ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_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: 0.5897
• Qwk: 0.4303
• Mse: 0.5897
• Rmse: 0.7679

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	0.0339	2	4.0498	-0.0223	4.0498	2.0124
No log	0.0678	4	2.4989	0.0660	2.4989	1.5808
No log	0.1017	6	1.2490	0.0361	1.2490	1.1176
No log	0.1356	8	0.8509	0.1328	0.8509	0.9224
No log	0.1695	10	0.8116	0.2849	0.8116	0.9009
No log	0.2034	12	0.9057	0.1205	0.9057	0.9517
No log	0.2373	14	1.1880	-0.0007	1.1880	1.0899
No log	0.2712	16	1.5937	-0.0144	1.5937	1.2624
No log	0.3051	18	1.5810	-0.0050	1.5810	1.2574
No log	0.3390	20	1.2025	0.0	1.2025	1.0966
No log	0.3729	22	0.9293	0.0568	0.9293	0.9640
No log	0.4068	24	0.8626	0.0665	0.8626	0.9288
No log	0.4407	26	0.8619	0.0321	0.8619	0.9284
No log	0.4746	28	0.8535	0.1148	0.8535	0.9238
No log	0.5085	30	0.8648	-0.0354	0.8648	0.9300
No log	0.5424	32	1.1372	0.0288	1.1372	1.0664
No log	0.5763	34	1.3812	0.0196	1.3812	1.1752
No log	0.6102	36	1.1828	0.0345	1.1828	1.0876
No log	0.6441	38	1.0883	0.0288	1.0883	1.0432
No log	0.6780	40	1.0363	0.0625	1.0363	1.0180
No log	0.7119	42	0.9208	0.1092	0.9208	0.9596
No log	0.7458	44	0.8388	0.1111	0.8388	0.9158
No log	0.7797	46	0.8269	0.1245	0.8269	0.9093
No log	0.8136	48	0.8978	0.1142	0.8978	0.9475
No log	0.8475	50	1.2023	0.0630	1.2023	1.0965
No log	0.8814	52	1.5493	0.0469	1.5493	1.2447
No log	0.9153	54	1.5678	0.0469	1.5678	1.2521
No log	0.9492	56	1.3790	0.0677	1.3790	1.1743
No log	0.9831	58	1.1400	0.0848	1.1400	1.0677
No log	1.0169	60	0.8927	0.1139	0.8927	0.9448
No log	1.0508	62	0.7785	0.2818	0.7785	0.8823
No log	1.0847	64	0.7764	0.2658	0.7764	0.8811
No log	1.1186	66	0.7735	0.2658	0.7735	0.8795
No log	1.1525	68	0.8023	0.2864	0.8023	0.8957
No log	1.1864	70	0.8226	0.2647	0.8226	0.9070
No log	1.2203	72	0.9128	0.1367	0.9128	0.9554
No log	1.2542	74	1.0558	0.1865	1.0558	1.0275
No log	1.2881	76	1.3120	0.1138	1.3120	1.1454
No log	1.3220	78	1.4763	0.0717	1.4763	1.2150
No log	1.3559	80	1.3797	0.0309	1.3797	1.1746
No log	1.3898	82	1.1455	0.0943	1.1455	1.0703
No log	1.4237	84	1.0082	0.1117	1.0082	1.0041
No log	1.4576	86	0.9728	0.1230	0.9728	0.9863
No log	1.4915	88	1.0091	0.0918	1.0091	1.0046
No log	1.5254	90	1.1024	0.0916	1.1024	1.0499
No log	1.5593	92	1.1281	0.0651	1.1281	1.0621
No log	1.5932	94	1.0642	0.0862	1.0642	1.0316
No log	1.6271	96	0.9623	0.1077	0.9623	0.9810
No log	1.6610	98	0.8531	0.2566	0.8531	0.9236
No log	1.6949	100	0.8287	0.2028	0.8287	0.9103
No log	1.7288	102	0.8235	0.2028	0.8235	0.9075
No log	1.7627	104	0.8592	0.2252	0.8592	0.9269
No log	1.7966	106	0.8513	0.1668	0.8513	0.9227
No log	1.8305	108	0.8441	0.2099	0.8441	0.9188
No log	1.8644	110	0.8422	0.2243	0.8422	0.9177
No log	1.8983	112	0.8291	0.2473	0.8291	0.9105
No log	1.9322	114	0.7688	0.2455	0.7688	0.8768
No log	1.9661	116	0.7714	0.3559	0.7714	0.8783
No log	2.0	118	0.7837	0.3301	0.7837	0.8853
No log	2.0339	120	0.7278	0.3134	0.7278	0.8531
No log	2.0678	122	0.8408	0.2260	0.8408	0.9169
No log	2.1017	124	0.8418	0.2260	0.8418	0.9175
No log	2.1356	126	0.7474	0.1801	0.7474	0.8645
No log	2.1695	128	0.7372	0.3135	0.7372	0.8586
No log	2.2034	130	0.8151	0.3586	0.8151	0.9028
No log	2.2373	132	0.7831	0.3636	0.7831	0.8849
No log	2.2712	134	0.7935	0.3649	0.7935	0.8908
No log	2.3051	136	0.8033	0.3291	0.8033	0.8963
No log	2.3390	138	0.8456	0.2941	0.8456	0.9196
No log	2.3729	140	0.8262	0.3305	0.8262	0.9089
No log	2.4068	142	0.8044	0.3497	0.8044	0.8969
No log	2.4407	144	0.8531	0.2370	0.8531	0.9236
No log	2.4746	146	0.8530	0.2230	0.8530	0.9236
No log	2.5085	148	0.7346	0.2939	0.7346	0.8571
No log	2.5424	150	0.6910	0.3401	0.6910	0.8313
No log	2.5763	152	0.6812	0.3640	0.6812	0.8253
No log	2.6102	154	0.6985	0.2674	0.6985	0.8358
No log	2.6441	156	0.7612	0.3063	0.7612	0.8725
No log	2.6780	158	0.7650	0.3514	0.7650	0.8747
No log	2.7119	160	0.6665	0.2747	0.6665	0.8164
No log	2.7458	162	0.6887	0.3959	0.6887	0.8299
No log	2.7797	164	0.7389	0.4588	0.7389	0.8596
No log	2.8136	166	0.7142	0.4233	0.7142	0.8451
No log	2.8475	168	0.6850	0.3844	0.6850	0.8276
No log	2.8814	170	0.6685	0.3493	0.6685	0.8176
No log	2.9153	172	0.6701	0.3860	0.6701	0.8186
No log	2.9492	174	0.6380	0.3624	0.6380	0.7988
No log	2.9831	176	0.7026	0.4011	0.7026	0.8382
No log	3.0169	178	0.7652	0.4023	0.7652	0.8748
No log	3.0508	180	0.7414	0.4079	0.7414	0.8611
No log	3.0847	182	0.7785	0.3960	0.7785	0.8823
No log	3.1186	184	0.7973	0.4053	0.7973	0.8929
No log	3.1525	186	0.7082	0.4652	0.7082	0.8415
No log	3.1864	188	0.6591	0.4527	0.6591	0.8118
No log	3.2203	190	0.6491	0.4571	0.6491	0.8057
No log	3.2542	192	0.6472	0.4476	0.6472	0.8045
No log	3.2881	194	0.6460	0.4392	0.6460	0.8037
No log	3.3220	196	0.6501	0.4352	0.6501	0.8063
No log	3.3559	198	0.6773	0.4527	0.6773	0.8230
No log	3.3898	200	0.6556	0.4496	0.6556	0.8097
No log	3.4237	202	0.6247	0.4051	0.6247	0.7904
No log	3.4576	204	0.6215	0.4428	0.6215	0.7883
No log	3.4915	206	0.6132	0.4548	0.6132	0.7831
No log	3.5254	208	0.6028	0.4540	0.6028	0.7764
No log	3.5593	210	0.6365	0.3665	0.6365	0.7978
No log	3.5932	212	0.6494	0.4126	0.6494	0.8059
No log	3.6271	214	0.6363	0.4408	0.6363	0.7977
No log	3.6610	216	0.6459	0.4590	0.6459	0.8037
No log	3.6949	218	0.7339	0.3966	0.7339	0.8567
No log	3.7288	220	0.6854	0.4254	0.6854	0.8279
No log	3.7627	222	0.6472	0.4580	0.6472	0.8045
No log	3.7966	224	0.7104	0.3776	0.7104	0.8428
No log	3.8305	226	0.6795	0.4287	0.6795	0.8243
No log	3.8644	228	0.6345	0.4217	0.6345	0.7965
No log	3.8983	230	0.6310	0.4489	0.6310	0.7944
No log	3.9322	232	0.6309	0.4514	0.6309	0.7943
No log	3.9661	234	0.6587	0.4480	0.6587	0.8116
No log	4.0	236	0.7943	0.3820	0.7943	0.8912
No log	4.0339	238	0.8409	0.4082	0.8409	0.9170
No log	4.0678	240	0.6581	0.4415	0.6581	0.8112
No log	4.1017	242	0.6485	0.4943	0.6485	0.8053
No log	4.1356	244	0.6509	0.5148	0.6509	0.8068
No log	4.1695	246	0.6016	0.4505	0.6016	0.7756
No log	4.2034	248	0.6012	0.4579	0.6012	0.7754
No log	4.2373	250	0.5936	0.4381	0.5936	0.7704
No log	4.2712	252	0.6019	0.4419	0.6019	0.7758
No log	4.3051	254	0.6386	0.4700	0.6386	0.7991
No log	4.3390	256	0.6728	0.5026	0.6728	0.8202
No log	4.3729	258	0.6571	0.4575	0.6571	0.8106
No log	4.4068	260	0.6502	0.4514	0.6502	0.8063
No log	4.4407	262	0.6481	0.5032	0.6481	0.8051
No log	4.4746	264	0.6474	0.5281	0.6474	0.8046
No log	4.5085	266	0.6230	0.4773	0.6230	0.7893
No log	4.5424	268	0.5802	0.4523	0.5802	0.7617
No log	4.5763	270	0.6063	0.4363	0.6063	0.7786
No log	4.6102	272	0.6277	0.4322	0.6277	0.7922
No log	4.6441	274	0.5861	0.4144	0.5861	0.7656
No log	4.6780	276	0.6287	0.4158	0.6287	0.7929
No log	4.7119	278	0.6342	0.4158	0.6342	0.7964
No log	4.7458	280	0.5794	0.4534	0.5794	0.7612
No log	4.7797	282	0.6051	0.4746	0.6051	0.7779
No log	4.8136	284	0.7132	0.4332	0.7132	0.8445
No log	4.8475	286	0.7412	0.4259	0.7412	0.8609
No log	4.8814	288	0.6158	0.4777	0.6158	0.7847
No log	4.9153	290	0.5976	0.5040	0.5976	0.7730
No log	4.9492	292	0.6088	0.4623	0.6088	0.7803
No log	4.9831	294	0.7420	0.4365	0.7420	0.8614
No log	5.0169	296	1.0753	0.3948	1.0753	1.0369
No log	5.0508	298	1.0529	0.3801	1.0529	1.0261
No log	5.0847	300	0.7899	0.4315	0.7899	0.8888
No log	5.1186	302	0.6113	0.4224	0.6113	0.7819
No log	5.1525	304	0.6474	0.3908	0.6474	0.8046
No log	5.1864	306	0.6962	0.3274	0.6962	0.8344
No log	5.2203	308	0.6559	0.3908	0.6559	0.8099
No log	5.2542	310	0.6072	0.4489	0.6072	0.7793
No log	5.2881	312	0.6122	0.4225	0.6122	0.7824
No log	5.3220	314	0.6114	0.4225	0.6114	0.7819
No log	5.3559	316	0.6128	0.4180	0.6128	0.7828
No log	5.3898	318	0.6191	0.3967	0.6191	0.7868
No log	5.4237	320	0.6323	0.3630	0.6323	0.7952
No log	5.4576	322	0.7099	0.4257	0.7099	0.8426
No log	5.4915	324	0.7585	0.4261	0.7585	0.8709
No log	5.5254	326	0.7313	0.4380	0.7313	0.8551
No log	5.5593	328	0.6939	0.4402	0.6939	0.8330
No log	5.5932	330	0.6711	0.4402	0.6711	0.8192
No log	5.6271	332	0.6284	0.4990	0.6284	0.7927
No log	5.6610	334	0.6128	0.4579	0.6128	0.7828
No log	5.6949	336	0.6957	0.4734	0.6957	0.8341
No log	5.7288	338	0.6675	0.4619	0.6675	0.8170
No log	5.7627	340	0.5885	0.4690	0.5885	0.7671
No log	5.7966	342	0.6147	0.4671	0.6147	0.7840
No log	5.8305	344	0.8809	0.3891	0.8809	0.9386
No log	5.8644	346	1.0790	0.3454	1.0790	1.0387
No log	5.8983	348	1.0014	0.3562	1.0014	1.0007
No log	5.9322	350	0.7981	0.4265	0.7981	0.8934
No log	5.9661	352	0.6365	0.4632	0.6365	0.7978
No log	6.0	354	0.6107	0.4534	0.6107	0.7815
No log	6.0339	356	0.6160	0.4325	0.6160	0.7849
No log	6.0678	358	0.6646	0.4636	0.6646	0.8152
No log	6.1017	360	0.7367	0.4410	0.7367	0.8583
No log	6.1356	362	0.6882	0.4690	0.6882	0.8296
No log	6.1695	364	0.5821	0.4482	0.5821	0.7630
No log	6.2034	366	0.6070	0.4465	0.6070	0.7791
No log	6.2373	368	0.6209	0.4504	0.6209	0.7880
No log	6.2712	370	0.5896	0.4433	0.5896	0.7679
No log	6.3051	372	0.5863	0.4540	0.5863	0.7657
No log	6.3390	374	0.5837	0.4839	0.5837	0.7640
No log	6.3729	376	0.5825	0.4385	0.5825	0.7632
No log	6.4068	378	0.5811	0.4217	0.5811	0.7623
No log	6.4407	380	0.5822	0.4085	0.5822	0.7630
No log	6.4746	382	0.5813	0.4292	0.5813	0.7625
No log	6.5085	384	0.5823	0.4292	0.5823	0.7631
No log	6.5424	386	0.5811	0.4292	0.5811	0.7623
No log	6.5763	388	0.5778	0.4222	0.5778	0.7601
No log	6.6102	390	0.5800	0.4114	0.5800	0.7616
No log	6.6441	392	0.6102	0.4259	0.6102	0.7812
No log	6.6780	394	0.6023	0.4465	0.6023	0.7761
No log	6.7119	396	0.5748	0.4506	0.5748	0.7581
No log	6.7458	398	0.5927	0.4747	0.5927	0.7699
No log	6.7797	400	0.5875	0.5018	0.5875	0.7665
No log	6.8136	402	0.5813	0.4611	0.5813	0.7624
No log	6.8475	404	0.6329	0.4007	0.6329	0.7955
No log	6.8814	406	0.6415	0.4296	0.6415	0.8009
No log	6.9153	408	0.6015	0.4457	0.6015	0.7756
No log	6.9492	410	0.5773	0.4874	0.5773	0.7598
No log	6.9831	412	0.5924	0.4677	0.5924	0.7697
No log	7.0169	414	0.6460	0.4931	0.6460	0.8037
No log	7.0508	416	0.6353	0.4996	0.6353	0.7971
No log	7.0847	418	0.5967	0.4805	0.5967	0.7724
No log	7.1186	420	0.5781	0.4763	0.5781	0.7603
No log	7.1525	422	0.5712	0.4960	0.5712	0.7558
No log	7.1864	424	0.5655	0.4669	0.5655	0.7520
No log	7.2203	426	0.5667	0.5126	0.5667	0.7528
No log	7.2542	428	0.5583	0.5116	0.5583	0.7472
No log	7.2881	430	0.5556	0.4960	0.5556	0.7454
No log	7.3220	432	0.5504	0.4946	0.5504	0.7419
No log	7.3559	434	0.5496	0.4465	0.5496	0.7413
No log	7.3898	436	0.5505	0.4628	0.5505	0.7420
No log	7.4237	438	0.5610	0.4412	0.5610	0.7490
No log	7.4576	440	0.5691	0.4665	0.5691	0.7544
No log	7.4915	442	0.5613	0.4530	0.5613	0.7492
No log	7.5254	444	0.5715	0.4822	0.5715	0.7560
No log	7.5593	446	0.5747	0.5095	0.5747	0.7581
No log	7.5932	448	0.5549	0.4328	0.5549	0.7449
No log	7.6271	450	0.5516	0.4620	0.5516	0.7427
No log	7.6610	452	0.5474	0.4832	0.5474	0.7399
No log	7.6949	454	0.5552	0.4715	0.5552	0.7451
No log	7.7288	456	0.5855	0.4798	0.5855	0.7652
No log	7.7627	458	0.6239	0.4934	0.6239	0.7899
No log	7.7966	460	0.5912	0.5245	0.5912	0.7689
No log	7.8305	462	0.5569	0.4930	0.5569	0.7463
No log	7.8644	464	0.5661	0.5065	0.5661	0.7524
No log	7.8983	466	0.5689	0.5038	0.5689	0.7543
No log	7.9322	468	0.5597	0.5408	0.5597	0.7481
No log	7.9661	470	0.6370	0.4976	0.6370	0.7981
No log	8.0	472	0.7204	0.4481	0.7204	0.8487
No log	8.0339	474	0.6951	0.4574	0.6951	0.8337
No log	8.0678	476	0.6018	0.4918	0.6018	0.7757
No log	8.1017	478	0.5592	0.4810	0.5592	0.7478
No log	8.1356	480	0.5654	0.4984	0.5654	0.7519
No log	8.1695	482	0.5701	0.4763	0.5701	0.7551
No log	8.2034	484	0.6126	0.5185	0.6126	0.7827
No log	8.2373	486	0.7472	0.4407	0.7472	0.8644
No log	8.2712	488	0.7411	0.4331	0.7411	0.8609
No log	8.3051	490	0.6427	0.4948	0.6427	0.8017
No log	8.3390	492	0.5834	0.5067	0.5834	0.7638
No log	8.3729	494	0.5813	0.4910	0.5813	0.7624
No log	8.4068	496	0.6090	0.4594	0.6090	0.7804
No log	8.4407	498	0.6513	0.4645	0.6513	0.8071
0.4182	8.4746	500	0.6400	0.4487	0.6400	0.8000
0.4182	8.5085	502	0.6137	0.4471	0.6137	0.7834
0.4182	8.5424	504	0.5858	0.4687	0.5858	0.7654
0.4182	8.5763	506	0.5906	0.4643	0.5906	0.7685
0.4182	8.6102	508	0.6185	0.4017	0.6185	0.7864
0.4182	8.6441	510	0.6131	0.4091	0.6131	0.7830
0.4182	8.6780	512	0.6062	0.4431	0.6062	0.7786
0.4182	8.7119	514	0.6114	0.4601	0.6114	0.7819
0.4182	8.7458	516	0.6423	0.4549	0.6423	0.8015
0.4182	8.7797	518	0.6436	0.4404	0.6436	0.8022
0.4182	8.8136	520	0.6129	0.4666	0.6129	0.7829
0.4182	8.8475	522	0.6063	0.4648	0.6063	0.7787
0.4182	8.8814	524	0.6038	0.4539	0.6038	0.7770
0.4182	8.9153	526	0.6054	0.4303	0.6054	0.7781
0.4182	8.9492	528	0.6059	0.4370	0.6059	0.7784
0.4182	8.9831	530	0.6040	0.4540	0.6040	0.7772
0.4182	9.0169	532	0.6118	0.5201	0.6118	0.7822
0.4182	9.0508	534	0.6161	0.5026	0.6161	0.7849
0.4182	9.0847	536	0.6167	0.4425	0.6167	0.7853
0.4182	9.1186	538	0.6295	0.4726	0.6295	0.7934
0.4182	9.1525	540	0.6292	0.4716	0.6292	0.7932
0.4182	9.1864	542	0.6302	0.5158	0.6302	0.7938
0.4182	9.2203	544	0.6482	0.4662	0.6482	0.8051
0.4182	9.2542	546	0.6396	0.4777	0.6396	0.7998
0.4182	9.2881	548	0.6143	0.4846	0.6143	0.7838
0.4182	9.3220	550	0.6040	0.4844	0.6040	0.7772
0.4182	9.3559	552	0.6059	0.5254	0.6059	0.7784
0.4182	9.3898	554	0.6096	0.4961	0.6096	0.7808
0.4182	9.4237	556	0.6431	0.4795	0.6431	0.8019
0.4182	9.4576	558	0.6830	0.4263	0.6830	0.8264
0.4182	9.4915	560	0.7376	0.3995	0.7376	0.8588
0.4182	9.5254	562	0.6990	0.4140	0.6990	0.8360
0.4182	9.5593	564	0.6315	0.4168	0.6315	0.7947
0.4182	9.5932	566	0.5963	0.4835	0.5963	0.7722
0.4182	9.6271	568	0.5801	0.4813	0.5801	0.7616
0.4182	9.6610	570	0.6116	0.4375	0.6116	0.7821
0.4182	9.6949	572	0.6034	0.4214	0.6034	0.7768
0.4182	9.7288	574	0.5713	0.4813	0.5713	0.7558
0.4182	9.7627	576	0.5889	0.4935	0.5889	0.7674
0.4182	9.7966	578	0.6366	0.4834	0.6366	0.7979
0.4182	9.8305	580	0.6472	0.4823	0.6472	0.8045
0.4182	9.8644	582	0.6221	0.5022	0.6221	0.7887
0.4182	9.8983	584	0.5955	0.4945	0.5955	0.7717
0.4182	9.9322	586	0.5940	0.5383	0.5940	0.7707
0.4182	9.9661	588	0.5967	0.5144	0.5967	0.7725
0.4182	10.0	590	0.5828	0.5013	0.5828	0.7634
0.4182	10.0339	592	0.5742	0.4287	0.5742	0.7577
0.4182	10.0678	594	0.6367	0.4574	0.6367	0.7979
0.4182	10.1017	596	0.7101	0.4052	0.7101	0.8426
0.4182	10.1356	598	0.6684	0.4018	0.6684	0.8176
0.4182	10.1695	600	0.6187	0.4574	0.6187	0.7866
0.4182	10.2034	602	0.5851	0.4891	0.5851	0.7649
0.4182	10.2373	604	0.5563	0.4746	0.5563	0.7459
0.4182	10.2712	606	0.5569	0.4788	0.5569	0.7462
0.4182	10.3051	608	0.5835	0.4582	0.5835	0.7639
0.4182	10.3390	610	0.6360	0.4286	0.6360	0.7975
0.4182	10.3729	612	0.6697	0.3898	0.6697	0.8184
0.4182	10.4068	614	0.6645	0.4063	0.6645	0.8151
0.4182	10.4407	616	0.6166	0.4508	0.6166	0.7852
0.4182	10.4746	618	0.5795	0.4602	0.5795	0.7613
0.4182	10.5085	620	0.5504	0.4763	0.5504	0.7419
0.4182	10.5424	622	0.6029	0.4511	0.6029	0.7764
0.4182	10.5763	624	0.7049	0.4346	0.7049	0.8396
0.4182	10.6102	626	0.7168	0.4624	0.7168	0.8466
0.4182	10.6441	628	0.6545	0.4649	0.6545	0.8090
0.4182	10.6780	630	0.6073	0.4733	0.6073	0.7793
0.4182	10.7119	632	0.5955	0.4983	0.5955	0.7717
0.4182	10.7458	634	0.5934	0.48	0.5934	0.7703
0.4182	10.7797	636	0.6230	0.4520	0.6230	0.7893
0.4182	10.8136	638	0.6554	0.4678	0.6554	0.8096
0.4182	10.8475	640	0.6357	0.4437	0.6357	0.7973
0.4182	10.8814	642	0.5900	0.4410	0.5900	0.7681
0.4182	10.9153	644	0.5570	0.5516	0.5570	0.7463
0.4182	10.9492	646	0.5654	0.4764	0.5654	0.7519
0.4182	10.9831	648	0.6276	0.4923	0.6276	0.7922
0.4182	11.0169	650	0.6409	0.4891	0.6409	0.8006
0.4182	11.0508	652	0.5937	0.4627	0.5937	0.7705
0.4182	11.0847	654	0.5649	0.4137	0.5649	0.7516
0.4182	11.1186	656	0.5526	0.3965	0.5526	0.7434
0.4182	11.1525	658	0.5477	0.4289	0.5477	0.7401
0.4182	11.1864	660	0.5543	0.5414	0.5543	0.7445
0.4182	11.2203	662	0.5738	0.5506	0.5738	0.7575
0.4182	11.2542	664	0.5781	0.5576	0.5781	0.7603
0.4182	11.2881	666	0.5758	0.5350	0.5758	0.7588
0.4182	11.3220	668	0.5755	0.5591	0.5755	0.7586
0.4182	11.3559	670	0.6028	0.5003	0.6028	0.7764
0.4182	11.3898	672	0.6377	0.4495	0.6377	0.7985
0.4182	11.4237	674	0.6014	0.4837	0.6014	0.7755
0.4182	11.4576	676	0.5754	0.4887	0.5754	0.7586
0.4182	11.4915	678	0.5642	0.4789	0.5642	0.7511
0.4182	11.5254	680	0.5718	0.4858	0.5718	0.7562
0.4182	11.5593	682	0.5876	0.4643	0.5876	0.7666
0.4182	11.5932	684	0.5899	0.4675	0.5899	0.7681
0.4182	11.6271	686	0.5803	0.4573	0.5803	0.7618
0.4182	11.6610	688	0.6066	0.4479	0.6066	0.7788
0.4182	11.6949	690	0.6874	0.4757	0.6874	0.8291
0.4182	11.7288	692	0.8036	0.4287	0.8036	0.8964
0.4182	11.7627	694	0.8468	0.4305	0.8468	0.9202
0.4182	11.7966	696	0.8143	0.4359	0.8143	0.9024
0.4182	11.8305	698	0.7062	0.4510	0.7062	0.8404
0.4182	11.8644	700	0.6264	0.5188	0.6264	0.7915
0.4182	11.8983	702	0.6368	0.5432	0.6368	0.7980
0.4182	11.9322	704	0.7124	0.5353	0.7124	0.8441
0.4182	11.9661	706	0.7418	0.5288	0.7418	0.8613
0.4182	12.0	708	0.6966	0.5582	0.6966	0.8346
0.4182	12.0339	710	0.6382	0.5382	0.6382	0.7989
0.4182	12.0678	712	0.5953	0.5602	0.5953	0.7716
0.4182	12.1017	714	0.5928	0.5928	0.5928	0.7700
0.4182	12.1356	716	0.6182	0.5508	0.6182	0.7862
0.4182	12.1695	718	0.6486	0.5101	0.6486	0.8054
0.4182	12.2034	720	0.6694	0.5136	0.6694	0.8182
0.4182	12.2373	722	0.6996	0.4737	0.6996	0.8364
0.4182	12.2712	724	0.7024	0.4898	0.7024	0.8381
0.4182	12.3051	726	0.7135	0.4552	0.7135	0.8447
0.4182	12.3390	728	0.7325	0.4544	0.7325	0.8559
0.4182	12.3729	730	0.7250	0.4552	0.7250	0.8515
0.4182	12.4068	732	0.6981	0.4901	0.6981	0.8355
0.4182	12.4407	734	0.6676	0.5294	0.6676	0.8171
0.4182	12.4746	736	0.6488	0.5294	0.6488	0.8055
0.4182	12.5085	738	0.6409	0.5398	0.6409	0.8006
0.4182	12.5424	740	0.6339	0.5416	0.6339	0.7962
0.4182	12.5763	742	0.6008	0.4892	0.6008	0.7751
0.4182	12.6102	744	0.5769	0.4961	0.5769	0.7595
0.4182	12.6441	746	0.5640	0.4569	0.5640	0.7510
0.4182	12.6780	748	0.5691	0.4355	0.5691	0.7544
0.4182	12.7119	750	0.5956	0.4465	0.5956	0.7718
0.4182	12.7458	752	0.6354	0.4985	0.6354	0.7971
0.4182	12.7797	754	0.6723	0.4038	0.6723	0.8199
0.4182	12.8136	756	0.6505	0.4541	0.6505	0.8066
0.4182	12.8475	758	0.6223	0.4438	0.6223	0.7889
0.4182	12.8814	760	0.5893	0.4559	0.5893	0.7677
0.4182	12.9153	762	0.5875	0.4380	0.5875	0.7665
0.4182	12.9492	764	0.6155	0.4705	0.6155	0.7846
0.4182	12.9831	766	0.6174	0.4550	0.6174	0.7858
0.4182	13.0169	768	0.6146	0.4766	0.6146	0.7840
0.4182	13.0508	770	0.5935	0.4744	0.5935	0.7704
0.4182	13.0847	772	0.6008	0.4807	0.6008	0.7751
0.4182	13.1186	774	0.6532	0.4978	0.6532	0.8082
0.4182	13.1525	776	0.6638	0.4978	0.6638	0.8147
0.4182	13.1864	778	0.6731	0.4476	0.6731	0.8204
0.4182	13.2203	780	0.6519	0.4761	0.6519	0.8074
0.4182	13.2542	782	0.6213	0.4481	0.6213	0.7882
0.4182	13.2881	784	0.6408	0.3798	0.6408	0.8005
0.4182	13.3220	786	0.6288	0.3908	0.6288	0.7930
0.4182	13.3559	788	0.5973	0.4195	0.5973	0.7728
0.4182	13.3898	790	0.5897	0.4303	0.5897	0.7679

Framework versions

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