	0.4750	1.0140	1.0070
No log	2.1684	206	0.9325	0.5237	0.9325	0.9657
No log	2.1895	208	0.9336	0.4981	0.9336	0.9662
No log	2.2105	210	0.9238	0.4879	0.9238	0.9611
No log	2.2316	212	0.9400	0.4710	0.9400	0.9695
No log	2.2526	214	1.0147	0.4721	1.0147	1.0073
No log	2.2737	216	0.9986	0.4925	0.9986	0.9993
No log	2.2947	218	0.9236	0.5019	0.9236	0.9610
No log	2.3158	220	0.8129	0.5235	0.8129	0.9016
No log	2.3368	222	0.8029	0.5086	0.8029	0.8960
No log	2.3579	224	0.8102	0.5010	0.8102	0.9001
No log	2.3789	226	0.9015	0.5022	0.9015	0.9495
No log	2.4	228	1.0933	0.4711	1.0933	1.0456
No log	2.4211	230	1.0915	0.4924	1.0915	1.0447
No log	2.4421	232	0.9215	0.5168	0.9215	0.9599
No log	2.4632	234	0.7914	0.5489	0.7914	0.8896
No log	2.4842	236	0.8202	0.5105	0.8202	0.9057
No log	2.5053	238	0.7864	0.5321	0.7864	0.8868
No log	2.5263	240	0.7133	0.5641	0.7133	0.8446
No log	2.5474	242	0.7509	0.5252	0.7509	0.8666
No log	2.5684	244	0.8628	0.5019	0.8628	0.9289
No log	2.5895	246	1.0636	0.4861	1.0636	1.0313
No log	2.6105	248	1.0227	0.4729	1.0227	1.0113
No log	2.6316	250	0.8540	0.5153	0.8540	0.9241
No log	2.6526	252	0.7588	0.5553	0.7588	0.8711
No log	2.6737	254	0.7822	0.5064	0.7822	0.8844
No log	2.6947	256	0.7935	0.5624	0.7935	0.8908
No log	2.7158	258	0.8516	0.5105	0.8516	0.9228
No log	2.7368	260	0.9308	0.4750	0.9308	0.9648
No log	2.7579	262	0.9988	0.4632	0.9988	0.9994
No log	2.7789	264	1.0117	0.4744	1.0117	1.0058
No log	2.8	266	0.9241	0.4678	0.9241	0.9613
No log	2.8211	268	0.8376	0.4788	0.8376	0.9152
No log	2.8421	270	0.7983	0.5187	0.7983	0.8935
No log	2.8632	272	0.7915	0.5421	0.7915	0.8897
No log	2.8842	274	0.8262	0.4805	0.8262	0.9090
No log	2.9053	276	0.9533	0.4845	0.9533	0.9764
No log	2.9263	278	0.9718	0.4677	0.9718	0.9858
No log	2.9474	280	0.9208	0.4853	0.9208	0.9596
No log	2.9684	282	0.8802	0.4876	0.8802	0.9382
No log	2.9895	284	0.8900	0.4795	0.8900	0.9434
No log	3.0105	286	0.9261	0.4702	0.9261	0.9624
No log	3.0316	288	0.9679	0.4599	0.9679	0.9838
No log	3.0526	290	0.9385	0.4640	0.9385	0.9688
No log	3.0737	292	0.9382	0.4658	0.9382	0.9686
No log	3.0947	294	0.9690	0.4724	0.9690	0.9844
No log	3.1158	296	1.1112	0.4551	1.1112	1.0541
No log	3.1368	298	1.2723	0.3992	1.2723	1.1280
No log	3.1579	300	1.1821	0.3735	1.1821	1.0872
No log	3.1789	302	0.9763	0.4009	0.9763	0.9881
No log	3.2	304	0.8959	0.4937	0.8959	0.9465
No log	3.2211	306	0.8906	0.4639	0.8906	0.9437
No log	3.2421	308	0.8296	0.4735	0.8296	0.9108
No log	3.2632	310	0.7841	0.5423	0.7841	0.8855
No log	3.2842	312	0.7722	0.5284	0.7722	0.8787
No log	3.3053	314	0.8030	0.4857	0.8030	0.8961
No log	3.3263	316	0.9069	0.4763	0.9069	0.9523
No log	3.3474	318	0.9466	0.4636	0.9466	0.9729
No log	3.3684	320	0.8842	0.4934	0.8842	0.9403
No log	3.3895	322	0.7968	0.5449	0.7968	0.8926
No log	3.4105	324	0.8195	0.5520	0.8195	0.9052
No log	3.4316	326	0.8247	0.5603	0.8247	0.9081
No log	3.4526	328	0.8009	0.5507	0.8009	0.8949
No log	3.4737	330	0.7563	0.5598	0.7563	0.8697
No log	3.4947	332	0.7202	0.5550	0.7202	0.8487
No log	3.5158	334	0.7398	0.5112	0.7398	0.8601
No log	3.5368	336	0.7777	0.5094	0.7777	0.8819
No log	3.5579	338	0.8517	0.5104	0.8517	0.9229
No log	3.5789	340	0.8362	0.4972	0.8362	0.9144
No log	3.6	342	0.7716	0.5206	0.7716	0.8784
No log	3.6211	344	0.7878	0.4804	0.7878	0.8876
No log	3.6421	346	0.8097	0.5252	0.8097	0.8998
No log	3.6632	348	0.8587	0.4635	0.8587	0.9267
No log	3.6842	350	0.9713	0.4800	0.9713	0.9855
No log	3.7053	352	1.0031	0.4791	1.0031	1.0016
No log	3.7263	354	0.9406	0.4728	0.9406	0.9699
No log	3.7474	356	0.8808	0.5031	0.8808	0.9385
No log	3.7684	358	0.8215	0.4894	0.8215	0.9064
No log	3.7895	360	0.8020	0.4973	0.8020	0.8956
No log	3.8105	362	0.8159	0.5026	0.8159	0.9033
No log	3.8316	364	0.7906	0.5293	0.7906	0.8892
No log	3.8526	366	0.8189	0.5159	0.8189	0.9049
No log	3.8737	368	0.9239	0.5059	0.9239	0.9612
No log	3.8947	370	0.9731	0.4977	0.9731	0.9865
No log	3.9158	372	0.9661	0.4888	0.9661	0.9829
No log	3.9368	374	0.8899	0.5029	0.8899	0.9434
No log	3.9579	376	0.8315	0.4926	0.8315	0.9118
No log	3.9789	378	0.8518	0.4904	0.8518	0.9229
No log	4.0	380	0.9268	0.5065	0.9268	0.9627
No log	4.0211	382	0.9902	0.4787	0.9902	0.9951
No log	4.0421	384	1.0221	0.4247	1.0221	1.0110
No log	4.0632	386	0.9122	0.4513	0.9122	0.9551
No log	4.0842	388	0.7715	0.5420	0.7715	0.8783
No log	4.1053	390	0.6813	0.5299	0.6813	0.8254
No log	4.1263	392	0.6676	0.5599	0.6676	0.8170
No log	4.1474	394	0.7036	0.5317	0.7036	0.8388
No log	4.1684	396	0.7245	0.5176	0.7245	0.8512
No log	4.1895	398	0.7850	0.5614	0.7850	0.8860
No log	4.2105	400	0.8578	0.5171	0.8578	0.9262
No log	4.2316	402	0.8472	0.5239	0.8472	0.9204
No log	4.2526	404	0.7612	0.5614	0.7612	0.8725
No log	4.2737	406	0.6957	0.5324	0.6957	0.8341
No log	4.2947	408	0.6782	0.5566	0.6782	0.8235
No log	4.3158	410	0.6581	0.5504	0.6581	0.8112
No log	4.3368	412	0.6867	0.5773	0.6867	0.8286
No log	4.3579	414	0.7622	0.5371	0.7622	0.8730
No log	4.3789	416	0.8399	0.4920	0.8399	0.9165
No log	4.4	418	0.8804	0.4960	0.8804	0.9383
No log	4.4211	420	0.8470	0.4933	0.8470	0.9203
No log	4.4421	422	0.7918	0.5238	0.7918	0.8898
No log	4.4632	424	0.7859	0.5238	0.7859	0.8865
No log	4.4842	426	0.7911	0.5161	0.7911	0.8895
No log	4.5053	428	0.7842	0.4982	0.7842	0.8855
No log	4.5263	430	0.7861	0.4997	0.7861	0.8866
No log	4.5474	432	0.8292	0.4929	0.8292	0.9106
No log	4.5684	434	0.8528	0.4882	0.8528	0.9235
No log	4.5895	436	0.8410	0.4949	0.8410	0.9170
No log	4.6105	438	0.8090	0.5328	0.8090	0.8994
No log	4.6316	440	0.8000	0.5668	0.8000	0.8944
No log	4.6526	442	0.8151	0.5069	0.8151	0.9029
No log	4.6737	444	0.8479	0.4941	0.8479	0.9208
No log	4.6947	446	0.8410	0.4941	0.8410	0.9171
No log	4.7158	448	0.8419	0.4821	0.8419	0.9176
No log	4.7368	450	0.8673	0.4922	0.8673	0.9313
No log	4.7579	452	0.8959	0.4804	0.8959	0.9465
No log	4.7789	454	0.9265	0.4730	0.9265	0.9625
No log	4.8	456	0.9590	0.4657	0.9590	0.9793
No log	4.8211	458	0.8967	0.4519	0.8967	0.9470
No log	4.8421	460	0.8483	0.4698	0.8483	0.9210
No log	4.8632	462	0.8731	0.4744	0.8731	0.9344
No log	4.8842	464	0.9222	0.4647	0.9222	0.9603
No log	4.9053	466	0.9617	0.4550	0.9617	0.9807
No log	4.9263	468	0.9363	0.4519	0.9363	0.9676
No log	4.9474	470	0.8690	0.4691	0.8690	0.9322
No log	4.9684	472	0.8450	0.5250	0.8450	0.9192
No log	4.9895	474	0.8197	0.5285	0.8197	0.9053
No log	5.0105	476	0.8300	0.5199	0.8300	0.9110
No log	5.0316	478	0.8782	0.4748	0.8782	0.9371
No log	5.0526	480	0.8929	0.4413	0.8929	0.9449
No log	5.0737	482	0.8410	0.4676	0.8410	0.9171
No log	5.0947	484	0.7617	0.5140	0.7617	0.8728
No log	5.1158	486	0.6893	0.5579	0.6893	0.8302
No log	5.1368	488	0.6694	0.5758	0.6694	0.8182
No log	5.1579	490	0.6760	0.5710	0.6760	0.8222
No log	5.1789	492	0.7025	0.5696	0.7025	0.8381
No log	5.2	494	0.7465	0.5535	0.7465	0.8640
No log	5.2211	496	0.8204	0.5069	0.8204	0.9057
No log	5.2421	498	0.8877	0.4795	0.8877	0.9422
0.4741	5.2632	500	0.9752	0.4566	0.9752	0.9875
0.4741	5.2842	502	0.9715	0.4796	0.9715	0.9856
0.4741	5.3053	504	0.9626	0.4726	0.9626	0.9811
0.4741	5.3263	506	0.9527	0.4686	0.9527	0.9760
0.4741	5.3474	508	0.9046	0.5068	0.9046	0.9511
0.4741	5.3684	510	0.9299	0.5068	0.9299	0.9643
0.4741	5.3895	512	0.9873	0.4710	0.9873	0.9937
0.4741	5.4105	514	1.0082	0.4946	1.0082	1.0041
0.4741	5.4316	516	0.9361	0.4986	0.9361	0.9675
0.4741	5.4526	518	0.8555	0.5113	0.8555	0.9249
0.4741	5.4737	520	0.8125	0.5204	0.8125	0.9014
0.4741	5.4947	522	0.7983	0.5348	0.7983	0.8935
0.4741	5.5158	524	0.8071	0.5274	0.8071	0.8984
0.4741	5.5368	526	0.8847	0.4952	0.8847	0.9406
0.4741	5.5579	528	0.9404	0.4972	0.9404	0.9697
0.4741	5.5789	530	0.9381	0.5028	0.9381	0.9686
0.4741	5.6	532	0.9047	0.4971	0.9047	0.9512
0.4741	5.6211	534	0.8952	0.5005	0.8952	0.9462
0.4741	5.6421	536	0.9059	0.5029	0.9059	0.9518
0.4741	5.6632	538	0.9375	0.5056	0.9375	0.9682
0.4741	5.6842	540	0.9726	0.4466	0.9726	0.9862
0.4741	5.7053	542	0.9343	0.4729	0.9343	0.9666
0.4741	5.7263	544	0.8762	0.5037	0.8762	0.9360
0.4741	5.7474	546	0.8614	0.5044	0.8614	0.9281
0.4741	5.7684	548	0.8532	0.5119	0.8532	0.9237
0.4741	5.7895	550	0.8555	0.5183	0.8555	0.9249
0.4741	5.8105	552	0.8502	0.5060	0.8502	0.9220
0.4741	5.8316	554	0.8357	0.4957	0.8357	0.9141
0.4741	5.8526	556	0.8121	0.4942	0.8121	0.9011
0.4741	5.8737	558	0.7757	0.5085	0.7757	0.8807
0.4741	5.8947	560	0.7348	0.5114	0.7348	0.8572
0.4741	5.9158	562	0.7002	0.5738	0.7002	0.8368
0.4741	5.9368	564	0.6895	0.5738	0.6895	0.8304
0.4741	5.9579	566	0.7037	0.5522	0.7037	0.8389
0.4741	5.9789	568	0.7284	0.5398	0.7284	0.8535
0.4741	6.0	570	0.7354	0.5305	0.7354	0.8575
0.4741	6.0211	572	0.7458	0.5028	0.7458	0.8636
0.4741	6.0421	574	0.7515	0.5062	0.7515	0.8669
0.4741	6.0632	576	0.7413	0.5211	0.7413	0.8610
0.4741	6.0842	578	0.7208	0.5253	0.7208	0.8490
0.4741	6.1053	580	0.7147	0.5192	0.7147	0.8454
0.4741	6.1263	582	0.7260	0.5237	0.7260	0.8520
0.4741	6.1474	584	0.7556	0.5420	0.7556	0.8693
0.4741	6.1684	586	0.7986	0.5096	0.7986	0.8936
0.4741	6.1895	588	0.8312	0.5044	0.8312	0.9117
0.4741	6.2105	590	0.8722	0.5197	0.8722	0.9339
0.4741	6.2316	592	0.8541	0.5206	0.8541	0.9242
0.4741	6.2526	594	0.7944	0.4975	0.7944	0.8913
0.4741	6.2737	596	0.7608	0.5275	0.7608	0.8722
0.4741	6.2947	598	0.7616	0.5221	0.7616	0.8727
0.4741	6.3158	600	0.7720	0.5371	0.7720	0.8786
0.4741	6.3368	602	0.7975	0.5155	0.7975	0.8930
0.4741	6.3579	604	0.7885	0.5356	0.7885	0.8880
0.4741	6.3789	606	0.7805	0.5435	0.7805	0.8835
0.4741	6.4	608	0.8000	0.4741	0.8000	0.8944
0.4741	6.4211	610	0.8766	0.4673	0.8766	0.9363
0.4741	6.4421	612	0.9138	0.4778	0.9138	0.9559
0.4741	6.4632	614	0.9015	0.4765	0.9015	0.9495
0.4741	6.4842	616	0.8614	0.4824	0.8614	0.9281
0.4741	6.5053	618	0.8056	0.5100	0.8056	0.8975
0.4741	6.5263	620	0.7652	0.5297	0.7652	0.8747
0.4741	6.5474	622	0.7571	0.5370	0.7571	0.8701
0.4741	6.5684	624	0.7586	0.5370	0.7586	0.8710
0.4741	6.5895	626	0.7705	0.5367	0.7705	0.8778
0.4741	6.6105	628	0.8044	0.5005	0.8044	0.8969
0.4741	6.6316	630	0.8279	0.4934	0.8279	0.9099
0.4741	6.6526	632	0.7985	0.5130	0.7985	0.8936
0.4741	6.6737	634	0.7645	0.5603	0.7645	0.8743
0.4741	6.6947	636	0.7725	0.5335	0.7725	0.8789
0.4741	6.7158	638	0.7788	0.5226	0.7788	0.8825
0.4741	6.7368	640	0.8114	0.5064	0.8114	0.9008
0.4741	6.7579	642	0.8181	0.5064	0.8181	0.9045
0.4741	6.7789	644	0.8131	0.4954	0.8131	0.9017
0.4741	6.8	646	0.7907	0.5021	0.7907	0.8892
0.4741	6.8211	648	0.7812	0.5090	0.7812	0.8839
0.4741	6.8421	650	0.7900	0.5096	0.7900	0.8888
0.4741	6.8632	652	0.8096	0.5094	0.8096	0.8998
0.4741	6.8842	654	0.8466	0.5124	0.8466	0.9201
0.4741	6.9053	656	0.8621	0.5061	0.8621	0.9285
0.4741	6.9263	658	0.8845	0.4825	0.8845	0.9405
0.4741	6.9474	660	0.8779	0.4950	0.8779	0.9369
0.4741	6.9684	662	0.8658	0.5067	0.8658	0.9305
0.4741	6.9895	664	0.8339	0.5359	0.8339	0.9132
0.4741	7.0105	666	0.8058	0.5289	0.8058	0.8977
0.4741	7.0316	668	0.7922	0.5341	0.7922	0.8900
0.4741	7.0526	670	0.7902	0.5431	0.7902	0.8889
0.4741	7.0737	672	0.8101	0.5164	0.8101	0.9001
0.4741	7.0947	674	0.8250	0.4945	0.8250	0.9083
0.4741	7.1158	676	0.8074	0.4961	0.8074	0.8986
0.4741	7.1368	678	0.7900	0.5158	0.7900	0.8888
0.4741	7.1579	680	0.7741	0.5358	0.7741	0.8798
0.4741	7.1789	682	0.7616	0.5383	0.7616	0.8727
0.4741	7.2	684	0.7646	0.5437	0.7646	0.8744
0.4741	7.2211	686	0.7923	0.5152	0.7923	0.8901
0.4741	7.2421	688	0.8119	0.4945	0.8119	0.9011
0.4741	7.2632	690	0.8414	0.4807	0.8414	0.9173
0.4741	7.2842	692	0.8727	0.4995	0.8727	0.9342
0.4741	7.3053	694	0.8734	0.4849	0.8734	0.9346
0.4741	7.3263	696	0.8534	0.4817	0.8534	0.9238
0.4741	7.3474	698	0.8338	0.5	0.8338	0.9131
0.4741	7.3684	700	0.8239	0.5297	0.8239	0.9077
0.4741	7.3895	702	0.8145	0.5297	0.8145	0.9025
0.4741	7.4105	704	0.8231	0.5297	0.8231	0.9072
0.4741	7.4316	706	0.8357	0.5	0.8357	0.9142
0.4741	7.4526	708	0.8701	0.5048	0.8701	0.9328
0.4741	7.4737	710	0.9002	0.4954	0.9002	0.9488
0.4741	7.4947	712	0.9207	0.4933	0.9207	0.9595
0.4741	7.5158	714	0.9247	0.5022	0.9247	0.9616
0.4741	7.5368	716	0.9279	0.4959	0.9279	0.9633
0.4741	7.5579	718	0.9031	0.5029	0.9031	0.9503
0.4741	7.5789	720	0.8750	0.4940	0.8750	0.9354
0.4741	7.6	722	0.8479	0.5098	0.8479	0.9208
0.4741	7.6211	724	0.8366	0.5056	0.8366	0.9147
0.4741	7.6421	726	0.8068	0.5191	0.8068	0.8982
0.4741	7.6632	728	0.7701	0.5358	0.7701	0.8776
0.4741	7.6842	730	0.7449	0.5273	0.7449	0.8631
0.4741	7.7053	732	0.7406	0.5437	0.7406	0.8606
0.4741	7.7263	734	0.7576	0.5090	0.7576	0.8704
0.4741	7.7474	736	0.7687	0.5196	0.7687	0.8768
0.4741	7.7684	738	0.7840	0.5348	0.7840	0.8855
0.4741	7.7895	740	0.8199	0.5216	0.8199	0.9055
0.4741	7.8105	742	0.8406	0.5140	0.8406	0.9168
0.4741	7.8316	744	0.8259	0.5290	0.8259	0.9088
0.4741	7.8526	746	0.7882	0.5133	0.7882	0.8878
0.4741	7.8737	748	0.7521	0.5549	0.7521	0.8672
0.4741	7.8947	750	0.7371	0.5469	0.7371	0.8586
0.4741	7.9158	752	0.7415	0.5482	0.7415	0.8611
0.4741	7.9368	754	0.7522	0.5472	0.7522	0.8673
0.4741	7.9579	756	0.7660	0.5393	0.7660	0.8752
0.4741	7.9789	758	0.7908	0.5124	0.7908	0.8893
0.4741	8.0	760	0.8258	0.5262	0.8258	0.9087
0.4741	8.0211	762	0.8523	0.5156	0.8523	0.9232
0.4741	8.0421	764	0.8714	0.4955	0.8714	0.9335
0.4741	8.0632	766	0.8679	0.4955	0.8679	0.9316
0.4741	8.0842	768	0.8447	0.5145	0.8447	0.9191
0.4741	8.1053	770	0.8090	0.5087	0.8090	0.8994
0.4741	8.1263	772	0.7782	0.5226	0.7782	0.8822
0.4741	8.1474	774	0.7555	0.5549	0.7555	0.8692
0.4741	8.1684	776	0.7455	0.5632	0.7455	0.8634
0.4741	8.1895	778	0.7379	0.5702	0.7379	0.8590
0.4741	8.2105	780	0.7457	0.5632	0.7457	0.8635
0.4741	8.2316	782	0.7561	0.5549	0.7561	0.8696
0.4741	8.2526	784	0.7581	0.5437	0.7581	0.8707
0.4741	8.2737	786	0.7686	0.5158	0.7686	0.8767
0.4741	8.2947	788	0.7836	0.5158	0.7836	0.8852
0.4741	8.3158	790	0.7953	0.5264	0.7953	0.8918
0.4741	8.3368	792	0.8114	0.5176	0.8114	0.9008
0.4741	8.3579	794	0.8252	0.5208	0.8252	0.9084
0.4741	8.3789	796	0.8441	0.5067	0.8441	0.9188
0.4741	8.4	798	0.8631	0.4877	0.8631	0.9290
0.4741	8.4211	800	0.8704	0.4877	0.8704	0.9329
0.4741	8.4421	802	0.8623	0.4954	0.8623	0.9286
0.4741	8.4632	804	0.8660	0.4906	0.8660	0.9306
0.4741	8.4842	806	0.8802	0.4955	0.8802	0.9382
0.4741	8.5053	808	0.8688	0.5017	0.8688	0.9321
0.4741	8.5263	810	0.8627	0.4968	0.8627	0.9288
0.4741	8.5474	812	0.8660	0.4968	0.8660	0.9306
0.4741	8.5684	814	0.8560	0.4968	0.8560	0.9252
0.4741	8.5895	816	0.8477	0.4968	0.8477	0.9207
0.4741	8.6105	818	0.8385	0.4968	0.8385	0.9157
0.4741	8.6316	820	0.8300	0.5157	0.8300	0.9110
0.4741	8.6526	822	0.8170	0.5295	0.8170	0.9039
0.4741	8.6737	824	0.7996	0.5196	0.7996	0.8942
0.4741	8.6947	826	0.7896	0.5264	0.7896	0.8886
0.4741	8.7158	828	0.7893	0.5264	0.7893	0.8885
0.4741	8.7368	830	0.7899	0.5264	0.7899	0.8887
0.4741	8.7579	832	0.7895	0.5264	0.7895	0.8886
0.4741	8.7789	834	0.7925	0.5264	0.7925	0.8902
0.4741	8.8	836	0.7830	0.5264	0.7830	0.8849
0.4741	8.8211	838	0.7760	0.5158	0.7760	0.8809
0.4741	8.8421	840	0.7757	0.5158	0.7757	0.8808
0.4741	8.8632	842	0.7789	0.5332	0.7789	0.8825
0.4741	8.8842	844	0.7752	0.5332	0.7752	0.8805
0.4741	8.9053	846	0.7730	0.5332	0.7730	0.8792
0.4741	8.9263	848	0.7749	0.5374	0.7749	0.8803
0.4741	8.9474	850	0.7743	0.5374	0.7743	0.8799
0.4741	8.9684	852	0.7746	0.5441	0.7746	0.8801
0.4741	8.9895	854	0.7750	0.5441	0.7750	0.8804
0.4741	9.0105	856	0.7729	0.5441	0.7729	0.8792
0.4741	9.0316	858	0.7720	0.5441	0.7720	0.8787
0.4741	9.0526	860	0.7715	0.5441	0.7715	0.8783
0.4741	9.0737	862	0.7741	0.5441	0.7741	0.8798
0.4741	9.0947	864	0.7848	0.5348	0.7848	0.8859
0.4741	9.1158	866	0.7896	0.5348	0.7896	0.8886
0.4741	9.1368	868	0.7913	0.5465	0.7913	0.8895
0.4741	9.1579	870	0.7860	0.5465	0.7860	0.8866
0.4741	9.1789	872	0.7850	0.5465	0.7850	0.8860
0.4741	9.2	874	0.7807	0.5348	0.7807	0.8836
0.4741	9.2211	876	0.7773	0.5348	0.7773	0.8817
0.4741	9.2421	878	0.7743	0.5359	0.7743	0.8799
0.4741	9.2632	880	0.7720	0.5385	0.7720	0.8786
0.4741	9.2842	882	0.7711	0.54	0.7711	0.8781
0.4741	9.3053	884	0.7674	0.54	0.7674	0.8760
0.4741	9.3263	886	0.7682	0.5226	0.7682	0.8764
0.4741	9.3474	888	0.7758	0.5226	0.7758	0.8808
0.4741	9.3684	890	0.7867	0.5324	0.7867	0.8870
0.4741	9.3895	892	0.8022	0.5419	0.8022	0.8957
0.4741	9.4105	894	0.8211	0.5282	0.8211	0.9061
0.4741	9.4316	896	0.8384	0.5190	0.8384	0.9156
0.4741	9.4526	898	0.8475	0.5190	0.8475	0.9206
0.4741	9.4737	900	0.8477	0.5190	0.8477	0.9207
0.4741	9.4947	902	0.8406	0.5190	0.8406	0.9168
0.4741	9.5158	904	0.8297	0.5324	0.8297	0.9109
0.4741	9.5368	906	0.8190	0.5346	0.8190	0.9050
0.4741	9.5579	908	0.8123	0.5346	0.8123	0.9013
0.4741	9.5789	910	0.8109	0.5419	0.8109	0.9005
0.4741	9.6	912	0.8137	0.5419	0.8137	0.9020
0.4741	9.6211	914	0.8145	0.5419	0.8145	0.9025
0.4741	9.6421	916	0.8151	0.5419	0.8151	0.9028
0.4741	9.6632	918	0.8146	0.5354	0.8146	0.9026
0.4741	9.6842	920	0.8132	0.5354	0.8132	0.9018
0.4741	9.7053	922	0.8131	0.5354	0.8131	0.9017
0.4741	9.7263	924	0.8133	0.5354	0.8133	0.9018
0.4741	9.7474	926	0.8120	0.5354	0.8120	0.9011
0.4741	9.7684	928	0.8114	0.5354	0.8114	0.9008
0.4741	9.7895	930	0.8102	0.5247	0.8102	0.9001
0.4741	9.8105	932	0.8096	0.5313	0.8096	0.8998
0.4741	9.8316	934	0.8084	0.5313	0.8084	0.8991
0.4741	9.8526	936	0.8071	0.5313	0.8071	0.8984
0.4741	9.8737	938	0.8057	0.5313	0.8057	0.8976
0.4741	9.8947	940	0.8045	0.5313	0.8045	0.8969
0.4741	9.9158	942	0.8041	0.5313	0.8041	0.8967
0.4741	9.9368	944	0.8043	0.5313	0.8043	0.8969
0.4741	9.9579	946	0.8050	0.5313	0.8050	0.8972
0.4741	9.9789	948	0.8056	0.5313	0.8056	0.8975
0.4741	10.0	950	0.8058	0.5313	0.8058	0.8977

Framework versions

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