ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k7_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: 0.7380
• Qwk: 0.4504
• Mse: 0.7380
• Rmse: 0.8591

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	0.0541	2	2.5892	-0.0230	2.5892	1.6091
No log	0.1081	4	1.3312	0.0704	1.3312	1.1538
No log	0.1622	6	1.0305	-0.0970	1.0305	1.0151
No log	0.2162	8	0.9857	0.1575	0.9857	0.9928
No log	0.2703	10	1.3085	0.0538	1.3085	1.1439
No log	0.3243	12	1.4388	-0.0569	1.4388	1.1995
No log	0.3784	14	1.2411	-0.1247	1.2411	1.1141
No log	0.4324	16	1.1489	-0.0101	1.1489	1.0719
No log	0.4865	18	1.1091	0.1266	1.1091	1.0532
No log	0.5405	20	1.3837	0.0455	1.3837	1.1763
No log	0.5946	22	1.7040	0.0757	1.7040	1.3054
No log	0.6486	24	1.5129	0.0757	1.5129	1.2300
No log	0.7027	26	1.1650	0.1186	1.1650	1.0794
No log	0.7568	28	0.9614	0.2626	0.9614	0.9805
No log	0.8108	30	0.9121	0.2452	0.9121	0.9550
No log	0.8649	32	0.8059	0.2292	0.8059	0.8977
No log	0.9189	34	0.6937	0.2607	0.6937	0.8329
No log	0.9730	36	0.6997	0.2717	0.6997	0.8365
No log	1.0270	38	0.7858	0.2871	0.7858	0.8864
No log	1.0811	40	0.7210	0.2913	0.7210	0.8491
No log	1.1351	42	0.7129	0.2572	0.7129	0.8443
No log	1.1892	44	0.7168	0.1981	0.7168	0.8466
No log	1.2432	46	0.7170	0.2205	0.7170	0.8467
No log	1.2973	48	0.7033	0.3352	0.7033	0.8386
No log	1.3514	50	0.7175	0.3786	0.7175	0.8470
No log	1.4054	52	0.8679	0.3114	0.8679	0.9316
No log	1.4595	54	0.8422	0.3114	0.8422	0.9177
No log	1.5135	56	0.7119	0.2545	0.7119	0.8438
No log	1.5676	58	0.7158	0.2561	0.7158	0.8460
No log	1.6216	60	0.7114	0.2574	0.7114	0.8435
No log	1.6757	62	0.8069	0.3907	0.8069	0.8983
No log	1.7297	64	1.2024	0.1983	1.2024	1.0965
No log	1.7838	66	1.3215	0.0560	1.3215	1.1496
No log	1.8378	68	1.0440	0.2256	1.0440	1.0217
No log	1.8919	70	0.7553	0.3425	0.7553	0.8691
No log	1.9459	72	0.7683	0.3255	0.7683	0.8765
No log	2.0	74	0.8998	0.2952	0.8998	0.9486
No log	2.0541	76	0.8478	0.1995	0.8478	0.9208
No log	2.1081	78	0.7493	0.2193	0.7493	0.8656
No log	2.1622	80	0.8691	0.2738	0.8691	0.9323
No log	2.2162	82	0.9999	0.2934	0.9999	1.0000
No log	2.2703	84	0.9911	0.2394	0.9911	0.9955
No log	2.3243	86	0.8584	0.2673	0.8584	0.9265
No log	2.3784	88	0.7659	0.2857	0.7659	0.8752
No log	2.4324	90	0.7411	0.2002	0.7411	0.8609
No log	2.4865	92	0.7316	0.1580	0.7316	0.8553
No log	2.5405	94	0.7285	0.2041	0.7285	0.8535
No log	2.5946	96	0.7448	0.2118	0.7448	0.8630
No log	2.6486	98	0.7227	0.1347	0.7227	0.8501
No log	2.7027	100	0.7496	0.3840	0.7496	0.8658
No log	2.7568	102	0.7335	0.2621	0.7335	0.8564
No log	2.8108	104	0.7837	0.3189	0.7837	0.8853
No log	2.8649	106	0.8357	0.2173	0.8357	0.9142
No log	2.9189	108	0.7158	0.3716	0.7158	0.8460
No log	2.9730	110	0.7063	0.3856	0.7063	0.8404
No log	3.0270	112	0.7914	0.3974	0.7914	0.8896
No log	3.0811	114	0.9180	0.3707	0.9180	0.9581
No log	3.1351	116	0.8514	0.3772	0.8514	0.9227
No log	3.1892	118	0.7886	0.4057	0.7886	0.8880
No log	3.2432	120	0.7565	0.4010	0.7565	0.8698
No log	3.2973	122	0.7361	0.3247	0.7361	0.8580
No log	3.3514	124	0.8129	0.3292	0.8129	0.9016
No log	3.4054	126	1.0376	0.2557	1.0376	1.0186
No log	3.4595	128	0.9492	0.2554	0.9492	0.9743
No log	3.5135	130	0.7815	0.2923	0.7815	0.8840
No log	3.5676	132	0.9274	0.3417	0.9274	0.9630
No log	3.6216	134	1.3251	0.1436	1.3251	1.1511
No log	3.6757	136	1.3658	0.2050	1.3658	1.1687
No log	3.7297	138	1.1107	0.2894	1.1107	1.0539
No log	3.7838	140	0.8594	0.3482	0.8594	0.9270
No log	3.8378	142	1.0011	0.2754	1.0011	1.0005
No log	3.8919	144	1.0485	0.2040	1.0485	1.0240
No log	3.9459	146	0.8661	0.2706	0.8661	0.9306
No log	4.0	148	0.7640	0.2965	0.7640	0.8741
No log	4.0541	150	0.7571	0.2319	0.7571	0.8701
No log	4.1081	152	0.8447	0.3183	0.8447	0.9191
No log	4.1622	154	0.8654	0.3183	0.8654	0.9302
No log	4.2162	156	0.7763	0.2899	0.7763	0.8811
No log	4.2703	158	0.6904	0.3580	0.6904	0.8309
No log	4.3243	160	0.6976	0.2299	0.6976	0.8353
No log	4.3784	162	0.7563	0.2612	0.7563	0.8696
No log	4.4324	164	0.7040	0.2308	0.7040	0.8391
No log	4.4865	166	0.6437	0.3577	0.6437	0.8023
No log	4.5405	168	0.7651	0.3409	0.7651	0.8747
No log	4.5946	170	0.8108	0.3653	0.8108	0.9005
No log	4.6486	172	0.6905	0.2424	0.6905	0.8310
No log	4.7027	174	0.7577	0.3017	0.7577	0.8704
No log	4.7568	176	0.7950	0.2790	0.7950	0.8916
No log	4.8108	178	0.7098	0.3293	0.7098	0.8425
No log	4.8649	180	0.8301	0.3305	0.8301	0.9111
No log	4.9189	182	0.9170	0.3319	0.9170	0.9576
No log	4.9730	184	0.8560	0.2871	0.8560	0.9252
No log	5.0270	186	0.7890	0.2780	0.7890	0.8882
No log	5.0811	188	0.8170	0.2132	0.8170	0.9039
No log	5.1351	190	0.8677	0.2883	0.8677	0.9315
No log	5.1892	192	0.9441	0.2474	0.9441	0.9717
No log	5.2432	194	0.9739	0.2474	0.9739	0.9869
No log	5.2973	196	0.9663	0.2721	0.9663	0.9830
No log	5.3514	198	0.9403	0.2721	0.9403	0.9697
No log	5.4054	200	0.8798	0.2084	0.8798	0.9380
No log	5.4595	202	0.8747	0.1587	0.8747	0.9352
No log	5.5135	204	0.8381	0.1627	0.8381	0.9155
No log	5.5676	206	0.8414	0.2495	0.8414	0.9173
No log	5.6216	208	0.8478	0.2871	0.8478	0.9208
No log	5.6757	210	0.8452	0.2781	0.8452	0.9194
No log	5.7297	212	0.7997	0.2152	0.7997	0.8943
No log	5.7838	214	0.8003	0.2834	0.8003	0.8946
No log	5.8378	216	0.8038	0.2349	0.8038	0.8965
No log	5.8919	218	0.8337	0.2424	0.8337	0.9131
No log	5.9459	220	0.8140	0.2528	0.8140	0.9022
No log	6.0	222	0.8174	0.3044	0.8174	0.9041
No log	6.0541	224	0.8179	0.3579	0.8179	0.9044
No log	6.1081	226	0.9317	0.3486	0.9317	0.9652
No log	6.1622	228	1.2239	0.1866	1.2239	1.1063
No log	6.2162	230	1.2006	0.2237	1.2006	1.0957
No log	6.2703	232	0.9470	0.3162	0.9470	0.9731
No log	6.3243	234	0.8519	0.3155	0.8519	0.9230
No log	6.3784	236	0.8731	0.2911	0.8731	0.9344
No log	6.4324	238	0.8859	0.2861	0.8859	0.9412
No log	6.4865	240	0.9326	0.3360	0.9326	0.9657
No log	6.5405	242	1.0485	0.3268	1.0485	1.0240
No log	6.5946	244	1.0004	0.2823	1.0004	1.0002
No log	6.6486	246	0.8025	0.3476	0.8025	0.8958
No log	6.7027	248	0.7820	0.3341	0.7820	0.8843
No log	6.7568	250	0.7613	0.3739	0.7613	0.8725
No log	6.8108	252	0.7355	0.3126	0.7355	0.8576
No log	6.8649	254	0.8584	0.2975	0.8584	0.9265
No log	6.9189	256	0.8524	0.3243	0.8524	0.9233
No log	6.9730	258	0.7118	0.2857	0.7118	0.8437
No log	7.0270	260	0.6782	0.3474	0.6782	0.8235
No log	7.0811	262	0.6793	0.4128	0.6793	0.8242
No log	7.1351	264	0.6978	0.4090	0.6978	0.8353
No log	7.1892	266	0.7170	0.4090	0.7170	0.8468
No log	7.2432	268	0.6980	0.4603	0.6980	0.8355
No log	7.2973	270	0.7142	0.4500	0.7142	0.8451
No log	7.3514	272	0.7268	0.4551	0.7268	0.8525
No log	7.4054	274	0.7305	0.4384	0.7305	0.8547
No log	7.4595	276	0.7229	0.4417	0.7229	0.8502
No log	7.5135	278	0.7410	0.4078	0.7410	0.8608
No log	7.5676	280	0.7219	0.4467	0.7219	0.8497
No log	7.6216	282	0.7206	0.4001	0.7206	0.8489
No log	7.6757	284	0.7556	0.3980	0.7556	0.8692
No log	7.7297	286	0.7435	0.3746	0.7435	0.8623
No log	7.7838	288	0.7364	0.4248	0.7364	0.8581
No log	7.8378	290	0.7091	0.3223	0.7091	0.8421
No log	7.8919	292	0.7082	0.3077	0.7082	0.8415
No log	7.9459	294	0.7077	0.4362	0.7077	0.8413
No log	8.0	296	0.8386	0.4334	0.8386	0.9158
No log	8.0541	298	0.9208	0.4070	0.9208	0.9596
No log	8.1081	300	0.8200	0.3798	0.8200	0.9055
No log	8.1622	302	0.7071	0.3724	0.7071	0.8409
No log	8.2162	304	0.7225	0.4169	0.7225	0.8500
No log	8.2703	306	0.7663	0.3402	0.7663	0.8754
No log	8.3243	308	0.7721	0.3052	0.7721	0.8787
No log	8.3784	310	0.7438	0.4295	0.7438	0.8624
No log	8.4324	312	0.7677	0.4278	0.7677	0.8762
No log	8.4865	314	0.7617	0.4622	0.7617	0.8728
No log	8.5405	316	0.7463	0.4622	0.7463	0.8639
No log	8.5946	318	0.7327	0.4417	0.7327	0.8560
No log	8.6486	320	0.7561	0.3616	0.7561	0.8696
No log	8.7027	322	0.7536	0.4001	0.7536	0.8681
No log	8.7568	324	0.7184	0.3724	0.7184	0.8476
No log	8.8108	326	0.7434	0.3553	0.7434	0.8622
No log	8.8649	328	0.9154	0.3760	0.9154	0.9568
No log	8.9189	330	1.0197	0.2601	1.0197	1.0098
No log	8.9730	332	0.8718	0.4088	0.8718	0.9337
No log	9.0270	334	0.6934	0.3953	0.6934	0.8327
No log	9.0811	336	0.6633	0.4137	0.6633	0.8144
No log	9.1351	338	0.6659	0.4622	0.6659	0.8160
No log	9.1892	340	0.6559	0.4958	0.6559	0.8099
No log	9.2432	342	0.6403	0.4975	0.6403	0.8002
No log	9.2973	344	0.6523	0.4387	0.6523	0.8076
No log	9.3514	346	0.6480	0.4992	0.6480	0.8050
No log	9.4054	348	0.6804	0.4958	0.6804	0.8248
No log	9.4595	350	0.7736	0.3681	0.7736	0.8795
No log	9.5135	352	0.7821	0.3979	0.7821	0.8844
No log	9.5676	354	0.6395	0.4806	0.6395	0.7997
No log	9.6216	356	0.5822	0.4973	0.5822	0.7630
No log	9.6757	358	0.5717	0.5304	0.5717	0.7561
No log	9.7297	360	0.5791	0.4763	0.5791	0.7610
No log	9.7838	362	0.6694	0.4044	0.6694	0.8182
No log	9.8378	364	0.7028	0.4171	0.7028	0.8383
No log	9.8919	366	0.6091	0.4678	0.6091	0.7804
No log	9.9459	368	0.5962	0.5578	0.5962	0.7721
No log	10.0	370	0.6566	0.5168	0.6566	0.8103
No log	10.0541	372	0.6609	0.5249	0.6609	0.8129
No log	10.1081	374	0.6098	0.4713	0.6098	0.7809
No log	10.1622	376	0.6974	0.4302	0.6974	0.8351
No log	10.2162	378	0.7321	0.3955	0.7321	0.8556
No log	10.2703	380	0.6704	0.4212	0.6704	0.8188
No log	10.3243	382	0.5978	0.4746	0.5978	0.7732
No log	10.3784	384	0.6037	0.3399	0.6037	0.7770
No log	10.4324	386	0.6064	0.3681	0.6064	0.7787
No log	10.4865	388	0.6017	0.4486	0.6017	0.7757
No log	10.5405	390	0.6143	0.4206	0.6143	0.7837
No log	10.5946	392	0.6260	0.4065	0.6260	0.7912
No log	10.6486	394	0.6392	0.4562	0.6392	0.7995
No log	10.7027	396	0.6532	0.4418	0.6532	0.8082
No log	10.7568	398	0.7222	0.4970	0.7222	0.8498
No log	10.8108	400	0.7671	0.4404	0.7671	0.8758
No log	10.8649	402	0.7173	0.4376	0.7173	0.8470
No log	10.9189	404	0.6758	0.4543	0.6758	0.8221
No log	10.9730	406	0.6976	0.4731	0.6976	0.8352
No log	11.0270	408	0.7188	0.4742	0.7188	0.8478
No log	11.0811	410	0.7242	0.4726	0.7242	0.8510
No log	11.1351	412	0.7063	0.4726	0.7063	0.8404
No log	11.1892	414	0.7223	0.5075	0.7223	0.8499
No log	11.2432	416	0.7195	0.5363	0.7195	0.8482
No log	11.2973	418	0.6859	0.5200	0.6859	0.8282
No log	11.3514	420	0.6689	0.5320	0.6689	0.8179
No log	11.4054	422	0.6785	0.4879	0.6785	0.8237
No log	11.4595	424	0.6157	0.5150	0.6157	0.7847
No log	11.5135	426	0.5960	0.4923	0.5960	0.7720
No log	11.5676	428	0.6088	0.3373	0.6088	0.7803
No log	11.6216	430	0.6204	0.3566	0.6204	0.7876
No log	11.6757	432	0.6162	0.4615	0.6162	0.7850
No log	11.7297	434	0.6673	0.4627	0.6673	0.8169
No log	11.7838	436	0.7647	0.4092	0.7647	0.8745
No log	11.8378	438	0.7280	0.3997	0.7280	0.8532
No log	11.8919	440	0.6705	0.4505	0.6705	0.8188
No log	11.9459	442	0.6643	0.3716	0.6643	0.8151
No log	12.0	444	0.6804	0.4087	0.6804	0.8248
No log	12.0541	446	0.6718	0.3716	0.6718	0.8196
No log	12.1081	448	0.7005	0.4455	0.7005	0.8370
No log	12.1622	450	0.7417	0.4374	0.7417	0.8612
No log	12.2162	452	0.7957	0.3865	0.7957	0.8920
No log	12.2703	454	0.7953	0.4232	0.7953	0.8918
No log	12.3243	456	0.7964	0.4163	0.7964	0.8924
No log	12.3784	458	0.7559	0.4232	0.7559	0.8694
No log	12.4324	460	0.7132	0.4455	0.7132	0.8445
No log	12.4865	462	0.7075	0.4455	0.7075	0.8411
No log	12.5405	464	0.7147	0.3958	0.7147	0.8454
No log	12.5946	466	0.6885	0.3746	0.6885	0.8297
No log	12.6486	468	0.6543	0.4657	0.6543	0.8089
No log	12.7027	470	0.6543	0.4478	0.6543	0.8089
No log	12.7568	472	0.6626	0.4478	0.6626	0.8140
No log	12.8108	474	0.6817	0.4717	0.6817	0.8256
No log	12.8649	476	0.7227	0.3277	0.7227	0.8501
No log	12.9189	478	0.7097	0.4274	0.7097	0.8424
No log	12.9730	480	0.7058	0.4244	0.7058	0.8401
No log	13.0270	482	0.7237	0.4300	0.7237	0.8507
No log	13.0811	484	0.7348	0.4300	0.7348	0.8572
No log	13.1351	486	0.7510	0.4244	0.7510	0.8666
No log	13.1892	488	0.7756	0.3861	0.7756	0.8807
No log	13.2432	490	0.7875	0.3861	0.7875	0.8874
No log	13.2973	492	0.7925	0.3448	0.7925	0.8902
No log	13.3514	494	0.7961	0.3769	0.7961	0.8922
No log	13.4054	496	0.8396	0.3690	0.8396	0.9163
No log	13.4595	498	0.9236	0.2952	0.9236	0.9611
0.3573	13.5135	500	0.9654	0.3483	0.9654	0.9825
0.3573	13.5676	502	0.9007	0.3740	0.9007	0.9490
0.3573	13.6216	504	0.8005	0.3906	0.8005	0.8947
0.3573	13.6757	506	0.7625	0.4505	0.7625	0.8732
0.3573	13.7297	508	0.7611	0.4360	0.7611	0.8724
0.3573	13.7838	510	0.7662	0.4360	0.7662	0.8753
0.3573	13.8378	512	0.7278	0.4360	0.7278	0.8531
0.3573	13.8919	514	0.6853	0.4622	0.6853	0.8279
0.3573	13.9459	516	0.6682	0.4225	0.6682	0.8174
0.3573	14.0	518	0.6577	0.4308	0.6577	0.8110
0.3573	14.0541	520	0.6753	0.4699	0.6753	0.8218
0.3573	14.1081	522	0.7020	0.4340	0.7020	0.8379
0.3573	14.1622	524	0.6720	0.4895	0.6720	0.8197
0.3573	14.2162	526	0.6471	0.3995	0.6471	0.8044
0.3573	14.2703	528	0.6466	0.3014	0.6466	0.8041
0.3573	14.3243	530	0.6543	0.3014	0.6543	0.8089
0.3573	14.3784	532	0.6697	0.3714	0.6697	0.8184
0.3573	14.4324	534	0.7002	0.3665	0.7002	0.8368
0.3573	14.4865	536	0.7092	0.3942	0.7092	0.8422
0.3573	14.5405	538	0.7041	0.4100	0.7041	0.8391
0.3573	14.5946	540	0.7069	0.3434	0.7069	0.8408
0.3573	14.6486	542	0.7279	0.3887	0.7279	0.8532
0.3573	14.7027	544	0.7417	0.4342	0.7417	0.8612
0.3573	14.7568	546	0.7521	0.3836	0.7521	0.8673
0.3573	14.8108	548	0.7626	0.3310	0.7626	0.8733
0.3573	14.8649	550	0.7726	0.3310	0.7726	0.8790
0.3573	14.9189	552	0.7697	0.4498	0.7697	0.8773
0.3573	14.9730	554	0.7929	0.4907	0.7929	0.8904
0.3573	15.0270	556	0.8447	0.4321	0.8447	0.9191
0.3573	15.0811	558	0.8357	0.4460	0.8357	0.9142
0.3573	15.1351	560	0.7938	0.4681	0.7938	0.8909
0.3573	15.1892	562	0.7809	0.4681	0.7809	0.8837
0.3573	15.2432	564	0.7350	0.4073	0.7350	0.8573
0.3573	15.2973	566	0.7130	0.3417	0.7130	0.8444
0.3573	15.3514	568	0.7004	0.3417	0.7004	0.8369
0.3573	15.4054	570	0.6938	0.3417	0.6938	0.8329
0.3573	15.4595	572	0.7109	0.3792	0.7109	0.8432
0.3573	15.5135	574	0.7186	0.4023	0.7186	0.8477
0.3573	15.5676	576	0.6922	0.3622	0.6922	0.8320
0.3573	15.6216	578	0.6971	0.3884	0.6971	0.8349
0.3573	15.6757	580	0.7192	0.3974	0.7192	0.8480
0.3573	15.7297	582	0.7220	0.4699	0.7220	0.8497
0.3573	15.7838	584	0.7143	0.4699	0.7143	0.8452
0.3573	15.8378	586	0.7350	0.4889	0.7350	0.8573
0.3573	15.8919	588	0.7041	0.4758	0.7041	0.8391
0.3573	15.9459	590	0.6660	0.4168	0.6660	0.8161
0.3573	16.0	592	0.6681	0.3284	0.6681	0.8173
0.3573	16.0541	594	0.6835	0.3761	0.6835	0.8267
0.3573	16.1081	596	0.6566	0.4179	0.6566	0.8103
0.3573	16.1622	598	0.6395	0.4505	0.6395	0.7997
0.3573	16.2162	600	0.6487	0.4486	0.6487	0.8054
0.3573	16.2703	602	0.6560	0.4543	0.6560	0.8099
0.3573	16.3243	604	0.6389	0.4505	0.6389	0.7993
0.3573	16.3784	606	0.6362	0.4524	0.6362	0.7976
0.3573	16.4324	608	0.6390	0.4288	0.6390	0.7994
0.3573	16.4865	610	0.6464	0.4288	0.6464	0.8040
0.3573	16.5405	612	0.6471	0.4288	0.6471	0.8045
0.3573	16.5946	614	0.6467	0.4147	0.6467	0.8042
0.3573	16.6486	616	0.6331	0.4423	0.6331	0.7957
0.3573	16.7027	618	0.6376	0.3373	0.6376	0.7985
0.3573	16.7568	620	0.6379	0.4738	0.6379	0.7987
0.3573	16.8108	622	0.6669	0.3953	0.6669	0.8167
0.3573	16.8649	624	0.6570	0.3861	0.6570	0.8105
0.3573	16.9189	626	0.6497	0.4288	0.6497	0.8061
0.3573	16.9730	628	0.6500	0.4147	0.6500	0.8062
0.3573	17.0270	630	0.6436	0.4147	0.6436	0.8023
0.3573	17.0811	632	0.6522	0.4201	0.6522	0.8076
0.3573	17.1351	634	0.6647	0.5098	0.6647	0.8153
0.3573	17.1892	636	0.6753	0.5032	0.6753	0.8218
0.3573	17.2432	638	0.7162	0.4806	0.7162	0.8463
0.3573	17.2973	640	0.7558	0.4806	0.7558	0.8694
0.3573	17.3514	642	0.7221	0.4812	0.7221	0.8498
0.3573	17.4054	644	0.6595	0.4455	0.6595	0.8121
0.3573	17.4595	646	0.6465	0.4244	0.6465	0.8040
0.3573	17.5135	648	0.6598	0.4455	0.6598	0.8123
0.3573	17.5676	650	0.7089	0.5032	0.7089	0.8420
0.3573	17.6216	652	0.7322	0.4879	0.7322	0.8557
0.3573	17.6757	654	0.7139	0.4822	0.7139	0.8449
0.3573	17.7297	656	0.6558	0.5167	0.6558	0.8098
0.3573	17.7838	658	0.6493	0.4158	0.6493	0.8058
0.3573	17.8378	660	0.6530	0.4149	0.6530	0.8081
0.3573	17.8919	662	0.6465	0.4635	0.6465	0.8041
0.3573	17.9459	664	0.6453	0.4848	0.6453	0.8033
0.3573	18.0	666	0.6471	0.4898	0.6471	0.8044
0.3573	18.0541	668	0.6467	0.4568	0.6467	0.8042
0.3573	18.1081	670	0.6712	0.5144	0.6712	0.8193
0.3573	18.1622	672	0.6948	0.4359	0.6948	0.8336
0.3573	18.2162	674	0.6660	0.3896	0.6660	0.8161
0.3573	18.2703	676	0.6156	0.4795	0.6156	0.7846
0.3573	18.3243	678	0.6223	0.4257	0.6223	0.7888
0.3573	18.3784	680	0.6238	0.4257	0.6238	0.7898
0.3573	18.4324	682	0.6179	0.3990	0.6179	0.7861
0.3573	18.4865	684	0.6100	0.3990	0.6100	0.7810
0.3573	18.5405	686	0.5976	0.4257	0.5976	0.7731
0.3573	18.5946	688	0.5973	0.4535	0.5973	0.7729
0.3573	18.6486	690	0.6227	0.4356	0.6227	0.7891
0.3573	18.7027	692	0.6385	0.5032	0.6385	0.7991
0.3573	18.7568	694	0.6296	0.4601	0.6296	0.7935
0.3573	18.8108	696	0.6071	0.4600	0.6071	0.7792
0.3573	18.8649	698	0.6062	0.5009	0.6062	0.7786
0.3573	18.9189	700	0.6100	0.5009	0.6100	0.7810
0.3573	18.9730	702	0.6182	0.5067	0.6182	0.7863
0.3573	19.0270	704	0.6922	0.4562	0.6922	0.8320
0.3573	19.0811	706	0.7848	0.4755	0.7848	0.8859
0.3573	19.1351	708	0.7631	0.4898	0.7631	0.8736
0.3573	19.1892	710	0.6873	0.3958	0.6873	0.8290
0.3573	19.2432	712	0.6659	0.3990	0.6659	0.8160
0.3573	19.2973	714	0.6569	0.3577	0.6569	0.8105
0.3573	19.3514	716	0.6646	0.4617	0.6646	0.8152
0.3573	19.4054	718	0.6750	0.4660	0.6750	0.8216
0.3573	19.4595	720	0.6791	0.4743	0.6791	0.8240
0.3573	19.5135	722	0.6897	0.3980	0.6897	0.8305
0.3573	19.5676	724	0.6832	0.4374	0.6832	0.8266
0.3573	19.6216	726	0.6657	0.4763	0.6657	0.8159
0.3573	19.6757	728	0.6627	0.4329	0.6627	0.8140
0.3573	19.7297	730	0.6687	0.3761	0.6687	0.8177
0.3573	19.7838	732	0.6576	0.4402	0.6576	0.8109
0.3573	19.8378	734	0.6732	0.4601	0.6732	0.8205
0.3573	19.8919	736	0.7209	0.4471	0.7209	0.8490
0.3573	19.9459	738	0.7247	0.4321	0.7247	0.8513
0.3573	20.0	740	0.6689	0.4601	0.6689	0.8179
0.3573	20.0541	742	0.6344	0.4637	0.6344	0.7965
0.3573	20.1081	744	0.6337	0.5092	0.6337	0.7961
0.3573	20.1622	746	0.6335	0.4876	0.6335	0.7959
0.3573	20.2162	748	0.6294	0.4380	0.6294	0.7934
0.3573	20.2703	750	0.6584	0.4278	0.6584	0.8114
0.3573	20.3243	752	0.6939	0.4504	0.6939	0.8330
0.3573	20.3784	754	0.6878	0.4504	0.6878	0.8293
0.3573	20.4324	756	0.6553	0.4763	0.6553	0.8095
0.3573	20.4865	758	0.6560	0.4475	0.6560	0.8099
0.3573	20.5405	760	0.6574	0.4418	0.6574	0.8108
0.3573	20.5946	762	0.6622	0.4418	0.6622	0.8138
0.3573	20.6486	764	0.6642	0.4418	0.6642	0.8150
0.3573	20.7027	766	0.6734	0.4190	0.6734	0.8206
0.3573	20.7568	768	0.6806	0.4418	0.6806	0.8250
0.3573	20.8108	770	0.6821	0.4475	0.6821	0.8259
0.3573	20.8649	772	0.6964	0.4322	0.6964	0.8345
0.3573	20.9189	774	0.6973	0.4322	0.6973	0.8350
0.3573	20.9730	776	0.6993	0.4418	0.6993	0.8363
0.3573	21.0270	778	0.7134	0.4892	0.7134	0.8446
0.3573	21.0811	780	0.7333	0.4346	0.7333	0.8563
0.3573	21.1351	782	0.7648	0.4309	0.7648	0.8746
0.3573	21.1892	784	0.7886	0.4646	0.7886	0.8880
0.3573	21.2432	786	0.7876	0.4697	0.7876	0.8875
0.3573	21.2973	788	0.7582	0.4126	0.7582	0.8708
0.3573	21.3514	790	0.7131	0.4268	0.7131	0.8445
0.3573	21.4054	792	0.7000	0.3226	0.7000	0.8367
0.3573	21.4595	794	0.7214	0.2708	0.7214	0.8494
0.3573	21.5135	796	0.7223	0.2765	0.7223	0.8499
0.3573	21.5676	798	0.6943	0.3033	0.6943	0.8332
0.3573	21.6216	800	0.6711	0.4006	0.6711	0.8192
0.3573	21.6757	802	0.6882	0.4413	0.6882	0.8296
0.3573	21.7297	804	0.6973	0.4970	0.6973	0.8351
0.3573	21.7838	806	0.6738	0.4624	0.6738	0.8209
0.3573	21.8378	808	0.6511	0.4160	0.6511	0.8069
0.3573	21.8919	810	0.6696	0.3694	0.6696	0.8183
0.3573	21.9459	812	0.6823	0.3650	0.6823	0.8260
0.3573	22.0	814	0.6829	0.3790	0.6829	0.8264
0.3573	22.0541	816	0.6970	0.4398	0.6970	0.8349
0.3573	22.1081	818	0.7170	0.4547	0.7170	0.8467
0.3573	22.1622	820	0.7222	0.4180	0.7222	0.8498
0.3573	22.2162	822	0.7155	0.4064	0.7155	0.8459
0.3573	22.2703	824	0.7070	0.4110	0.7070	0.8408
0.3573	22.3243	826	0.6914	0.4470	0.6914	0.8315
0.3573	22.3784	828	0.6960	0.4397	0.6960	0.8343
0.3573	22.4324	830	0.6970	0.4397	0.6970	0.8349
0.3573	22.4865	832	0.6930	0.4581	0.6930	0.8325
0.3573	22.5405	834	0.6939	0.4581	0.6939	0.8330
0.3573	22.5946	836	0.7039	0.4550	0.7039	0.8390
0.3573	22.6486	838	0.7143	0.4767	0.7143	0.8452
0.3573	22.7027	840	0.7123	0.4712	0.7123	0.8440
0.3573	22.7568	842	0.6919	0.4696	0.6919	0.8318
0.3573	22.8108	844	0.6673	0.5201	0.6673	0.8169
0.3573	22.8649	846	0.6542	0.4991	0.6542	0.8088
0.3573	22.9189	848	0.6424	0.5125	0.6424	0.8015
0.3573	22.9730	850	0.6416	0.4885	0.6416	0.8010
0.3573	23.0270	852	0.6454	0.4782	0.6454	0.8033
0.3573	23.0811	854	0.6363	0.4535	0.6363	0.7977
0.3573	23.1351	856	0.6199	0.4701	0.6199	0.7873
0.3573	23.1892	858	0.6188	0.4701	0.6188	0.7866
0.3573	23.2432	860	0.6601	0.5357	0.6601	0.8125
0.3573	23.2973	862	0.7695	0.4468	0.7695	0.8772
0.3573	23.3514	864	0.8043	0.4367	0.8043	0.8968
0.3573	23.4054	866	0.7902	0.4286	0.7902	0.8889
0.3573	23.4595	868	0.7081	0.5014	0.7081	0.8415
0.3573	23.5135	870	0.6967	0.4895	0.6967	0.8347
0.3573	23.5676	872	0.6863	0.4360	0.6863	0.8284
0.3573	23.6216	874	0.7122	0.4751	0.7122	0.8439
0.3573	23.6757	876	0.7788	0.4481	0.7788	0.8825
0.3573	23.7297	878	0.8058	0.4400	0.8058	0.8977
0.3573	23.7838	880	0.8082	0.4125	0.8082	0.8990
0.3573	23.8378	882	0.7790	0.3997	0.7790	0.8826
0.3573	23.8919	884	0.7822	0.3997	0.7822	0.8844
0.3573	23.9459	886	0.7898	0.3746	0.7898	0.8887
0.3573	24.0	888	0.8296	0.3131	0.8296	0.9108
0.3573	24.0541	890	0.8670	0.3520	0.8670	0.9311
0.3573	24.1081	892	0.8396	0.3475	0.8396	0.9163
0.3573	24.1622	894	0.7992	0.3482	0.7992	0.8940
0.3573	24.2162	896	0.7710	0.3222	0.7710	0.8780
0.3573	24.2703	898	0.7599	0.3350	0.7599	0.8717
0.3573	24.3243	900	0.7639	0.3574	0.7639	0.8740
0.3573	24.3784	902	0.7677	0.3482	0.7677	0.8762
0.3573	24.4324	904	0.7798	0.3482	0.7798	0.8831
0.3573	24.4865	906	0.8263	0.3633	0.8263	0.9090
0.3573	24.5405	908	0.8432	0.3955	0.8432	0.9183
0.3573	24.5946	910	0.8688	0.3889	0.8688	0.9321
0.3573	24.6486	912	0.8747	0.3645	0.8747	0.9352
0.3573	24.7027	914	0.8456	0.3776	0.8456	0.9196
0.3573	24.7568	916	0.7720	0.3482	0.7720	0.8786
0.3573	24.8108	918	0.7376	0.3574	0.7376	0.8589
0.3573	24.8649	920	0.7221	0.2895	0.7221	0.8498
0.3573	24.9189	922	0.7202	0.3293	0.7202	0.8487
0.3573	24.9730	924	0.7261	0.3839	0.7261	0.8521
0.3573	25.0270	926	0.7650	0.3723	0.7650	0.8746
0.3573	25.0811	928	0.7989	0.3866	0.7989	0.8938
0.3573	25.1351	930	0.7753	0.3723	0.7753	0.8805
0.3573	25.1892	932	0.7384	0.4073	0.7384	0.8593
0.3573	25.2432	934	0.7226	0.3691	0.7226	0.8500
0.3573	25.2973	936	0.7311	0.3536	0.7311	0.8550
0.3573	25.3514	938	0.7401	0.3786	0.7401	0.8603
0.3573	25.4054	940	0.7395	0.4065	0.7395	0.8599
0.3573	25.4595	942	0.7644	0.4176	0.7644	0.8743
0.3573	25.5135	944	0.7836	0.3797	0.7836	0.8852
0.3573	25.5676	946	0.7847	0.3936	0.7847	0.8858
0.3573	25.6216	948	0.7496	0.3864	0.7496	0.8658
0.3573	25.6757	950	0.7345	0.3308	0.7345	0.8571
0.3573	25.7297	952	0.7412	0.3225	0.7412	0.8609
0.3573	25.7838	954	0.7612	0.3643	0.7612	0.8725
0.3573	25.8378	956	0.7994	0.3701	0.7994	0.8941
0.3573	25.8919	958	0.8365	0.4176	0.8365	0.9146
0.3573	25.9459	960	0.8233	0.3840	0.8233	0.9073
0.3573	26.0	962	0.8060	0.3861	0.8060	0.8978
0.3573	26.0541	964	0.7841	0.4216	0.7841	0.8855
0.3573	26.1081	966	0.7561	0.3660	0.7561	0.8696
0.3573	26.1622	968	0.7368	0.3702	0.7368	0.8584
0.3573	26.2162	970	0.7333	0.4216	0.7333	0.8563
0.3573	26.2703	972	0.7219	0.4581	0.7219	0.8497
0.3573	26.3243	974	0.7179	0.4719	0.7179	0.8473
0.3573	26.3784	976	0.7146	0.4322	0.7146	0.8453
0.3573	26.4324	978	0.7185	0.4322	0.7185	0.8477
0.3573	26.4865	980	0.7274	0.4754	0.7274	0.8529
0.3573	26.5405	982	0.7281	0.4754	0.7281	0.8533
0.3573	26.5946	984	0.7184	0.4970	0.7184	0.8476
0.3573	26.6486	986	0.6907	0.4475	0.6907	0.8311
0.3573	26.7027	988	0.6831	0.3347	0.6831	0.8265
0.3573	26.7568	990	0.6949	0.3656	0.6949	0.8336
0.3573	26.8108	992	0.6857	0.3417	0.6857	0.8281
0.3573	26.8649	994	0.6952	0.3811	0.6952	0.8338
0.3573	26.9189	996	0.7465	0.5030	0.7465	0.8640
0.3573	26.9730	998	0.7743	0.4812	0.7743	0.8799
0.0683	27.0270	1000	0.7877	0.4812	0.7877	0.8875
0.0683	27.0811	1002	0.7596	0.4703	0.7596	0.8716
0.0683	27.1351	1004	0.7217	0.4661	0.7217	0.8495
0.0683	27.1892	1006	0.7024	0.4661	0.7024	0.8381
0.0683	27.2432	1008	0.7078	0.4661	0.7078	0.8413
0.0683	27.2973	1010	0.7380	0.4504	0.7380	0.8591

Framework versions

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