ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task7_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: 0.7836
• Qwk: 0.3716
• Mse: 0.7836
• Rmse: 0.8852

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	0.1333	2	2.5942	-0.0729	2.5942	1.6106
No log	0.2667	4	1.3765	0.1001	1.3765	1.1732
No log	0.4	6	0.7327	0.2494	0.7327	0.8560
No log	0.5333	8	0.7996	0.2463	0.7996	0.8942
No log	0.6667	10	1.1683	0.1205	1.1683	1.0809
No log	0.8	12	1.3766	0.0104	1.3766	1.1733
No log	0.9333	14	1.3882	0.0754	1.3882	1.1782
No log	1.0667	16	1.1223	0.0413	1.1223	1.0594
No log	1.2	18	0.9962	0.0295	0.9962	0.9981
No log	1.3333	20	0.9508	0.0866	0.9508	0.9751
No log	1.4667	22	0.7988	0.0725	0.7988	0.8937
No log	1.6	24	0.7659	0.2527	0.7659	0.8752
No log	1.7333	26	0.9062	0.2784	0.9062	0.9520
No log	1.8667	28	0.9689	0.2410	0.9689	0.9843
No log	2.0	30	0.9797	0.2164	0.9797	0.9898
No log	2.1333	32	0.8608	0.2726	0.8608	0.9278
No log	2.2667	34	0.7163	0.1922	0.7163	0.8463
No log	2.4	36	0.7736	0.1244	0.7736	0.8796
No log	2.5333	38	0.7425	0.2803	0.7425	0.8617
No log	2.6667	40	0.8059	0.3008	0.8059	0.8977
No log	2.8	42	1.0160	0.2059	1.0160	1.0080
No log	2.9333	44	1.0652	0.2240	1.0652	1.0321
No log	3.0667	46	1.0325	0.2100	1.0325	1.0161
No log	3.2	48	0.9252	0.2075	0.9252	0.9619
No log	3.3333	50	0.8068	0.2877	0.8068	0.8982
No log	3.4667	52	0.8027	0.2877	0.8027	0.8959
No log	3.6	54	0.8855	0.2119	0.8855	0.9410
No log	3.7333	56	0.9267	0.2411	0.9267	0.9626
No log	3.8667	58	0.9546	0.2504	0.9546	0.9770
No log	4.0	60	0.9296	0.2075	0.9296	0.9642
No log	4.1333	62	0.9023	0.3439	0.9023	0.9499
No log	4.2667	64	0.8087	0.3913	0.8087	0.8993
No log	4.4	66	0.7535	0.4315	0.7535	0.8680
No log	4.5333	68	0.8260	0.4085	0.8260	0.9088
No log	4.6667	70	1.0160	0.2754	1.0160	1.0079
No log	4.8	72	1.1635	0.2497	1.1635	1.0786
No log	4.9333	74	1.0314	0.3033	1.0314	1.0156
No log	5.0667	76	0.7931	0.3968	0.7931	0.8906
No log	5.2	78	0.7743	0.3968	0.7743	0.8799
No log	5.3333	80	0.8977	0.3810	0.8977	0.9475
No log	5.4667	82	0.9306	0.3099	0.9306	0.9647
No log	5.6	84	0.8537	0.3689	0.8537	0.9239
No log	5.7333	86	0.8777	0.3689	0.8777	0.9369
No log	5.8667	88	0.8956	0.3377	0.8956	0.9464
No log	6.0	90	0.9414	0.3542	0.9414	0.9703
No log	6.1333	92	1.0454	0.3301	1.0454	1.0224
No log	6.2667	94	1.2144	0.2619	1.2144	1.1020
No log	6.4	96	1.3162	0.2991	1.3162	1.1473
No log	6.5333	98	1.2204	0.2851	1.2204	1.1047
No log	6.6667	100	1.0106	0.3223	1.0106	1.0053
No log	6.8	102	0.8806	0.3074	0.8806	0.9384
No log	6.9333	104	0.8836	0.3359	0.8836	0.9400
No log	7.0667	106	0.8627	0.3417	0.8627	0.9288
No log	7.2	108	0.8258	0.3709	0.8258	0.9088
No log	7.3333	110	0.7966	0.3719	0.7966	0.8925
No log	7.4667	112	0.7291	0.4606	0.7291	0.8539
No log	7.6	114	0.8427	0.3829	0.8427	0.9180
No log	7.7333	116	1.1805	0.2891	1.1805	1.0865
No log	7.8667	118	1.2791	0.2891	1.2791	1.1310
No log	8.0	120	1.1829	0.3554	1.1829	1.0876
No log	8.1333	122	1.0017	0.3223	1.0017	1.0008
No log	8.2667	124	0.8796	0.3468	0.8796	0.9379
No log	8.4	126	0.8440	0.3085	0.8440	0.9187
No log	8.5333	128	0.9104	0.2706	0.9104	0.9542
No log	8.6667	130	1.1326	0.2733	1.1326	1.0642
No log	8.8	132	1.2152	0.3624	1.2152	1.1024
No log	8.9333	134	1.0545	0.2926	1.0545	1.0269
No log	9.0667	136	0.9474	0.3247	0.9474	0.9733
No log	9.2	138	0.9200	0.3697	0.9200	0.9592
No log	9.3333	140	0.9703	0.3590	0.9703	0.9850
No log	9.4667	142	1.0142	0.3358	1.0142	1.0071
No log	9.6	144	0.8915	0.4246	0.8915	0.9442
No log	9.7333	146	0.8705	0.4829	0.8705	0.9330
No log	9.8667	148	0.8357	0.4963	0.8357	0.9142
No log	10.0	150	0.7485	0.5181	0.7485	0.8652
No log	10.1333	152	0.7841	0.5181	0.7841	0.8855
No log	10.2667	154	0.9325	0.4133	0.9325	0.9656
No log	10.4	156	1.0427	0.3919	1.0427	1.0211
No log	10.5333	158	1.0556	0.3541	1.0556	1.0274
No log	10.6667	160	0.8916	0.4409	0.8916	0.9443
No log	10.8	162	0.8685	0.4824	0.8685	0.9319
No log	10.9333	164	0.9375	0.4094	0.9375	0.9682
No log	11.0667	166	1.0455	0.3367	1.0455	1.0225
No log	11.2	168	1.0073	0.3537	1.0073	1.0037
No log	11.3333	170	0.8795	0.3888	0.8795	0.9378
No log	11.4667	172	0.8502	0.4253	0.8502	0.9221
No log	11.6	174	0.8034	0.4195	0.8034	0.8963
No log	11.7333	176	0.8082	0.4967	0.8082	0.8990
No log	11.8667	178	0.9536	0.3994	0.9536	0.9765
No log	12.0	180	0.9302	0.4050	0.9302	0.9645
No log	12.1333	182	0.7701	0.4457	0.7701	0.8775
No log	12.2667	184	0.7257	0.4550	0.7257	0.8519
No log	12.4	186	0.7498	0.4759	0.7498	0.8659
No log	12.5333	188	0.6814	0.4788	0.6814	0.8255
No log	12.6667	190	0.7182	0.4929	0.7182	0.8475
No log	12.8	192	0.8120	0.4268	0.8120	0.9011
No log	12.9333	194	0.8372	0.4056	0.8372	0.9150
No log	13.0667	196	0.9268	0.3963	0.9268	0.9627
No log	13.2	198	0.9347	0.3305	0.9347	0.9668
No log	13.3333	200	0.7859	0.3461	0.7859	0.8865
No log	13.4667	202	0.7412	0.3710	0.7412	0.8609
No log	13.6	204	0.6998	0.4270	0.6998	0.8365
No log	13.7333	206	0.7591	0.4223	0.7591	0.8713
No log	13.8667	208	0.7705	0.3868	0.7705	0.8778
No log	14.0	210	0.9055	0.3337	0.9055	0.9516
No log	14.1333	212	1.0177	0.3777	1.0177	1.0088
No log	14.2667	214	0.9654	0.3753	0.9654	0.9825
No log	14.4	216	0.7968	0.4085	0.7968	0.8926
No log	14.5333	218	0.6995	0.4295	0.6995	0.8363
No log	14.6667	220	0.7154	0.4295	0.7154	0.8458
No log	14.8	222	0.8007	0.4018	0.8007	0.8948
No log	14.9333	224	0.8187	0.3889	0.8187	0.9048
No log	15.0667	226	0.7615	0.4268	0.7615	0.8726
No log	15.2	228	0.7087	0.4404	0.7087	0.8419
No log	15.3333	230	0.7743	0.4528	0.7743	0.8800
No log	15.4667	232	0.9081	0.4033	0.9081	0.9529
No log	15.6	234	0.9952	0.4156	0.9952	0.9976
No log	15.7333	236	0.9596	0.4156	0.9596	0.9796
No log	15.8667	238	0.8523	0.3650	0.8523	0.9232
No log	16.0	240	0.7090	0.3688	0.7090	0.8420
No log	16.1333	242	0.6297	0.4352	0.6297	0.7935
No log	16.2667	244	0.5950	0.5467	0.5950	0.7714
No log	16.4	246	0.6244	0.4534	0.6244	0.7902
No log	16.5333	248	0.7026	0.4123	0.7026	0.8382
No log	16.6667	250	0.7381	0.4018	0.7381	0.8591
No log	16.8	252	0.7489	0.4018	0.7489	0.8654
No log	16.9333	254	0.7235	0.3913	0.7235	0.8506
No log	17.0667	256	0.7614	0.3371	0.7614	0.8726
No log	17.2	258	0.7152	0.3869	0.7152	0.8457
No log	17.3333	260	0.7179	0.3869	0.7179	0.8473
No log	17.4667	262	0.6564	0.4072	0.6564	0.8102
No log	17.6	264	0.5906	0.5308	0.5906	0.7685
No log	17.7333	266	0.6296	0.5591	0.6296	0.7935
No log	17.8667	268	0.8012	0.4859	0.8012	0.8951
No log	18.0	270	0.9509	0.4771	0.9509	0.9751
No log	18.1333	272	0.9022	0.4714	0.9022	0.9499
No log	18.2667	274	0.7599	0.4993	0.7599	0.8717
No log	18.4	276	0.7211	0.4937	0.7211	0.8492
No log	18.5333	278	0.7198	0.4366	0.7198	0.8484
No log	18.6667	280	0.7502	0.4296	0.7502	0.8662
No log	18.8	282	0.7632	0.4296	0.7632	0.8736
No log	18.9333	284	0.8180	0.4396	0.8180	0.9044
No log	19.0667	286	0.8494	0.4409	0.8494	0.9216
No log	19.2	288	0.8025	0.4536	0.8025	0.8958
No log	19.3333	290	0.8079	0.4081	0.8079	0.8988
No log	19.4667	292	0.7700	0.4462	0.7700	0.8775
No log	19.6	294	0.7523	0.4592	0.7523	0.8674
No log	19.7333	296	0.7437	0.4502	0.7437	0.8624
No log	19.8667	298	0.8073	0.3618	0.8073	0.8985
No log	20.0	300	0.8691	0.3390	0.8691	0.9323
No log	20.1333	302	0.8363	0.3290	0.8363	0.9145
No log	20.2667	304	0.7971	0.3403	0.7971	0.8928
No log	20.4	306	0.7939	0.3403	0.7939	0.8910
No log	20.5333	308	0.7973	0.3346	0.7973	0.8929
No log	20.6667	310	0.9315	0.3080	0.9315	0.9651
No log	20.8	312	1.0354	0.3221	1.0354	1.0175
No log	20.9333	314	0.9652	0.3154	0.9652	0.9824
No log	21.0667	316	0.7745	0.3623	0.7745	0.8801
No log	21.2	318	0.6786	0.4753	0.6786	0.8238
No log	21.3333	320	0.6651	0.4502	0.6651	0.8155
No log	21.4667	322	0.6782	0.4835	0.6782	0.8235
No log	21.6	324	0.7857	0.4597	0.7857	0.8864
No log	21.7333	326	1.0414	0.3505	1.0414	1.0205
No log	21.8667	328	1.1797	0.2812	1.1797	1.0862
No log	22.0	330	1.0896	0.3040	1.0896	1.0438
No log	22.1333	332	0.8685	0.4209	0.8685	0.9319
No log	22.2667	334	0.7152	0.4491	0.7152	0.8457
No log	22.4	336	0.7060	0.4392	0.7060	0.8402
No log	22.5333	338	0.7830	0.3847	0.7830	0.8849
No log	22.6667	340	0.8568	0.3928	0.8568	0.9257
No log	22.8	342	0.8694	0.3868	0.8694	0.9324
No log	22.9333	344	0.8040	0.3928	0.8040	0.8967
No log	23.0667	346	0.7439	0.4721	0.7439	0.8625
No log	23.2	348	0.7504	0.4315	0.7504	0.8662
No log	23.3333	350	0.7663	0.4250	0.7663	0.8754
No log	23.4667	352	0.7975	0.4584	0.7975	0.8930
No log	23.6	354	0.9326	0.3455	0.9326	0.9657
No log	23.7333	356	0.9424	0.3505	0.9424	0.9708
No log	23.8667	358	0.9304	0.3643	0.9304	0.9645
No log	24.0	360	0.9031	0.3643	0.9031	0.9503
No log	24.1333	362	0.8531	0.3810	0.8531	0.9236
No log	24.2667	364	0.7883	0.3988	0.7883	0.8879
No log	24.4	366	0.7743	0.4332	0.7743	0.8799
No log	24.5333	368	0.7584	0.4719	0.7584	0.8709
No log	24.6667	370	0.7081	0.5107	0.7081	0.8415
No log	24.8	372	0.6872	0.4576	0.6872	0.8290
No log	24.9333	374	0.7100	0.4392	0.7100	0.8426
No log	25.0667	376	0.7815	0.3869	0.7815	0.8840
No log	25.2	378	0.7758	0.3869	0.7758	0.8808
No log	25.3333	380	0.7178	0.4491	0.7178	0.8473
No log	25.4667	382	0.7159	0.4089	0.7159	0.8461
No log	25.6	384	0.8118	0.3601	0.8118	0.9010
No log	25.7333	386	0.8981	0.3888	0.8981	0.9477
No log	25.8667	388	0.8725	0.3888	0.8725	0.9341
No log	26.0	390	0.8454	0.3425	0.8454	0.9195
No log	26.1333	392	0.8129	0.4044	0.8129	0.9016
No log	26.2667	394	0.8561	0.3978	0.8561	0.9253
No log	26.4	396	0.8138	0.4044	0.8138	0.9021
No log	26.5333	398	0.7833	0.4308	0.7833	0.8850
No log	26.6667	400	0.8405	0.3791	0.8405	0.9168
No log	26.8	402	0.8956	0.3977	0.8956	0.9463
No log	26.9333	404	0.9381	0.4091	0.9381	0.9685
No log	27.0667	406	0.9116	0.4091	0.9116	0.9548
No log	27.2	408	0.8667	0.4209	0.8667	0.9310
No log	27.3333	410	0.7426	0.5124	0.7426	0.8617
No log	27.4667	412	0.6941	0.5107	0.6941	0.8332
No log	27.6	414	0.7291	0.4933	0.7291	0.8539
No log	27.7333	416	0.7751	0.4719	0.7751	0.8804
No log	27.8667	418	0.8055	0.4651	0.8055	0.8975
No log	28.0	420	0.7298	0.4719	0.7298	0.8543
No log	28.1333	422	0.6493	0.5085	0.6493	0.8058
No log	28.2667	424	0.6249	0.5659	0.6249	0.7905
No log	28.4	426	0.6289	0.5163	0.6289	0.7930
No log	28.5333	428	0.6230	0.5243	0.6230	0.7893
No log	28.6667	430	0.6318	0.5243	0.6318	0.7948
No log	28.8	432	0.6298	0.5190	0.6298	0.7936
No log	28.9333	434	0.6441	0.5107	0.6441	0.8026
No log	29.0667	436	0.7204	0.5085	0.7204	0.8488
No log	29.2	438	0.7339	0.5085	0.7339	0.8567
No log	29.3333	440	0.6871	0.4665	0.6871	0.8289
No log	29.4667	442	0.6794	0.5107	0.6794	0.8243
No log	29.6	444	0.7009	0.5026	0.7009	0.8372
No log	29.7333	446	0.7362	0.4933	0.7362	0.8580
No log	29.8667	448	0.7399	0.4597	0.7399	0.8602
No log	30.0	450	0.8060	0.4270	0.8060	0.8978
No log	30.1333	452	0.8695	0.3849	0.8695	0.9325
No log	30.2667	454	0.8367	0.4149	0.8367	0.9147
No log	30.4	456	0.7480	0.4180	0.7480	0.8649
No log	30.5333	458	0.7013	0.4684	0.7013	0.8374
No log	30.6667	460	0.7485	0.4574	0.7485	0.8651
No log	30.8	462	0.8004	0.4186	0.8004	0.8947
No log	30.9333	464	0.8049	0.4032	0.8049	0.8972
No log	31.0667	466	0.8346	0.3650	0.8346	0.9136
No log	31.2	468	0.7968	0.4032	0.7968	0.8927
No log	31.3333	470	0.7705	0.4228	0.7705	0.8778
No log	31.4667	472	0.8077	0.3810	0.8077	0.8987
No log	31.6	474	0.8729	0.3810	0.8729	0.9343
No log	31.7333	476	0.8851	0.3597	0.8851	0.9408
No log	31.8667	478	0.8600	0.3193	0.8600	0.9274
No log	32.0	480	0.8317	0.3251	0.8317	0.9120
No log	32.1333	482	0.8210	0.3251	0.8210	0.9061
No log	32.2667	484	0.8311	0.3657	0.8311	0.9116
No log	32.4	486	0.7830	0.3433	0.7830	0.8849
No log	32.5333	488	0.7094	0.4602	0.7094	0.8423
No log	32.6667	490	0.7247	0.4444	0.7247	0.8513
No log	32.8	492	0.8219	0.3310	0.8219	0.9066
No log	32.9333	494	0.8788	0.3137	0.8788	0.9375
No log	33.0667	496	0.9384	0.2707	0.9384	0.9687
No log	33.2	498	0.9713	0.2707	0.9713	0.9855
0.2669	33.3333	500	1.0009	0.2084	1.0009	1.0005
0.2669	33.4667	502	0.9523	0.2707	0.9523	0.9759
0.2669	33.6	504	0.9260	0.2707	0.9260	0.9623
0.2669	33.7333	506	0.8927	0.3029	0.8927	0.9448
0.2669	33.8667	508	0.7727	0.4203	0.7727	0.8790
0.2669	34.0	510	0.6706	0.4749	0.6706	0.8189
0.2669	34.1333	512	0.6530	0.4835	0.6530	0.8081
0.2669	34.2667	514	0.6931	0.4827	0.6931	0.8325
0.2669	34.4	516	0.7872	0.4574	0.7872	0.8873
0.2669	34.5333	518	0.9204	0.3849	0.9204	0.9594
0.2669	34.6667	520	0.9389	0.3298	0.9389	0.9690
0.2669	34.8	522	0.8785	0.3636	0.8785	0.9373
0.2669	34.9333	524	0.7788	0.3960	0.7788	0.8825
0.2669	35.0667	526	0.6783	0.3894	0.6783	0.8236
0.2669	35.2	528	0.6366	0.4867	0.6366	0.7979
0.2669	35.3333	530	0.6343	0.4867	0.6343	0.7964
0.2669	35.4667	532	0.6645	0.4513	0.6645	0.8151
0.2669	35.6	534	0.7488	0.3981	0.7488	0.8653
0.2669	35.7333	536	0.8909	0.4091	0.8909	0.9439
0.2669	35.8667	538	0.9157	0.3939	0.9157	0.9569
0.2669	36.0	540	0.8616	0.4108	0.8616	0.9282
0.2669	36.1333	542	0.7432	0.4992	0.7432	0.8621
0.2669	36.2667	544	0.7348	0.4512	0.7348	0.8572
0.2669	36.4	546	0.7223	0.4197	0.7223	0.8499
0.2669	36.5333	548	0.7648	0.3425	0.7648	0.8745
0.2669	36.6667	550	0.8471	0.2910	0.8471	0.9204
0.2669	36.8	552	0.8868	0.2910	0.8868	0.9417
0.2669	36.9333	554	0.9380	0.2529	0.9380	0.9685
0.2669	37.0667	556	0.9375	0.2806	0.9375	0.9683
0.2669	37.2	558	0.8744	0.2910	0.8744	0.9351
0.2669	37.3333	560	0.7331	0.4329	0.7331	0.8562
0.2669	37.4667	562	0.6281	0.4482	0.6281	0.7925
0.2669	37.6	564	0.6014	0.3945	0.6014	0.7755
0.2669	37.7333	566	0.6245	0.3976	0.6245	0.7903
0.2669	37.8667	568	0.6780	0.4307	0.6780	0.8234
0.2669	38.0	570	0.7407	0.3746	0.7407	0.8607
0.2669	38.1333	572	0.8261	0.3665	0.8261	0.9089
0.2669	38.2667	574	0.8680	0.2910	0.8680	0.9317
0.2669	38.4	576	0.8679	0.2756	0.8679	0.9316
0.2669	38.5333	578	0.8390	0.2756	0.8390	0.9160
0.2669	38.6667	580	0.7999	0.3169	0.7999	0.8944
0.2669	38.8	582	0.7741	0.3433	0.7741	0.8798
0.2669	38.9333	584	0.7578	0.3754	0.7578	0.8705
0.2669	39.0667	586	0.7643	0.3868	0.7643	0.8742
0.2669	39.2	588	0.7366	0.3973	0.7366	0.8582
0.2669	39.3333	590	0.7808	0.4488	0.7808	0.8837
0.2669	39.4667	592	0.8127	0.4488	0.8127	0.9015
0.2669	39.6	594	0.7790	0.4799	0.7790	0.8826
0.2669	39.7333	596	0.7365	0.4937	0.7365	0.8582
0.2669	39.8667	598	0.6956	0.5123	0.6956	0.8340
0.2669	40.0	600	0.6753	0.4911	0.6753	0.8218
0.2669	40.1333	602	0.6913	0.4052	0.6913	0.8315
0.2669	40.2667	604	0.7640	0.3623	0.7640	0.8741
0.2669	40.4	606	0.8193	0.3559	0.8193	0.9051
0.2669	40.5333	608	0.8302	0.3559	0.8302	0.9111
0.2669	40.6667	610	0.7896	0.3076	0.7896	0.8886
0.2669	40.8	612	0.7363	0.2726	0.7363	0.8581
0.2669	40.9333	614	0.7432	0.2726	0.7432	0.8621
0.2669	41.0667	616	0.8025	0.2670	0.8025	0.8959
0.2669	41.2	618	0.8884	0.2810	0.8884	0.9426
0.2669	41.3333	620	1.0060	0.1821	1.0060	1.0030
0.2669	41.4667	622	1.1351	0.2056	1.1351	1.0654
0.2669	41.6	624	1.1682	0.1939	1.1682	1.0808
0.2669	41.7333	626	1.1006	0.2336	1.1006	1.0491
0.2669	41.8667	628	1.0036	0.1821	1.0036	1.0018
0.2669	42.0	630	0.9543	0.2437	0.9543	0.9769
0.2669	42.1333	632	0.9249	0.3080	0.9249	0.9617
0.2669	42.2667	634	0.9429	0.2982	0.9429	0.9710
0.2669	42.4	636	1.0032	0.2539	1.0032	1.0016
0.2669	42.5333	638	1.0796	0.2211	1.0796	1.0390
0.2669	42.6667	640	1.0547	0.2572	1.0547	1.0270
0.2669	42.8	642	0.9762	0.3269	0.9762	0.9880
0.2669	42.9333	644	0.8865	0.3523	0.8865	0.9416
0.2669	43.0667	646	0.7991	0.4222	0.7991	0.8939
0.2669	43.2	648	0.7543	0.4272	0.7543	0.8685
0.2669	43.3333	650	0.7474	0.3095	0.7474	0.8645
0.2669	43.4667	652	0.7676	0.3822	0.7676	0.8762
0.2669	43.6	654	0.8587	0.3613	0.8587	0.9266
0.2669	43.7333	656	0.9428	0.3608	0.9428	0.9710
0.2669	43.8667	658	0.9493	0.3473	0.9493	0.9743
0.2669	44.0	660	0.8721	0.3923	0.8721	0.9339
0.2669	44.1333	662	0.7837	0.4617	0.7837	0.8853
0.2669	44.2667	664	0.7359	0.4883	0.7359	0.8579
0.2669	44.4	666	0.7111	0.5215	0.7111	0.8433
0.2669	44.5333	668	0.6812	0.4812	0.6812	0.8253
0.2669	44.6667	670	0.6523	0.5373	0.6523	0.8076
0.2669	44.8	672	0.6432	0.5388	0.6432	0.8020
0.2669	44.9333	674	0.6306	0.5553	0.6306	0.7941
0.2669	45.0667	676	0.6311	0.5553	0.6311	0.7944
0.2669	45.2	678	0.6652	0.5431	0.6652	0.8156
0.2669	45.3333	680	0.7045	0.5023	0.7045	0.8393
0.2669	45.4667	682	0.7369	0.4752	0.7369	0.8584
0.2669	45.6	684	0.7442	0.4805	0.7442	0.8627
0.2669	45.7333	686	0.7406	0.4805	0.7406	0.8606
0.2669	45.8667	688	0.7781	0.3786	0.7781	0.8821
0.2669	46.0	690	0.8090	0.3411	0.8090	0.8994
0.2669	46.1333	692	0.8556	0.3608	0.8556	0.9250
0.2669	46.2667	694	0.8020	0.3716	0.8020	0.8956
0.2669	46.4	696	0.7507	0.4597	0.7507	0.8664
0.2669	46.5333	698	0.6927	0.5243	0.6927	0.8323
0.2669	46.6667	700	0.6922	0.5243	0.6922	0.8320
0.2669	46.8	702	0.7406	0.4651	0.7406	0.8606
0.2669	46.9333	704	0.7570	0.4332	0.7570	0.8701
0.2669	47.0667	706	0.7503	0.4332	0.7503	0.8662
0.2669	47.2	708	0.7143	0.4805	0.7143	0.8451
0.2669	47.3333	710	0.6840	0.5117	0.6840	0.8270
0.2669	47.4667	712	0.6820	0.5117	0.6820	0.8258
0.2669	47.6	714	0.6730	0.5133	0.6730	0.8204
0.2669	47.7333	716	0.7082	0.4909	0.7082	0.8415
0.2669	47.8667	718	0.7476	0.4222	0.7476	0.8646
0.2669	48.0	720	0.7869	0.3946	0.7869	0.8871
0.2669	48.1333	722	0.8376	0.3772	0.8376	0.9152
0.2669	48.2667	724	0.8687	0.3473	0.8687	0.9320
0.2669	48.4	726	0.8736	0.3523	0.8736	0.9346
0.2669	48.5333	728	0.8456	0.3557	0.8456	0.9196
0.2669	48.6667	730	0.7942	0.3946	0.7942	0.8912
0.2669	48.8	732	0.7644	0.4007	0.7644	0.8743
0.2669	48.9333	734	0.7418	0.4545	0.7418	0.8613
0.2669	49.0667	736	0.7125	0.4631	0.7125	0.8441
0.2669	49.2	738	0.7098	0.4468	0.7098	0.8425
0.2669	49.3333	740	0.7024	0.4468	0.7024	0.8381
0.2669	49.4667	742	0.7056	0.4247	0.7056	0.8400
0.2669	49.6	744	0.7011	0.4038	0.7011	0.8373
0.2669	49.7333	746	0.7253	0.4247	0.7253	0.8516
0.2669	49.8667	748	0.7387	0.4247	0.7387	0.8595
0.2669	50.0	750	0.7163	0.4247	0.7163	0.8463
0.2669	50.1333	752	0.6999	0.4038	0.6999	0.8366
0.2669	50.2667	754	0.6752	0.4265	0.6752	0.8217
0.2669	50.4	756	0.6704	0.4556	0.6704	0.8188
0.2669	50.5333	758	0.6808	0.4772	0.6808	0.8251
0.2669	50.6667	760	0.7106	0.4631	0.7106	0.8430
0.2669	50.8	762	0.7553	0.4088	0.7553	0.8691
0.2669	50.9333	764	0.7485	0.4088	0.7485	0.8651
0.2669	51.0667	766	0.7435	0.4088	0.7435	0.8623
0.2669	51.2	768	0.7467	0.4070	0.7467	0.8641
0.2669	51.3333	770	0.7773	0.4070	0.7773	0.8817
0.2669	51.4667	772	0.8243	0.4070	0.8243	0.9079
0.2669	51.6	774	0.8564	0.4067	0.8564	0.9254
0.2669	51.7333	776	0.8637	0.3812	0.8637	0.9294
0.2669	51.8667	778	0.8330	0.4051	0.8330	0.9127
0.2669	52.0	780	0.7864	0.4070	0.7864	0.8868
0.2669	52.1333	782	0.7838	0.4070	0.7838	0.8853
0.2669	52.2667	784	0.8023	0.3847	0.8023	0.8957
0.2669	52.4	786	0.8174	0.3928	0.8174	0.9041
0.2669	52.5333	788	0.8020	0.4204	0.8020	0.8956
0.2669	52.6667	790	0.7676	0.4070	0.7676	0.8761
0.2669	52.8	792	0.7471	0.4400	0.7471	0.8643
0.2669	52.9333	794	0.6917	0.4738	0.6917	0.8317
0.2669	53.0667	796	0.6493	0.4606	0.6493	0.8058
0.2669	53.2	798	0.6598	0.4741	0.6598	0.8123
0.2669	53.3333	800	0.6982	0.4666	0.6982	0.8356
0.2669	53.4667	802	0.7939	0.3727	0.7939	0.8910
0.2669	53.6	804	0.8728	0.3367	0.8728	0.9342
0.2669	53.7333	806	0.8919	0.3418	0.8919	0.9444
0.2669	53.8667	808	0.8891	0.3305	0.8891	0.9429
0.2669	54.0	810	0.8732	0.3324	0.8732	0.9345
0.2669	54.1333	812	0.8489	0.3559	0.8489	0.9214
0.2669	54.2667	814	0.8484	0.3324	0.8484	0.9211
0.2669	54.4	816	0.8472	0.3193	0.8472	0.9204
0.2669	54.5333	818	0.8474	0.3559	0.8474	0.9205
0.2669	54.6667	820	0.8538	0.3559	0.8538	0.9240
0.2669	54.8	822	0.8797	0.3503	0.8797	0.9379
0.2669	54.9333	824	0.8756	0.3608	0.8756	0.9357
0.2669	55.0667	826	0.8479	0.3470	0.8479	0.9208
0.2669	55.2	828	0.7870	0.3946	0.7870	0.8871
0.2669	55.3333	830	0.7239	0.3543	0.7239	0.8508
0.2669	55.4667	832	0.7153	0.4124	0.7153	0.8458
0.2669	55.6	834	0.7473	0.3973	0.7473	0.8645
0.2669	55.7333	836	0.7711	0.3579	0.7711	0.8781
0.2669	55.8667	838	0.7852	0.3522	0.7852	0.8861
0.2669	56.0	840	0.7606	0.3973	0.7606	0.8721
0.2669	56.1333	842	0.7463	0.4038	0.7463	0.8639
0.2669	56.2667	844	0.7231	0.4038	0.7231	0.8503
0.2669	56.4	846	0.7027	0.4741	0.7027	0.8383
0.2669	56.5333	848	0.6612	0.4764	0.6612	0.8131
0.2669	56.6667	850	0.6554	0.5101	0.6554	0.8095
0.2669	56.8	852	0.6629	0.5024	0.6629	0.8142
0.2669	56.9333	854	0.6609	0.5024	0.6609	0.8129
0.2669	57.0667	856	0.6598	0.5373	0.6598	0.8123
0.2669	57.2	858	0.6701	0.5373	0.6701	0.8186
0.2669	57.3333	860	0.6957	0.4400	0.6957	0.8341
0.2669	57.4667	862	0.7146	0.4400	0.7146	0.8453
0.2669	57.6	864	0.7279	0.4400	0.7279	0.8532
0.2669	57.7333	866	0.7045	0.4400	0.7045	0.8394
0.2669	57.8667	868	0.6739	0.4738	0.6739	0.8209
0.2669	58.0	870	0.6668	0.4738	0.6668	0.8166
0.2669	58.1333	872	0.6467	0.4819	0.6467	0.8042
0.2669	58.2667	874	0.6776	0.4738	0.6776	0.8231
0.2669	58.4	876	0.7132	0.4400	0.7132	0.8445
0.2669	58.5333	878	0.7232	0.4333	0.7232	0.8504
0.2669	58.6667	880	0.7156	0.3822	0.7156	0.8460
0.2669	58.8	882	0.7286	0.3630	0.7286	0.8536
0.2669	58.9333	884	0.7132	0.3699	0.7132	0.8445
0.2669	59.0667	886	0.7168	0.3630	0.7168	0.8467
0.2669	59.2	888	0.7396	0.3963	0.7396	0.8600
0.2669	59.3333	890	0.7373	0.3963	0.7373	0.8587
0.2669	59.4667	892	0.7445	0.4173	0.7445	0.8628
0.2669	59.6	894	0.7562	0.3867	0.7562	0.8696
0.2669	59.7333	896	0.7815	0.3632	0.7815	0.8840
0.2669	59.8667	898	0.8201	0.3523	0.8201	0.9056
0.2669	60.0	900	0.8611	0.3305	0.8611	0.9280
0.2669	60.1333	902	0.8990	0.3503	0.8990	0.9482
0.2669	60.2667	904	0.8991	0.3418	0.8991	0.9482
0.2669	60.4	906	0.8541	0.3305	0.8541	0.9242
0.2669	60.5333	908	0.7745	0.3847	0.7745	0.8800
0.2669	60.6667	910	0.7087	0.4684	0.7087	0.8418
0.2669	60.8	912	0.6734	0.4703	0.6734	0.8206
0.2669	60.9333	914	0.6770	0.4451	0.6770	0.8228
0.2669	61.0667	916	0.7132	0.3645	0.7132	0.8445
0.2669	61.2	918	0.7886	0.3411	0.7886	0.8881
0.2669	61.3333	920	0.8681	0.3305	0.8681	0.9317
0.2669	61.4667	922	0.9060	0.3557	0.9060	0.9518
0.2669	61.6	924	0.9413	0.3697	0.9413	0.9702
0.2669	61.7333	926	0.9280	0.3503	0.9280	0.9633
0.2669	61.8667	928	0.8942	0.3390	0.8942	0.9456
0.2669	62.0	930	0.8704	0.3445	0.8704	0.9330
0.2669	62.1333	932	0.8384	0.3193	0.8384	0.9157
0.2669	62.2667	934	0.8237	0.3251	0.8237	0.9076
0.2669	62.4	936	0.8215	0.3719	0.8215	0.9064
0.2669	62.5333	938	0.8285	0.3827	0.8285	0.9102
0.2669	62.6667	940	0.8489	0.3503	0.8489	0.9213
0.2669	62.8	942	0.8535	0.3557	0.8535	0.9239
0.2669	62.9333	944	0.8347	0.3557	0.8347	0.9136
0.2669	63.0667	946	0.8442	0.3557	0.8442	0.9188
0.2669	63.2	948	0.8403	0.3557	0.8403	0.9167
0.2669	63.3333	950	0.8190	0.3557	0.8190	0.9050
0.2669	63.4667	952	0.7921	0.3557	0.7921	0.8900
0.2669	63.6	954	0.7897	0.3557	0.7897	0.8886
0.2669	63.7333	956	0.7996	0.3557	0.7996	0.8942
0.2669	63.8667	958	0.8120	0.3557	0.8120	0.9011
0.2669	64.0	960	0.8189	0.3503	0.8189	0.9049
0.2669	64.1333	962	0.8003	0.3503	0.8003	0.8946
0.2669	64.2667	964	0.7728	0.3772	0.7728	0.8791
0.2669	64.4	966	0.7574	0.3772	0.7574	0.8703
0.2669	64.5333	968	0.7525	0.3772	0.7525	0.8675
0.2669	64.6667	970	0.7497	0.3772	0.7497	0.8659
0.2669	64.8	972	0.7397	0.3772	0.7397	0.8601
0.2669	64.9333	974	0.7229	0.4142	0.7229	0.8502
0.2669	65.0667	976	0.7032	0.4204	0.7032	0.8386
0.2669	65.2	978	0.6897	0.4597	0.6897	0.8305
0.2669	65.3333	980	0.6720	0.5008	0.6720	0.8198
0.2669	65.4667	982	0.6808	0.4933	0.6808	0.8251
0.2669	65.6	984	0.6966	0.4933	0.6966	0.8346
0.2669	65.7333	986	0.7167	0.4204	0.7167	0.8466
0.2669	65.8667	988	0.7392	0.4142	0.7392	0.8598
0.2669	66.0	990	0.7243	0.4204	0.7243	0.8510
0.2669	66.1333	992	0.7005	0.4795	0.7005	0.8370
0.2669	66.2667	994	0.6744	0.4947	0.6744	0.8212
0.2669	66.4	996	0.6709	0.5227	0.6709	0.8191
0.2669	66.5333	998	0.6843	0.4870	0.6843	0.8272
0.0454	66.6667	1000	0.7154	0.4528	0.7154	0.8458
0.0454	66.8	1002	0.7284	0.4204	0.7284	0.8535
0.0454	66.9333	1004	0.7302	0.4204	0.7302	0.8545
0.0454	67.0667	1006	0.7559	0.4142	0.7559	0.8694
0.0454	67.2	1008	0.7764	0.4021	0.7764	0.8811
0.0454	67.3333	1010	0.7836	0.3716	0.7836	0.8852

Framework versions

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