ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k20_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: 0.9303
• Qwk: 0.3290
• Mse: 0.9303
• Rmse: 0.9645

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	0.0392	2	4.3004	0.0102	4.3004	2.0737
No log	0.0784	4	2.7013	-0.0067	2.7013	1.6435
No log	0.1176	6	1.4134	-0.0256	1.4134	1.1889
No log	0.1569	8	1.1496	0.1779	1.1496	1.0722
No log	0.1961	10	1.2976	0.2639	1.2976	1.1391
No log	0.2353	12	1.1068	0.1071	1.1068	1.0521
No log	0.2745	14	1.0840	0.0919	1.0840	1.0411
No log	0.3137	16	1.1313	0.0574	1.1313	1.0636
No log	0.3529	18	1.1905	-0.0187	1.1905	1.0911
No log	0.3922	20	1.2648	0.0850	1.2648	1.1246
No log	0.4314	22	1.1711	0.1525	1.1711	1.0822
No log	0.4706	24	1.1266	0.1379	1.1266	1.0614
No log	0.5098	26	1.0402	0.3003	1.0402	1.0199
No log	0.5490	28	1.0334	0.2758	1.0334	1.0166
No log	0.5882	30	1.0807	0.1471	1.0807	1.0396
No log	0.6275	32	1.1333	0.1618	1.1333	1.0646
No log	0.6667	34	1.1508	0.1764	1.1508	1.0727
No log	0.7059	36	1.0651	0.2781	1.0651	1.0320
No log	0.7451	38	1.0078	0.3162	1.0078	1.0039
No log	0.7843	40	0.9898	0.2594	0.9898	0.9949
No log	0.8235	42	0.9866	0.2008	0.9866	0.9933
No log	0.8627	44	1.1143	0.0482	1.1143	1.0556
No log	0.9020	46	1.2295	-0.0833	1.2295	1.1088
No log	0.9412	48	1.2073	0.0924	1.2073	1.0988
No log	0.9804	50	1.1164	0.0385	1.1164	1.0566
No log	1.0196	52	1.1390	0.1770	1.1390	1.0672
No log	1.0588	54	1.2091	0.1052	1.2091	1.0996
No log	1.0980	56	1.1621	0.1473	1.1621	1.0780
No log	1.1373	58	1.0572	0.1446	1.0572	1.0282
No log	1.1765	60	0.9689	0.3733	0.9689	0.9843
No log	1.2157	62	0.9548	0.3229	0.9548	0.9771
No log	1.2549	64	1.0862	0.2271	1.0862	1.0422
No log	1.2941	66	1.2222	0.1744	1.2222	1.1055
No log	1.3333	68	1.3920	0.1449	1.3920	1.1798
No log	1.3725	70	1.4598	0.1004	1.4598	1.2082
No log	1.4118	72	1.2242	0.0338	1.2242	1.1064
No log	1.4510	74	1.0879	0.1653	1.0879	1.0430
No log	1.4902	76	1.0549	0.1680	1.0549	1.0271
No log	1.5294	78	1.1193	0.1801	1.1193	1.0580
No log	1.5686	80	1.2948	0.2167	1.2948	1.1379
No log	1.6078	82	1.4017	0.1500	1.4017	1.1840
No log	1.6471	84	1.3813	-0.0710	1.3813	1.1753
No log	1.6863	86	1.4028	-0.0400	1.4028	1.1844
No log	1.7255	88	1.3046	-0.0154	1.3046	1.1422
No log	1.7647	90	1.1794	-0.0120	1.1794	1.0860
No log	1.8039	92	1.0125	0.2015	1.0125	1.0062
No log	1.8431	94	0.9516	0.2341	0.9516	0.9755
No log	1.8824	96	0.9267	0.2865	0.9267	0.9626
No log	1.9216	98	0.9249	0.2088	0.9249	0.9617
No log	1.9608	100	0.9545	0.2128	0.9545	0.9770
No log	2.0	102	0.9560	0.2005	0.9560	0.9778
No log	2.0392	104	0.9413	0.2128	0.9413	0.9702
No log	2.0784	106	0.9441	0.3119	0.9441	0.9716
No log	2.1176	108	0.9355	0.3492	0.9355	0.9672
No log	2.1569	110	0.9145	0.3531	0.9145	0.9563
No log	2.1961	112	0.8980	0.3027	0.8980	0.9477
No log	2.2353	114	0.8877	0.3454	0.8877	0.9422
No log	2.2745	116	0.9294	0.3202	0.9294	0.9640
No log	2.3137	118	1.0611	0.3163	1.0611	1.0301
No log	2.3529	120	1.1560	0.2888	1.1560	1.0752
No log	2.3922	122	1.1407	0.2631	1.1407	1.0681
No log	2.4314	124	1.0409	0.2704	1.0409	1.0203
No log	2.4706	126	1.0229	0.2704	1.0229	1.0114
No log	2.5098	128	0.9429	0.3374	0.9429	0.9710
No log	2.5490	130	0.8688	0.3840	0.8688	0.9321
No log	2.5882	132	0.8643	0.3797	0.8643	0.9297
No log	2.6275	134	0.8820	0.3797	0.8820	0.9391
No log	2.6667	136	0.9012	0.3559	0.9012	0.9493
No log	2.7059	138	0.9404	0.4257	0.9404	0.9698
No log	2.7451	140	0.9150	0.5173	0.9150	0.9565
No log	2.7843	142	0.8696	0.5210	0.8696	0.9325
No log	2.8235	144	0.8389	0.4553	0.8389	0.9159
No log	2.8627	146	0.8403	0.4434	0.8403	0.9167
No log	2.9020	148	0.8272	0.4932	0.8272	0.9095
No log	2.9412	150	0.7976	0.5163	0.7976	0.8931
No log	2.9804	152	0.7949	0.5602	0.7949	0.8916
No log	3.0196	154	0.8447	0.4519	0.8447	0.9191
No log	3.0588	156	0.8916	0.4760	0.8916	0.9443
No log	3.0980	158	0.9312	0.3976	0.9312	0.9650
No log	3.1373	160	0.9502	0.3310	0.9502	0.9748
No log	3.1765	162	0.9078	0.4241	0.9078	0.9528
No log	3.2157	164	0.8371	0.4503	0.8371	0.9149
No log	3.2549	166	0.8178	0.4759	0.8178	0.9043
No log	3.2941	168	0.8576	0.4012	0.8576	0.9261
No log	3.3333	170	0.8885	0.3896	0.8885	0.9426
No log	3.3725	172	0.9031	0.4296	0.9031	0.9503
No log	3.4118	174	0.9179	0.3914	0.9179	0.9581
No log	3.4510	176	0.8770	0.4857	0.8770	0.9365
No log	3.4902	178	0.8292	0.4867	0.8292	0.9106
No log	3.5294	180	0.8041	0.5052	0.8041	0.8967
No log	3.5686	182	0.9491	0.4353	0.9491	0.9742
No log	3.6078	184	0.8887	0.4240	0.8887	0.9427
No log	3.6471	186	0.7460	0.4456	0.7460	0.8637
No log	3.6863	188	0.7621	0.5146	0.7621	0.8730
No log	3.7255	190	0.8532	0.4824	0.8532	0.9237
No log	3.7647	192	1.0018	0.3584	1.0018	1.0009
No log	3.8039	194	1.0284	0.3584	1.0284	1.0141
No log	3.8431	196	0.9701	0.3672	0.9701	0.9849
No log	3.8824	198	0.8773	0.3939	0.8773	0.9366
No log	3.9216	200	0.7734	0.4524	0.7734	0.8794
No log	3.9608	202	0.7279	0.4524	0.7279	0.8532
No log	4.0	204	0.7200	0.4405	0.7200	0.8485
No log	4.0392	206	0.7411	0.4524	0.7411	0.8608
No log	4.0784	208	0.7331	0.4893	0.7331	0.8562
No log	4.1176	210	0.7340	0.5010	0.7340	0.8568
No log	4.1569	212	0.7097	0.4908	0.7097	0.8424
No log	4.1961	214	0.7177	0.4988	0.7177	0.8472
No log	4.2353	216	0.7020	0.5751	0.7020	0.8379
No log	4.2745	218	0.7089	0.5516	0.7089	0.8420
No log	4.3137	220	0.6865	0.4531	0.6865	0.8285
No log	4.3529	222	0.7219	0.4405	0.7219	0.8496
No log	4.3922	224	0.7659	0.4929	0.7659	0.8752
No log	4.4314	226	0.7578	0.4929	0.7578	0.8705
No log	4.4706	228	0.7290	0.4524	0.7290	0.8538
No log	4.5098	230	0.7017	0.4531	0.7017	0.8377
No log	4.5490	232	0.7278	0.5311	0.7278	0.8531
No log	4.5882	234	0.9104	0.5730	0.9104	0.9541
No log	4.6275	236	0.8678	0.5536	0.8678	0.9316
No log	4.6667	238	0.7688	0.4984	0.7688	0.8768
No log	4.7059	240	0.7885	0.5357	0.7885	0.8880
No log	4.7451	242	0.8865	0.4815	0.8865	0.9416
No log	4.7843	244	0.9873	0.4384	0.9873	0.9936
No log	4.8235	246	1.0081	0.3878	1.0081	1.0040
No log	4.8627	248	0.9058	0.4357	0.9058	0.9518
No log	4.9020	250	0.8446	0.4395	0.8446	0.9190
No log	4.9412	252	0.8305	0.4051	0.8305	0.9113
No log	4.9804	254	0.8327	0.4576	0.8327	0.9125
No log	5.0196	256	0.8525	0.4363	0.8525	0.9233
No log	5.0588	258	0.8395	0.4594	0.8395	0.9162
No log	5.0980	260	0.8192	0.4691	0.8192	0.9051
No log	5.1373	262	0.8138	0.4175	0.8138	0.9021
No log	5.1765	264	0.8570	0.4847	0.8570	0.9257
No log	5.2157	266	0.9369	0.4920	0.9369	0.9680
No log	5.2549	268	1.0182	0.4076	1.0182	1.0090
No log	5.2941	270	0.9898	0.4249	0.9898	0.9949
No log	5.3333	272	0.9516	0.3775	0.9516	0.9755
No log	5.3725	274	0.9023	0.4192	0.9023	0.9499
No log	5.4118	276	0.8580	0.3445	0.8580	0.9263
No log	5.4510	278	0.8344	0.3859	0.8344	0.9135
No log	5.4902	280	0.8358	0.3859	0.8358	0.9142
No log	5.5294	282	0.8466	0.3977	0.8466	0.9201
No log	5.5686	284	0.8881	0.3725	0.8881	0.9424
No log	5.6078	286	0.9959	0.3436	0.9959	0.9980
No log	5.6471	288	1.0828	0.3445	1.0828	1.0406
No log	5.6863	290	1.0666	0.3928	1.0666	1.0328
No log	5.7255	292	0.9692	0.4470	0.9692	0.9845
No log	5.7647	294	0.8813	0.3744	0.8813	0.9388
No log	5.8039	296	0.8443	0.4048	0.8443	0.9189
No log	5.8431	298	0.8460	0.4048	0.8460	0.9198
No log	5.8824	300	0.8840	0.3725	0.8840	0.9402
No log	5.9216	302	0.9533	0.3773	0.9533	0.9764
No log	5.9608	304	0.9727	0.3409	0.9727	0.9862
No log	6.0	306	0.9548	0.3326	0.9548	0.9772
No log	6.0392	308	0.9405	0.3134	0.9406	0.9698
No log	6.0784	310	0.9106	0.2931	0.9106	0.9543
No log	6.1176	312	0.8808	0.4391	0.8808	0.9385
No log	6.1569	314	0.8665	0.4473	0.8665	0.9309
No log	6.1961	316	0.8677	0.4690	0.8677	0.9315
No log	6.2353	318	0.8825	0.3924	0.8825	0.9394
No log	6.2745	320	0.9039	0.3891	0.9039	0.9508
No log	6.3137	322	0.8967	0.4860	0.8967	0.9469
No log	6.3529	324	0.8848	0.5207	0.8848	0.9406
No log	6.3922	326	0.8710	0.4628	0.8710	0.9333
No log	6.4314	328	0.8618	0.4583	0.8618	0.9283
No log	6.4706	330	0.8708	0.4449	0.8708	0.9331
No log	6.5098	332	0.8918	0.4662	0.8918	0.9444
No log	6.5490	334	0.9395	0.3860	0.9395	0.9693
No log	6.5882	336	0.9791	0.4171	0.9791	0.9895
No log	6.6275	338	0.9782	0.4369	0.9782	0.9890
No log	6.6667	340	0.9328	0.4161	0.9328	0.9658
No log	6.7059	342	0.8559	0.4872	0.8559	0.9251
No log	6.7451	344	0.8431	0.5287	0.8431	0.9182
No log	6.7843	346	0.8477	0.4440	0.8477	0.9207
No log	6.8235	348	0.8293	0.4978	0.8293	0.9106
No log	6.8627	350	0.7733	0.5714	0.7733	0.8794
No log	6.9020	352	0.7491	0.5831	0.7491	0.8655
No log	6.9412	354	0.7518	0.5287	0.7518	0.8671
No log	6.9804	356	0.7670	0.5274	0.7670	0.8758
No log	7.0196	358	0.7981	0.4407	0.7981	0.8934
No log	7.0588	360	0.8385	0.4696	0.8385	0.9157
No log	7.0980	362	0.8770	0.4232	0.8770	0.9365
No log	7.1373	364	0.8917	0.4216	0.8917	0.9443
No log	7.1765	366	0.8518	0.4091	0.8518	0.9229
No log	7.2157	368	0.7936	0.4244	0.7936	0.8908
No log	7.2549	370	0.7809	0.3816	0.7809	0.8837
No log	7.2941	372	0.7831	0.4186	0.7831	0.8850
No log	7.3333	374	0.8165	0.4483	0.8165	0.9036
No log	7.3725	376	0.9320	0.3738	0.9320	0.9654
No log	7.4118	378	1.0085	0.4258	1.0085	1.0042
No log	7.4510	380	0.9407	0.4247	0.9407	0.9699
No log	7.4902	382	0.8276	0.4550	0.8276	0.9097
No log	7.5294	384	0.8184	0.4225	0.8184	0.9047
No log	7.5686	386	0.8084	0.4337	0.8084	0.8991
No log	7.6078	388	0.8090	0.4048	0.8090	0.8994
No log	7.6471	390	0.8435	0.4261	0.8435	0.9184
No log	7.6863	392	0.9308	0.4570	0.9308	0.9648
No log	7.7255	394	1.0094	0.4449	1.0094	1.0047
No log	7.7647	396	0.9949	0.4081	0.9949	0.9975
No log	7.8039	398	1.0273	0.4565	1.0273	1.0136
No log	7.8431	400	1.0459	0.3984	1.0459	1.0227
No log	7.8824	402	0.9464	0.5032	0.9464	0.9729
No log	7.9216	404	0.8485	0.5666	0.8485	0.9212
No log	7.9608	406	0.8192	0.4978	0.8192	0.9051
No log	8.0	408	0.8950	0.4672	0.8950	0.9460
No log	8.0392	410	0.8784	0.5098	0.8784	0.9372
No log	8.0784	412	0.8452	0.4872	0.8452	0.9193
No log	8.1176	414	0.8296	0.5184	0.8296	0.9108
No log	8.1569	416	0.8191	0.5393	0.8191	0.9051
No log	8.1961	418	0.8505	0.5610	0.8505	0.9222
No log	8.2353	420	0.8827	0.5898	0.8827	0.9395
No log	8.2745	422	0.8931	0.5186	0.8931	0.9450
No log	8.3137	424	0.8742	0.5197	0.8742	0.9350
No log	8.3529	426	0.8372	0.5678	0.8372	0.9150
No log	8.3922	428	0.8030	0.5262	0.8030	0.8961
No log	8.4314	430	0.7948	0.5366	0.7948	0.8915
No log	8.4706	432	0.8207	0.5657	0.8207	0.9059
No log	8.5098	434	0.8758	0.5245	0.8758	0.9358
No log	8.5490	436	0.8967	0.5050	0.8967	0.9469
No log	8.5882	438	0.9085	0.5042	0.9085	0.9532
No log	8.6275	440	0.9091	0.5132	0.9091	0.9535
No log	8.6667	442	0.9189	0.5225	0.9189	0.9586
No log	8.7059	444	0.8568	0.5673	0.8568	0.9256
No log	8.7451	446	0.8200	0.5556	0.8200	0.9055
No log	8.7843	448	0.8291	0.5073	0.8291	0.9106
No log	8.8235	450	0.8248	0.4100	0.8248	0.9082
No log	8.8627	452	0.8305	0.4304	0.8305	0.9113
No log	8.9020	454	0.8913	0.4954	0.8913	0.9441
No log	8.9412	456	0.9627	0.4781	0.9627	0.9811
No log	8.9804	458	0.9407	0.4326	0.9407	0.9699
No log	9.0196	460	0.8435	0.5070	0.8435	0.9184
No log	9.0588	462	0.8059	0.3210	0.8059	0.8977
No log	9.0980	464	0.8061	0.4130	0.8061	0.8978
No log	9.1373	466	0.7935	0.4831	0.7935	0.8908
No log	9.1765	468	0.7961	0.4568	0.7961	0.8922
No log	9.2157	470	0.8019	0.5142	0.8019	0.8955
No log	9.2549	472	0.8010	0.5381	0.8010	0.8950
No log	9.2941	474	0.8040	0.4614	0.8040	0.8967
No log	9.3333	476	0.8084	0.4509	0.8084	0.8991
No log	9.3725	478	0.8126	0.4252	0.8126	0.9014
No log	9.4118	480	0.8209	0.4277	0.8209	0.9060
No log	9.4510	482	0.8081	0.4490	0.8081	0.8989
No log	9.4902	484	0.8069	0.5158	0.8069	0.8983
No log	9.5294	486	0.8034	0.5366	0.8034	0.8963
No log	9.5686	488	0.8210	0.5112	0.8210	0.9061
No log	9.6078	490	0.8324	0.4850	0.8324	0.9124
No log	9.6471	492	0.8310	0.4466	0.8310	0.9116
No log	9.6863	494	0.8407	0.4335	0.8407	0.9169
No log	9.7255	496	0.8265	0.4227	0.8265	0.9091
No log	9.7647	498	0.8181	0.3347	0.8181	0.9045
0.3307	9.8039	500	0.8177	0.2932	0.8177	0.9043
0.3307	9.8431	502	0.8224	0.2932	0.8224	0.9068
0.3307	9.8824	504	0.8314	0.3994	0.8314	0.9118
0.3307	9.9216	506	0.8464	0.4483	0.8464	0.9200
0.3307	9.9608	508	0.8571	0.3840	0.8571	0.9258
0.3307	10.0	510	0.8806	0.3583	0.8806	0.9384
0.3307	10.0392	512	0.8915	0.4075	0.8915	0.9442
0.3307	10.0784	514	0.9254	0.3444	0.9254	0.9620
0.3307	10.1176	516	0.9504	0.3845	0.9504	0.9749
0.3307	10.1569	518	0.9527	0.3826	0.9527	0.9760
0.3307	10.1961	520	0.9257	0.3444	0.9257	0.9621
0.3307	10.2353	522	0.8926	0.3939	0.8926	0.9448
0.3307	10.2745	524	0.8743	0.3721	0.8743	0.9350
0.3307	10.3137	526	0.8417	0.4048	0.8417	0.9174
0.3307	10.3529	528	0.8032	0.4661	0.8032	0.8962
0.3307	10.3922	530	0.7860	0.4916	0.7860	0.8866
0.3307	10.4314	532	0.7955	0.4907	0.7955	0.8919
0.3307	10.4706	534	0.8017	0.5115	0.8017	0.8954
0.3307	10.5098	536	0.7804	0.5352	0.7804	0.8834
0.3307	10.5490	538	0.7586	0.5840	0.7586	0.8710
0.3307	10.5882	540	0.7376	0.5368	0.7376	0.8589
0.3307	10.6275	542	0.7355	0.5475	0.7355	0.8576
0.3307	10.6667	544	0.7787	0.4254	0.7787	0.8824
0.3307	10.7059	546	0.8160	0.4824	0.8160	0.9033
0.3307	10.7451	548	0.8367	0.4806	0.8367	0.9147
0.3307	10.7843	550	0.8267	0.5027	0.8267	0.9092
0.3307	10.8235	552	0.7834	0.4926	0.7834	0.8851
0.3307	10.8627	554	0.7304	0.5204	0.7304	0.8546
0.3307	10.9020	556	0.7124	0.5218	0.7124	0.8441
0.3307	10.9412	558	0.7072	0.5565	0.7072	0.8409
0.3307	10.9804	560	0.7139	0.5446	0.7139	0.8449
0.3307	11.0196	562	0.7314	0.5416	0.7314	0.8552
0.3307	11.0588	564	0.7300	0.5433	0.7300	0.8544
0.3307	11.0980	566	0.7177	0.5721	0.7177	0.8472
0.3307	11.1373	568	0.7060	0.5943	0.7060	0.8403
0.3307	11.1765	570	0.7032	0.5724	0.7032	0.8386
0.3307	11.2157	572	0.6960	0.5614	0.6960	0.8342
0.3307	11.2549	574	0.6901	0.5713	0.6901	0.8307
0.3307	11.2941	576	0.6986	0.5587	0.6986	0.8358
0.3307	11.3333	578	0.7115	0.5471	0.7115	0.8435
0.3307	11.3725	580	0.7243	0.5287	0.7243	0.8511
0.3307	11.4118	582	0.7395	0.5192	0.7395	0.8600
0.3307	11.4510	584	0.7423	0.4831	0.7423	0.8615
0.3307	11.4902	586	0.7514	0.4831	0.7514	0.8668
0.3307	11.5294	588	0.7696	0.4831	0.7696	0.8772
0.3307	11.5686	590	0.7812	0.4831	0.7812	0.8839
0.3307	11.6078	592	0.7854	0.5287	0.7854	0.8862
0.3307	11.6471	594	0.7982	0.4417	0.7982	0.8934
0.3307	11.6863	596	0.8127	0.4417	0.8127	0.9015
0.3307	11.7255	598	0.8258	0.4417	0.8258	0.9087
0.3307	11.7647	600	0.8440	0.4888	0.8440	0.9187
0.3307	11.8039	602	0.8683	0.4741	0.8683	0.9318
0.3307	11.8431	604	0.8643	0.4522	0.8643	0.9297
0.3307	11.8824	606	0.8536	0.4169	0.8536	0.9239
0.3307	11.9216	608	0.8605	0.4169	0.8605	0.9276
0.3307	11.9608	610	0.8867	0.4726	0.8867	0.9416
0.3307	12.0	612	0.9278	0.4695	0.9278	0.9632
0.3307	12.0392	614	0.9551	0.4135	0.9551	0.9773
0.3307	12.0784	616	0.9209	0.4268	0.9209	0.9596
0.3307	12.1176	618	0.8368	0.4879	0.8368	0.9148
0.3307	12.1569	620	0.8033	0.4789	0.8033	0.8963
0.3307	12.1961	622	0.8096	0.3797	0.8096	0.8998
0.3307	12.2353	624	0.8268	0.3757	0.8268	0.9093
0.3307	12.2745	626	0.8363	0.3236	0.8363	0.9145
0.3307	12.3137	628	0.8340	0.3377	0.8340	0.9132
0.3307	12.3529	630	0.8264	0.3476	0.8264	0.9091
0.3307	12.3922	632	0.8224	0.4511	0.8224	0.9069
0.3307	12.4314	634	0.8170	0.4361	0.8170	0.9039
0.3307	12.4706	636	0.8244	0.4478	0.8244	0.9080
0.3307	12.5098	638	0.8417	0.4478	0.8417	0.9175
0.3307	12.5490	640	0.8548	0.4244	0.8547	0.9245
0.3307	12.5882	642	0.8311	0.3476	0.8311	0.9116
0.3307	12.6275	644	0.8044	0.3525	0.8044	0.8969
0.3307	12.6667	646	0.7911	0.4235	0.7911	0.8894
0.3307	12.7059	648	0.7874	0.3941	0.7874	0.8873
0.3307	12.7451	650	0.7855	0.4181	0.7855	0.8863
0.3307	12.7843	652	0.7925	0.4181	0.7925	0.8902
0.3307	12.8235	654	0.7921	0.4061	0.7921	0.8900
0.3307	12.8627	656	0.7893	0.4165	0.7893	0.8884
0.3307	12.9020	658	0.7874	0.5680	0.7874	0.8874
0.3307	12.9412	660	0.7934	0.5891	0.7934	0.8907
0.3307	12.9804	662	0.8010	0.6084	0.8010	0.8950
0.3307	13.0196	664	0.8260	0.5266	0.8260	0.9089
0.3307	13.0588	666	0.8342	0.5279	0.8342	0.9134
0.3307	13.0980	668	0.8252	0.5292	0.8252	0.9084
0.3307	13.1373	670	0.8028	0.5206	0.8028	0.8960
0.3307	13.1765	672	0.7904	0.4755	0.7904	0.8890
0.3307	13.2157	674	0.7810	0.5112	0.7810	0.8837
0.3307	13.2549	676	0.7705	0.5002	0.7705	0.8778
0.3307	13.2941	678	0.7766	0.5304	0.7766	0.8813
0.3307	13.3333	680	0.7698	0.5407	0.7698	0.8774
0.3307	13.3725	682	0.7462	0.5356	0.7462	0.8638
0.3307	13.4118	684	0.7711	0.4379	0.7711	0.8781
0.3307	13.4510	686	0.7916	0.4656	0.7916	0.8897
0.3307	13.4902	688	0.7644	0.4737	0.7644	0.8743
0.3307	13.5294	690	0.7496	0.4596	0.7496	0.8658
0.3307	13.5686	692	0.7738	0.5098	0.7738	0.8797
0.3307	13.6078	694	0.7941	0.5407	0.7941	0.8911
0.3307	13.6471	696	0.7893	0.5395	0.7893	0.8884
0.3307	13.6863	698	0.7768	0.5317	0.7768	0.8814
0.3307	13.7255	700	0.7604	0.5463	0.7604	0.8720
0.3307	13.7647	702	0.7496	0.5582	0.7496	0.8658
0.3307	13.8039	704	0.7716	0.5637	0.7716	0.8784
0.3307	13.8431	706	0.8325	0.5343	0.8325	0.9124
0.3307	13.8824	708	0.8638	0.5210	0.8638	0.9294
0.3307	13.9216	710	0.8615	0.5102	0.8615	0.9282
0.3307	13.9608	712	0.7880	0.5927	0.7880	0.8877
0.3307	14.0	714	0.7399	0.5540	0.7399	0.8602
0.3307	14.0392	716	0.7511	0.5666	0.7511	0.8666
0.3307	14.0784	718	0.7919	0.4590	0.7919	0.8899
0.3307	14.1176	720	0.8451	0.4801	0.8451	0.9193
0.3307	14.1569	722	0.9129	0.4444	0.9129	0.9555
0.3307	14.1961	724	0.9426	0.4326	0.9426	0.9709
0.3307	14.2353	726	0.9867	0.4326	0.9867	0.9933
0.3307	14.2745	728	1.0411	0.3984	1.0411	1.0203
0.3307	14.3137	730	1.0697	0.3881	1.0697	1.0343
0.3307	14.3529	732	1.0523	0.3641	1.0523	1.0258
0.3307	14.3922	734	1.0106	0.3984	1.0106	1.0053
0.3307	14.4314	736	0.9255	0.4310	0.9255	0.9620
0.3307	14.4706	738	0.9083	0.4051	0.9083	0.9531
0.3307	14.5098	740	0.8932	0.4051	0.8932	0.9451
0.3307	14.5490	742	0.8647	0.3103	0.8647	0.9299
0.3307	14.5882	744	0.8138	0.3383	0.8138	0.9021
0.3307	14.6275	746	0.8007	0.3668	0.8007	0.8948
0.3307	14.6667	748	0.8205	0.4681	0.8205	0.9058
0.3307	14.7059	750	0.8836	0.4563	0.8836	0.9400
0.3307	14.7451	752	0.9284	0.4551	0.9284	0.9636
0.3307	14.7843	754	0.9035	0.4783	0.9035	0.9505
0.3307	14.8235	756	0.7937	0.5254	0.7937	0.8909
0.3307	14.8627	758	0.7378	0.5787	0.7378	0.8590
0.3307	14.9020	760	0.7288	0.4279	0.7288	0.8537
0.3307	14.9412	762	0.7371	0.4313	0.7371	0.8585
0.3307	14.9804	764	0.7421	0.3933	0.7421	0.8615
0.3307	15.0196	766	0.7451	0.4898	0.7451	0.8632
0.3307	15.0588	768	0.7482	0.5107	0.7482	0.8650
0.3307	15.0980	770	0.7628	0.5898	0.7628	0.8734
0.3307	15.1373	772	0.7686	0.5898	0.7686	0.8767
0.3307	15.1765	774	0.7652	0.5898	0.7652	0.8748
0.3307	15.2157	776	0.7594	0.5898	0.7594	0.8714
0.3307	15.2549	778	0.7612	0.5898	0.7612	0.8725
0.3307	15.2941	780	0.7589	0.5872	0.7589	0.8712
0.3307	15.3333	782	0.7636	0.5846	0.7636	0.8738
0.3307	15.3725	784	0.7499	0.6025	0.7499	0.8659
0.3307	15.4118	786	0.7141	0.6218	0.7141	0.8450
0.3307	15.4510	788	0.6918	0.6147	0.6918	0.8317
0.3307	15.4902	790	0.6904	0.6282	0.6904	0.8309
0.3307	15.5294	792	0.7278	0.5872	0.7278	0.8531
0.3307	15.5686	794	0.7762	0.5751	0.7762	0.8810
0.3307	15.6078	796	0.8036	0.5035	0.8036	0.8965
0.3307	15.6471	798	0.8172	0.4450	0.8172	0.9040
0.3307	15.6863	800	0.8466	0.4192	0.8466	0.9201
0.3307	15.7255	802	0.8788	0.4068	0.8788	0.9375
0.3307	15.7647	804	0.9034	0.3954	0.9034	0.9505
0.3307	15.8039	806	0.9246	0.4434	0.9246	0.9616
0.3307	15.8431	808	0.9318	0.4434	0.9318	0.9653
0.3307	15.8824	810	0.9152	0.3826	0.9152	0.9566
0.3307	15.9216	812	0.8737	0.3806	0.8737	0.9347
0.3307	15.9608	814	0.8381	0.4804	0.8381	0.9155
0.3307	16.0	816	0.8299	0.5463	0.8299	0.9110
0.3307	16.0392	818	0.7830	0.5811	0.7830	0.8849
0.3307	16.0784	820	0.7238	0.5953	0.7238	0.8508
0.3307	16.1176	822	0.6851	0.5480	0.6851	0.8277
0.3307	16.1569	824	0.7002	0.4576	0.7002	0.8368
0.3307	16.1961	826	0.7261	0.4914	0.7261	0.8521
0.3307	16.2353	828	0.7693	0.4612	0.7693	0.8771
0.3307	16.2745	830	0.8040	0.4581	0.8040	0.8966
0.3307	16.3137	832	0.8529	0.4318	0.8529	0.9235
0.3307	16.3529	834	0.8820	0.4318	0.8820	0.9392
0.3307	16.3922	836	0.9049	0.4318	0.9049	0.9513
0.3307	16.4314	838	0.8882	0.4318	0.8882	0.9424
0.3307	16.4706	840	0.8625	0.3539	0.8625	0.9287
0.3307	16.5098	842	0.8717	0.3808	0.8717	0.9336
0.3307	16.5490	844	0.8955	0.4318	0.8955	0.9463
0.3307	16.5882	846	0.9396	0.4318	0.9396	0.9693
0.3307	16.6275	848	0.9712	0.4554	0.9712	0.9855
0.3307	16.6667	850	0.9618	0.4554	0.9618	0.9807
0.3307	16.7059	852	0.9604	0.4554	0.9604	0.9800
0.3307	16.7451	854	0.9345	0.4554	0.9345	0.9667
0.3307	16.7843	856	0.9231	0.4667	0.9231	0.9608
0.3307	16.8235	858	0.8635	0.4581	0.8635	0.9292
0.3307	16.8627	860	0.8181	0.5054	0.8181	0.9045
0.3307	16.9020	862	0.7874	0.4710	0.7874	0.8873
0.3307	16.9412	864	0.7841	0.4696	0.7841	0.8855
0.3307	16.9804	866	0.8096	0.5027	0.8096	0.8998
0.3307	17.0196	868	0.8232	0.5027	0.8232	0.9073
0.3307	17.0588	870	0.7977	0.4570	0.7977	0.8931
0.3307	17.0980	872	0.7903	0.4821	0.7903	0.8890
0.3307	17.1373	874	0.7805	0.5266	0.7805	0.8835
0.3307	17.1765	876	0.7531	0.4726	0.7531	0.8678
0.3307	17.2157	878	0.7381	0.4865	0.7381	0.8591
0.3307	17.2549	880	0.7482	0.5516	0.7482	0.8650
0.3307	17.2941	882	0.7952	0.5033	0.7952	0.8918
0.3307	17.3333	884	0.8193	0.5137	0.8193	0.9052
0.3307	17.3725	886	0.8057	0.5291	0.8057	0.8976
0.3307	17.4118	888	0.7876	0.4973	0.7876	0.8875
0.3307	17.4510	890	0.7652	0.4743	0.7652	0.8747
0.3307	17.4902	892	0.7562	0.4743	0.7562	0.8696
0.3307	17.5294	894	0.7571	0.5103	0.7571	0.8701
0.3307	17.5686	896	0.7623	0.5103	0.7623	0.8731
0.3307	17.6078	898	0.7717	0.4743	0.7717	0.8785
0.3307	17.6471	900	0.7645	0.4757	0.7645	0.8744
0.3307	17.6863	902	0.7518	0.4757	0.7518	0.8671
0.3307	17.7255	904	0.7547	0.4401	0.7547	0.8687
0.3307	17.7647	906	0.7679	0.4401	0.7679	0.8763
0.3307	17.8039	908	0.7740	0.4401	0.7740	0.8798
0.3307	17.8431	910	0.7718	0.4401	0.7718	0.8785
0.3307	17.8824	912	0.7661	0.3915	0.7661	0.8752
0.3307	17.9216	914	0.7686	0.3915	0.7686	0.8767
0.3307	17.9608	916	0.7747	0.3915	0.7747	0.8802
0.3307	18.0	918	0.7817	0.4401	0.7817	0.8841
0.3307	18.0392	920	0.7831	0.4515	0.7831	0.8849
0.3307	18.0784	922	0.7880	0.4254	0.7880	0.8877
0.3307	18.1176	924	0.8065	0.4728	0.8065	0.8980
0.3307	18.1569	926	0.8399	0.5157	0.8399	0.9165
0.3307	18.1961	928	0.8591	0.5147	0.8591	0.9269
0.3307	18.2353	930	0.8733	0.4902	0.8733	0.9345
0.3307	18.2745	932	0.8772	0.4907	0.8772	0.9366
0.3307	18.3137	934	0.8526	0.5035	0.8526	0.9234
0.3307	18.3529	936	0.8172	0.5279	0.8172	0.9040
0.3307	18.3922	938	0.7832	0.4461	0.7832	0.8850
0.3307	18.4314	940	0.7672	0.3740	0.7672	0.8759
0.3307	18.4706	942	0.7692	0.4180	0.7692	0.8770
0.3307	18.5098	944	0.7701	0.4180	0.7701	0.8776
0.3307	18.5490	946	0.7729	0.3996	0.7729	0.8791
0.3307	18.5882	948	0.7874	0.4597	0.7874	0.8873
0.3307	18.6275	950	0.8192	0.5048	0.8192	0.9051
0.3307	18.6667	952	0.8384	0.4681	0.8384	0.9156
0.3307	18.7059	954	0.8421	0.4789	0.8421	0.9177
0.3307	18.7451	956	0.8285	0.5157	0.8285	0.9102
0.3307	18.7843	958	0.7986	0.4952	0.7986	0.8936
0.3307	18.8235	960	0.7716	0.4843	0.7716	0.8784
0.3307	18.8627	962	0.7664	0.4843	0.7664	0.8754
0.3307	18.9020	964	0.7793	0.4595	0.7793	0.8828
0.3307	18.9412	966	0.7967	0.4595	0.7967	0.8926
0.3307	18.9804	968	0.8080	0.4595	0.8080	0.8989
0.3307	19.0196	970	0.8226	0.4595	0.8226	0.9070
0.3307	19.0588	972	0.8515	0.4192	0.8515	0.9228
0.3307	19.0980	974	0.9009	0.4439	0.9009	0.9492
0.3307	19.1373	976	0.9525	0.4091	0.9525	0.9760
0.3307	19.1765	978	0.9221	0.4222	0.9221	0.9603
0.3307	19.2157	980	0.8382	0.5370	0.8382	0.9155
0.3307	19.2549	982	0.7625	0.5210	0.7625	0.8732
0.3307	19.2941	984	0.7375	0.4313	0.7375	0.8588
0.3307	19.3333	986	0.7790	0.4118	0.7790	0.8826
0.3307	19.3725	988	0.7897	0.3970	0.7897	0.8887
0.3307	19.4118	990	0.7782	0.3836	0.7782	0.8821
0.3307	19.4510	992	0.8088	0.4515	0.8088	0.8993
0.3307	19.4902	994	0.8625	0.5400	0.8625	0.9287
0.3307	19.5294	996	0.9026	0.4560	0.9026	0.9501
0.3307	19.5686	998	0.9110	0.4439	0.9110	0.9545
0.0639	19.6078	1000	0.9071	0.3954	0.9071	0.9524
0.0639	19.6471	1002	0.8902	0.3826	0.8902	0.9435
0.0639	19.6863	1004	0.8783	0.4326	0.8783	0.9372
0.0639	19.7255	1006	0.8457	0.4327	0.8457	0.9196
0.0639	19.7647	1008	0.8278	0.3780	0.8278	0.9099
0.0639	19.8039	1010	0.8148	0.3799	0.8148	0.9026
0.0639	19.8431	1012	0.8088	0.3799	0.8088	0.8994
0.0639	19.8824	1014	0.8069	0.4461	0.8069	0.8983
0.0639	19.9216	1016	0.8181	0.4461	0.8181	0.9045
0.0639	19.9608	1018	0.8291	0.4584	0.8291	0.9106
0.0639	20.0	1020	0.8345	0.4818	0.8345	0.9135
0.0639	20.0392	1022	0.8520	0.4818	0.8520	0.9230
0.0639	20.0784	1024	0.8717	0.4818	0.8717	0.9336
0.0639	20.1176	1026	0.9132	0.4439	0.9132	0.9556
0.0639	20.1569	1028	0.9284	0.3614	0.9284	0.9636
0.0639	20.1961	1030	0.9292	0.3590	0.9292	0.9640
0.0639	20.2353	1032	0.9370	0.3590	0.9370	0.9680
0.0639	20.2745	1034	0.9391	0.3290	0.9391	0.9691
0.0639	20.3137	1036	0.9303	0.3290	0.9303	0.9645

Framework versions

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