ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k7_task1_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: 0.8264
• Qwk: 0.6944
• Mse: 0.8264
• Rmse: 0.9091

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	0.0588	2	6.6369	0.0308	6.6369	2.5762
No log	0.1176	4	4.3675	0.0519	4.3675	2.0899
No log	0.1765	6	3.0006	0.0253	3.0006	1.7322
No log	0.2353	8	2.0394	0.1955	2.0394	1.4281
No log	0.2941	10	1.8446	0.1622	1.8446	1.3582
No log	0.3529	12	1.8567	0.1622	1.8567	1.3626
No log	0.4118	14	2.4395	0.0	2.4395	1.5619
No log	0.4706	16	2.4026	0.0299	2.4026	1.5500
No log	0.5294	18	2.5480	0.0	2.5480	1.5962
No log	0.5882	20	2.2193	0.0752	2.2193	1.4897
No log	0.6471	22	1.9272	0.1732	1.9272	1.3883
No log	0.7059	24	1.7074	0.2333	1.7074	1.3067
No log	0.7647	26	1.8589	0.1920	1.8589	1.3634
No log	0.8235	28	1.6323	0.2975	1.6323	1.2776
No log	0.8824	30	1.3851	0.3130	1.3851	1.1769
No log	0.9412	32	1.3311	0.3478	1.3311	1.1537
No log	1.0	34	1.3652	0.3529	1.3652	1.1684
No log	1.0588	36	1.4968	0.2810	1.4968	1.2234
No log	1.1176	38	1.4418	0.3871	1.4418	1.2007
No log	1.1765	40	1.4324	0.4065	1.4324	1.1968
No log	1.2353	42	1.4485	0.3968	1.4485	1.2035
No log	1.2941	44	1.4308	0.4094	1.4308	1.1961
No log	1.3529	46	1.2928	0.5	1.2928	1.1370
No log	1.4118	48	1.2669	0.5323	1.2669	1.1256
No log	1.4706	50	1.1530	0.5649	1.1530	1.0738
No log	1.5294	52	1.0913	0.5882	1.0913	1.0447
No log	1.5882	54	0.9802	0.6316	0.9802	0.9901
No log	1.6471	56	0.9649	0.6308	0.9649	0.9823
No log	1.7059	58	1.0181	0.5909	1.0181	1.0090
No log	1.7647	60	0.8631	0.6308	0.8631	0.9290
No log	1.8235	62	0.8285	0.6861	0.8285	0.9102
No log	1.8824	64	0.9402	0.6370	0.9402	0.9696
No log	1.9412	66	0.9463	0.6812	0.9463	0.9728
No log	2.0	68	1.0313	0.6119	1.0313	1.0155
No log	2.0588	70	1.0340	0.6222	1.0340	1.0168
No log	2.1176	72	1.3419	0.4397	1.3419	1.1584
No log	2.1765	74	1.2597	0.5170	1.2597	1.1224
No log	2.2353	76	0.9826	0.6429	0.9826	0.9913
No log	2.2941	78	0.9341	0.6763	0.9341	0.9665
No log	2.3529	80	0.9184	0.6667	0.9184	0.9583
No log	2.4118	82	1.0081	0.5694	1.0081	1.0040
No log	2.4706	84	0.9693	0.5850	0.9693	0.9845
No log	2.5294	86	1.3526	0.6098	1.3526	1.1630
No log	2.5882	88	1.4039	0.5749	1.4039	1.1849
No log	2.6471	90	0.8555	0.6974	0.8555	0.9249
No log	2.7059	92	0.7724	0.7383	0.7724	0.8789
No log	2.7647	94	0.8196	0.7273	0.8196	0.9053
No log	2.8235	96	0.6970	0.7547	0.6970	0.8349
No log	2.8824	98	1.0609	0.6919	1.0609	1.0300
No log	2.9412	100	1.2389	0.6848	1.2389	1.1130
No log	3.0	102	0.9341	0.7213	0.9341	0.9665
No log	3.0588	104	0.6334	0.7976	0.6334	0.7958
No log	3.1176	106	0.5951	0.7975	0.5951	0.7714
No log	3.1765	108	0.7268	0.7484	0.7268	0.8525
No log	3.2353	110	0.7205	0.7368	0.7205	0.8488
No log	3.2941	112	0.6932	0.7843	0.6932	0.8326
No log	3.3529	114	1.0388	0.6329	1.0388	1.0192
No log	3.4118	116	0.8972	0.6839	0.8972	0.9472
No log	3.4706	118	0.6852	0.7742	0.6852	0.8278
No log	3.5294	120	0.7511	0.7532	0.7511	0.8667
No log	3.5882	122	0.7327	0.7550	0.7327	0.8560
No log	3.6471	124	0.7116	0.7550	0.7116	0.8436
No log	3.7059	126	0.7038	0.7532	0.7038	0.8389
No log	3.7647	128	0.7554	0.7417	0.7554	0.8691
No log	3.8235	130	0.7863	0.6980	0.7863	0.8867
No log	3.8824	132	0.8109	0.7895	0.8109	0.9005
No log	3.9412	134	0.9631	0.6490	0.9631	0.9814
No log	4.0	136	1.1206	0.5658	1.1206	1.0586
No log	4.0588	138	1.0358	0.5752	1.0358	1.0177
No log	4.1176	140	0.8071	0.7468	0.8071	0.8984
No log	4.1765	142	0.8740	0.7305	0.8740	0.9349
No log	4.2353	144	0.8559	0.7305	0.8559	0.9252
No log	4.2941	146	0.7617	0.7468	0.7617	0.8728
No log	4.3529	148	0.7507	0.7383	0.7507	0.8664
No log	4.4118	150	0.7759	0.7211	0.7758	0.8808
No log	4.4706	152	0.7564	0.7172	0.7564	0.8697
No log	4.5294	154	0.7220	0.7260	0.7220	0.8497
No log	4.5882	156	0.6639	0.7643	0.6639	0.8148
No log	4.6471	158	0.6638	0.8	0.6638	0.8147
No log	4.7059	160	0.5965	0.7879	0.5965	0.7724
No log	4.7647	162	0.5818	0.7904	0.5818	0.7627
No log	4.8235	164	0.5694	0.7831	0.5694	0.7546
No log	4.8824	166	0.5900	0.8171	0.5900	0.7681
No log	4.9412	168	0.7318	0.8148	0.7318	0.8555
No log	5.0	170	0.6656	0.7925	0.6656	0.8158
No log	5.0588	172	0.6476	0.7651	0.6476	0.8048
No log	5.1176	174	0.7074	0.7310	0.7074	0.8411
No log	5.1765	176	0.7576	0.6761	0.7576	0.8704
No log	5.2353	178	0.7389	0.6901	0.7389	0.8596
No log	5.2941	180	0.7933	0.6901	0.7933	0.8907
No log	5.3529	182	0.8482	0.7083	0.8482	0.9210
No log	5.4118	184	0.7472	0.7534	0.7472	0.8644
No log	5.4706	186	0.6721	0.7568	0.6721	0.8198
No log	5.5294	188	0.6787	0.7432	0.6787	0.8238
No log	5.5882	190	0.8727	0.6579	0.8727	0.9342
No log	5.6471	192	1.3949	0.5263	1.3949	1.1810
No log	5.7059	194	1.4809	0.5101	1.4809	1.2169
No log	5.7647	196	1.1525	0.5789	1.1525	1.0736
No log	5.8235	198	0.8407	0.6939	0.8407	0.9169
No log	5.8824	200	0.8107	0.6713	0.8107	0.9004
No log	5.9412	202	0.7733	0.7123	0.7733	0.8794
No log	6.0	204	0.7926	0.7123	0.7926	0.8903
No log	6.0588	206	0.8282	0.6759	0.8282	0.9100
No log	6.1176	208	0.8244	0.7075	0.8244	0.9079
No log	6.1765	210	0.7553	0.6980	0.7553	0.8691
No log	6.2353	212	0.7343	0.7152	0.7343	0.8569
No log	6.2941	214	0.7524	0.7383	0.7524	0.8674
No log	6.3529	216	0.7334	0.7532	0.7334	0.8564
No log	6.4118	218	0.7246	0.7632	0.7246	0.8513
No log	6.4706	220	0.7371	0.7417	0.7371	0.8585
No log	6.5294	222	0.7774	0.7027	0.7774	0.8817
No log	6.5882	224	0.8101	0.7027	0.8101	0.9000
No log	6.6471	226	0.7944	0.7397	0.7944	0.8913
No log	6.7059	228	0.8039	0.6993	0.8039	0.8966
No log	6.7647	230	0.7851	0.7397	0.7851	0.8860
No log	6.8235	232	0.7714	0.7260	0.7714	0.8783
No log	6.8824	234	0.9838	0.6081	0.9838	0.9919
No log	6.9412	236	1.1295	0.5906	1.1295	1.0628
No log	7.0	238	1.0052	0.6122	1.0052	1.0026
No log	7.0588	240	0.7364	0.7211	0.7364	0.8581
No log	7.1176	242	0.6885	0.7733	0.6885	0.8298
No log	7.1765	244	0.6780	0.8026	0.6780	0.8234
No log	7.2353	246	0.6935	0.7297	0.6935	0.8328
No log	7.2941	248	0.8593	0.6897	0.8593	0.9270
No log	7.3529	250	0.9859	0.6573	0.9859	0.9929
No log	7.4118	252	0.8800	0.6897	0.8800	0.9381
No log	7.4706	254	0.6233	0.7297	0.6233	0.7895
No log	7.5294	256	0.6087	0.8101	0.6087	0.7802
No log	7.5882	258	0.6230	0.8077	0.6230	0.7893
No log	7.6471	260	0.6304	0.7550	0.6304	0.7939
No log	7.7059	262	0.7506	0.7123	0.7506	0.8664
No log	7.7647	264	0.9441	0.6809	0.9441	0.9716
No log	7.8235	266	1.0009	0.6364	1.0009	1.0005
No log	7.8824	268	0.8433	0.6714	0.8433	0.9183
No log	7.9412	270	0.7403	0.7211	0.7403	0.8604
No log	8.0	272	0.7436	0.7733	0.7436	0.8623
No log	8.0588	274	0.7032	0.7550	0.7032	0.8386
No log	8.1176	276	0.6739	0.7162	0.6739	0.8209
No log	8.1765	278	0.7967	0.7067	0.7967	0.8926
No log	8.2353	280	0.8350	0.7020	0.8350	0.9138
No log	8.2941	282	0.7657	0.6993	0.7657	0.8751
No log	8.3529	284	0.6546	0.7361	0.6546	0.8090
No log	8.4118	286	0.6467	0.7619	0.6467	0.8042
No log	8.4706	288	0.6662	0.7568	0.6662	0.8162
No log	8.5294	290	0.6474	0.7755	0.6474	0.8046
No log	8.5882	292	0.6519	0.7347	0.6519	0.8074
No log	8.6471	294	0.6484	0.7347	0.6484	0.8052
No log	8.7059	296	0.6188	0.7703	0.6188	0.7866
No log	8.7647	298	0.5974	0.8075	0.5974	0.7729
No log	8.8235	300	0.6539	0.7771	0.6539	0.8086
No log	8.8824	302	0.6366	0.7875	0.6366	0.7978
No log	8.9412	304	0.6617	0.7568	0.6617	0.8134
No log	9.0	306	0.7471	0.7172	0.7471	0.8643
No log	9.0588	308	0.7789	0.7123	0.7789	0.8826
No log	9.1176	310	0.7291	0.7083	0.7291	0.8539
No log	9.1765	312	0.7243	0.7273	0.7243	0.8510
No log	9.2353	314	0.7540	0.6761	0.7540	0.8684
No log	9.2941	316	0.8023	0.7083	0.8023	0.8957
No log	9.3529	318	0.8529	0.7034	0.8529	0.9235
No log	9.4118	320	0.8146	0.7123	0.8146	0.9025
No log	9.4706	322	0.7479	0.7075	0.7479	0.8648
No log	9.5294	324	0.7530	0.7260	0.7530	0.8678
No log	9.5882	326	0.7989	0.6806	0.7989	0.8938
No log	9.6471	328	0.9134	0.6531	0.9134	0.9557
No log	9.7059	330	0.9230	0.6531	0.9230	0.9607
No log	9.7647	332	0.9909	0.6483	0.9909	0.9955
No log	9.8235	334	0.9410	0.6803	0.9410	0.9701
No log	9.8824	336	0.8399	0.7034	0.8399	0.9165
No log	9.9412	338	0.7695	0.7310	0.7695	0.8772
No log	10.0	340	0.7730	0.7183	0.7730	0.8792
No log	10.0588	342	0.7775	0.7143	0.7775	0.8817
No log	10.1176	344	0.8436	0.7133	0.8436	0.9185
No log	10.1765	346	0.9623	0.6712	0.9623	0.9810
No log	10.2353	348	1.0175	0.6531	1.0175	1.0087
No log	10.2941	350	0.9855	0.6575	0.9855	0.9927
No log	10.3529	352	0.8408	0.7083	0.8408	0.9170
No log	10.4118	354	0.7259	0.7083	0.7259	0.8520
No log	10.4706	356	0.6713	0.7516	0.6713	0.8194
No log	10.5294	358	0.6541	0.7516	0.6541	0.8088
No log	10.5882	360	0.6557	0.7673	0.6557	0.8098
No log	10.6471	362	0.7684	0.7134	0.7684	0.8766
No log	10.7059	364	1.0255	0.6541	1.0255	1.0127
No log	10.7647	366	1.1703	0.5963	1.1703	1.0818
No log	10.8235	368	1.1684	0.6040	1.1684	1.0809
No log	10.8824	370	1.0247	0.6164	1.0247	1.0123
No log	10.9412	372	0.8762	0.6575	0.8762	0.9361
No log	11.0	374	0.8018	0.6944	0.8018	0.8954
No log	11.0588	376	0.8287	0.6620	0.8287	0.9103
No log	11.1176	378	0.9239	0.6944	0.9239	0.9612
No log	11.1765	380	0.9817	0.6164	0.9817	0.9908
No log	11.2353	382	1.0686	0.5972	1.0686	1.0337
No log	11.2941	384	1.0214	0.6014	1.0214	1.0106
No log	11.3529	386	0.9903	0.6164	0.9903	0.9951
No log	11.4118	388	0.8695	0.6438	0.8695	0.9325
No log	11.4706	390	0.7349	0.7172	0.7349	0.8573
No log	11.5294	392	0.6980	0.7383	0.6980	0.8355
No log	11.5882	394	0.7042	0.7297	0.7042	0.8392
No log	11.6471	396	0.7533	0.6944	0.7533	0.8679
No log	11.7059	398	0.8355	0.7034	0.8355	0.9141
No log	11.7647	400	0.8280	0.6993	0.8280	0.9100
No log	11.8235	402	0.8428	0.6857	0.8428	0.9180
No log	11.8824	404	0.8017	0.6667	0.8017	0.8954
No log	11.9412	406	0.6974	0.6993	0.6974	0.8351
No log	12.0	408	0.6315	0.7843	0.6315	0.7947
No log	12.0588	410	0.5905	0.7821	0.5905	0.7684
No log	12.1176	412	0.5828	0.7821	0.5828	0.7634
No log	12.1765	414	0.5944	0.7848	0.5944	0.7710
No log	12.2353	416	0.6145	0.7417	0.6145	0.7839
No log	12.2941	418	0.6304	0.7248	0.6304	0.7940
No log	12.3529	420	0.6719	0.7417	0.6719	0.8197
No log	12.4118	422	0.7494	0.7034	0.7494	0.8657
No log	12.4706	424	0.8507	0.6471	0.8507	0.9223
No log	12.5294	426	0.8780	0.6423	0.8780	0.9370
No log	12.5882	428	0.8306	0.6809	0.8306	0.9113
No log	12.6471	430	0.7538	0.7211	0.7538	0.8682
No log	12.7059	432	0.6499	0.7027	0.6499	0.8062
No log	12.7647	434	0.6048	0.7792	0.6048	0.7777
No log	12.8235	436	0.6539	0.8025	0.6539	0.8086
No log	12.8824	438	0.6826	0.8025	0.6826	0.8262
No log	12.9412	440	0.6811	0.7483	0.6811	0.8253
No log	13.0	442	0.7507	0.6993	0.7507	0.8664
No log	13.0588	444	0.7947	0.6944	0.7947	0.8915
No log	13.1176	446	0.7860	0.6901	0.7860	0.8865
No log	13.1765	448	0.7658	0.7273	0.7658	0.8751
No log	13.2353	450	0.7279	0.7397	0.7279	0.8531
No log	13.2941	452	0.6688	0.76	0.6688	0.8178
No log	13.3529	454	0.6149	0.7692	0.6149	0.7842
No log	13.4118	456	0.5978	0.7692	0.5978	0.7732
No log	13.4706	458	0.6112	0.7742	0.6112	0.7818
No log	13.5294	460	0.6131	0.7692	0.6131	0.7830
No log	13.5882	462	0.6558	0.7285	0.6558	0.8098
No log	13.6471	464	0.6654	0.7248	0.6654	0.8157
No log	13.7059	466	0.6656	0.7467	0.6656	0.8158
No log	13.7647	468	0.6991	0.7297	0.6991	0.8361
No log	13.8235	470	0.7423	0.7310	0.7423	0.8616
No log	13.8824	472	0.7640	0.7310	0.7640	0.8741
No log	13.9412	474	0.8275	0.6759	0.8275	0.9097
No log	14.0	476	0.8889	0.6853	0.8889	0.9428
No log	14.0588	478	0.8499	0.6986	0.8499	0.9219
No log	14.1176	480	0.8002	0.6759	0.8002	0.8945
No log	14.1765	482	0.7443	0.6939	0.7443	0.8627
No log	14.2353	484	0.7659	0.6939	0.7659	0.8752
No log	14.2941	486	0.8166	0.6759	0.8166	0.9037
No log	14.3529	488	0.8523	0.6986	0.8523	0.9232
No log	14.4118	490	0.8838	0.6571	0.8838	0.9401
No log	14.4706	492	0.8949	0.6571	0.8949	0.9460
No log	14.5294	494	0.8964	0.6475	0.8964	0.9468
No log	14.5882	496	0.8805	0.6475	0.8805	0.9384
No log	14.6471	498	0.9016	0.6429	0.9016	0.9495
0.3918	14.7059	500	0.9855	0.6056	0.9855	0.9927
0.3918	14.7647	502	1.0154	0.6259	1.0154	1.0077
0.3918	14.8235	504	0.9150	0.6712	0.9150	0.9566
0.3918	14.8824	506	0.8097	0.6712	0.8097	0.8998
0.3918	14.9412	508	0.7467	0.6986	0.7467	0.8641
0.3918	15.0	510	0.7753	0.6944	0.7753	0.8805
0.3918	15.0588	512	0.8543	0.6667	0.8543	0.9243
0.3918	15.1176	514	0.9624	0.6573	0.9624	0.9810
0.3918	15.1765	516	0.9900	0.6429	0.9900	0.9950
0.3918	15.2353	518	1.0084	0.6277	1.0084	1.0042
0.3918	15.2941	520	1.0277	0.6087	1.0277	1.0137
0.3918	15.3529	522	0.9663	0.6232	0.9663	0.9830
0.3918	15.4118	524	0.8507	0.6759	0.8507	0.9223
0.3918	15.4706	526	0.8048	0.6993	0.8048	0.8971
0.3918	15.5294	528	0.7975	0.6901	0.7975	0.8930
0.3918	15.5882	530	0.7893	0.6944	0.7893	0.8884
0.3918	15.6471	532	0.8310	0.6713	0.8310	0.9116
0.3918	15.7059	534	0.9469	0.6479	0.9469	0.9731
0.3918	15.7647	536	1.0020	0.6345	1.0020	1.0010
0.3918	15.8235	538	0.9527	0.6383	0.9527	0.9761
0.3918	15.8824	540	0.8331	0.6573	0.8331	0.9128
0.3918	15.9412	542	0.8125	0.6993	0.8125	0.9014
0.3918	16.0	544	0.8312	0.6857	0.8312	0.9117
0.3918	16.0588	546	0.8583	0.6619	0.8583	0.9265
0.3918	16.1176	548	0.8210	0.6950	0.8210	0.9061
0.3918	16.1765	550	0.8853	0.6528	0.8853	0.9409
0.3918	16.2353	552	0.9702	0.6197	0.9702	0.9850
0.3918	16.2941	554	0.9834	0.6575	0.9834	0.9917
0.3918	16.3529	556	0.8910	0.6345	0.8910	0.9439
0.3918	16.4118	558	0.7789	0.6759	0.7789	0.8826
0.3918	16.4706	560	0.7397	0.7310	0.7397	0.8600
0.3918	16.5294	562	0.7244	0.7333	0.7244	0.8511
0.3918	16.5882	564	0.7489	0.6759	0.7489	0.8654
0.3918	16.6471	566	0.8216	0.6849	0.8216	0.9064
0.3918	16.7059	568	0.8947	0.6849	0.8947	0.9459
0.3918	16.7647	570	0.9148	0.6759	0.9148	0.9564
0.3918	16.8235	572	0.8942	0.6573	0.8942	0.9456
0.3918	16.8824	574	0.8291	0.6806	0.8291	0.9105
0.3918	16.9412	576	0.7552	0.6759	0.7552	0.8690
0.3918	17.0	578	0.7171	0.7162	0.7171	0.8468
0.3918	17.0588	580	0.7189	0.7417	0.7189	0.8479
0.3918	17.1176	582	0.7114	0.7333	0.7114	0.8435
0.3918	17.1765	584	0.7577	0.6759	0.7577	0.8705
0.3918	17.2353	586	0.8458	0.6980	0.8458	0.9197
0.3918	17.2941	588	0.8601	0.6974	0.8601	0.9274
0.3918	17.3529	590	0.8066	0.6892	0.8066	0.8981
0.3918	17.4118	592	0.7149	0.7067	0.7149	0.8455
0.3918	17.4706	594	0.6821	0.7237	0.6821	0.8259
0.3918	17.5294	596	0.6768	0.7451	0.6768	0.8226
0.3918	17.5882	598	0.7178	0.7020	0.7178	0.8473
0.3918	17.6471	600	0.7668	0.7027	0.7668	0.8757
0.3918	17.7059	602	0.7515	0.7075	0.7515	0.8669
0.3918	17.7647	604	0.7525	0.7075	0.7525	0.8675
0.3918	17.8235	606	0.7825	0.7027	0.7825	0.8846
0.3918	17.8824	608	0.9071	0.6846	0.9071	0.9524
0.3918	17.9412	610	0.9472	0.6757	0.9472	0.9732
0.3918	18.0	612	0.8942	0.6757	0.8942	0.9456
0.3918	18.0588	614	0.8391	0.6974	0.8391	0.9160
0.3918	18.1176	616	0.7853	0.6974	0.7853	0.8862
0.3918	18.1765	618	0.7664	0.6928	0.7664	0.8755
0.3918	18.2353	620	0.8119	0.7215	0.8119	0.9010
0.3918	18.2941	622	0.7778	0.7152	0.7778	0.8819
0.3918	18.3529	624	0.8095	0.7027	0.8095	0.8997
0.3918	18.4118	626	0.8798	0.6849	0.8798	0.9380
0.3918	18.4706	628	0.9093	0.6759	0.9093	0.9536
0.3918	18.5294	630	0.9488	0.6575	0.9488	0.9740
0.3918	18.5882	632	1.0410	0.6577	1.0410	1.0203
0.3918	18.6471	634	1.0880	0.6234	1.0880	1.0431
0.3918	18.7059	636	1.0271	0.6711	1.0271	1.0134
0.3918	18.7647	638	0.9253	0.6887	0.9253	0.9619
0.3918	18.8235	640	0.8339	0.6667	0.8339	0.9132
0.3918	18.8824	642	0.7753	0.6621	0.7753	0.8805
0.3918	18.9412	644	0.7209	0.6621	0.7209	0.8491
0.3918	19.0	646	0.7094	0.6667	0.7094	0.8422
0.3918	19.0588	648	0.7293	0.6892	0.7293	0.8540
0.3918	19.1176	650	0.7964	0.7179	0.7964	0.8924
0.3918	19.1765	652	0.8147	0.6892	0.8147	0.9026
0.3918	19.2353	654	0.8149	0.6759	0.8149	0.9027
0.3918	19.2941	656	0.8231	0.6759	0.8231	0.9073
0.3918	19.3529	658	0.8654	0.6759	0.8654	0.9302
0.3918	19.4118	660	0.8908	0.7143	0.8908	0.9438
0.3918	19.4706	662	0.8391	0.7143	0.8391	0.9160
0.3918	19.5294	664	0.7402	0.7190	0.7402	0.8604
0.3918	19.5882	666	0.6586	0.7417	0.6586	0.8116
0.3918	19.6471	668	0.6424	0.7114	0.6424	0.8015
0.3918	19.7059	670	0.6357	0.7114	0.6357	0.7973
0.3918	19.7647	672	0.6194	0.72	0.6194	0.7870
0.3918	19.8235	674	0.5961	0.7532	0.5961	0.7721
0.3918	19.8824	676	0.6270	0.7952	0.6270	0.7918
0.3918	19.9412	678	0.6760	0.7674	0.6760	0.8222
0.3918	20.0	680	0.6556	0.7564	0.6556	0.8097
0.3918	20.0588	682	0.6275	0.76	0.6275	0.7921
0.3918	20.1176	684	0.6538	0.7568	0.6538	0.8086
0.3918	20.1765	686	0.6799	0.7448	0.6799	0.8246
0.3918	20.2353	688	0.7040	0.7034	0.7040	0.8390
0.3918	20.2941	690	0.7681	0.6759	0.7681	0.8764
0.3918	20.3529	692	0.8644	0.6849	0.8644	0.9297
0.3918	20.4118	694	0.8983	0.6759	0.8983	0.9478
0.3918	20.4706	696	0.8354	0.7075	0.8354	0.9140
0.3918	20.5294	698	0.7382	0.6892	0.7382	0.8592
0.3918	20.5882	700	0.6992	0.7114	0.6992	0.8362
0.3918	20.6471	702	0.7450	0.6803	0.7450	0.8631
0.3918	20.7059	704	0.9042	0.6933	0.9042	0.9509
0.3918	20.7647	706	1.0073	0.6711	1.0073	1.0036
0.3918	20.8235	708	1.0134	0.6345	1.0134	1.0067
0.3918	20.8824	710	0.9729	0.6897	0.9729	0.9863
0.3918	20.9412	712	0.9733	0.6897	0.9733	0.9865
0.3918	21.0	714	0.9911	0.6531	0.9911	0.9956
0.3918	21.0588	716	0.9442	0.7027	0.9442	0.9717
0.3918	21.1176	718	0.8597	0.7059	0.8597	0.9272
0.3918	21.1765	720	0.7606	0.7205	0.7606	0.8721
0.3918	21.2353	722	0.7008	0.7407	0.7008	0.8371
0.3918	21.2941	724	0.6670	0.7421	0.6670	0.8167
0.3918	21.3529	726	0.6643	0.72	0.6643	0.8150
0.3918	21.4118	728	0.6825	0.6980	0.6825	0.8261
0.3918	21.4706	730	0.7018	0.7027	0.7018	0.8377
0.3918	21.5294	732	0.7445	0.7075	0.7445	0.8629
0.3918	21.5882	734	0.7412	0.7075	0.7412	0.8609
0.3918	21.6471	736	0.7285	0.7297	0.7285	0.8535
0.3918	21.7059	738	0.7052	0.7248	0.7052	0.8397
0.3918	21.7647	740	0.6753	0.7248	0.6753	0.8218
0.3918	21.8235	742	0.6321	0.7613	0.6321	0.7951
0.3918	21.8824	744	0.6000	0.8025	0.6000	0.7746
0.3918	21.9412	746	0.5944	0.8024	0.5944	0.7710
0.3918	22.0	748	0.6040	0.7857	0.6040	0.7771
0.3918	22.0588	750	0.6298	0.7561	0.6298	0.7936
0.3918	22.1176	752	0.6675	0.7273	0.6675	0.8170
0.3918	22.1765	754	0.7360	0.6980	0.7360	0.8579
0.3918	22.2353	756	0.7728	0.7027	0.7728	0.8791
0.3918	22.2941	758	0.8342	0.7027	0.8342	0.9133
0.3918	22.3529	760	0.8428	0.6993	0.8428	0.9180
0.3918	22.4118	762	0.8284	0.6993	0.8284	0.9101
0.3918	22.4706	764	0.8314	0.6897	0.8314	0.9118
0.3918	22.5294	766	0.7867	0.7027	0.7867	0.8870
0.3918	22.5882	768	0.7711	0.7027	0.7711	0.8781
0.3918	22.6471	770	0.7481	0.7152	0.7481	0.8650
0.3918	22.7059	772	0.7643	0.7273	0.7643	0.8742
0.3918	22.7647	774	0.7325	0.7273	0.7325	0.8559
0.3918	22.8235	776	0.6806	0.7451	0.6806	0.8250
0.3918	22.8824	778	0.6541	0.7799	0.6541	0.8088
0.3918	22.9412	780	0.6464	0.7403	0.6464	0.8040
0.3918	23.0	782	0.6289	0.7613	0.6289	0.7930
0.3918	23.0588	784	0.6459	0.7285	0.6459	0.8037
0.3918	23.1176	786	0.6664	0.7248	0.6664	0.8163
0.3918	23.1765	788	0.6878	0.7162	0.6878	0.8293
0.3918	23.2353	790	0.7427	0.7342	0.7427	0.8618
0.3918	23.2941	792	0.8182	0.7229	0.8182	0.9046
0.3918	23.3529	794	0.8213	0.7186	0.8213	0.9063
0.3918	23.4118	796	0.7453	0.72	0.7453	0.8633
0.3918	23.4706	798	0.6821	0.7361	0.6821	0.8259
0.3918	23.5294	800	0.6823	0.7347	0.6823	0.8260
0.3918	23.5882	802	0.7104	0.7361	0.7104	0.8428
0.3918	23.6471	804	0.7140	0.7310	0.7140	0.8450
0.3918	23.7059	806	0.7067	0.7034	0.7067	0.8406
0.3918	23.7647	808	0.6872	0.7260	0.6872	0.8290
0.3918	23.8235	810	0.6646	0.7260	0.6646	0.8152
0.3918	23.8824	812	0.6437	0.7285	0.6437	0.8023
0.3918	23.9412	814	0.6435	0.75	0.6435	0.8022
0.3918	24.0	816	0.6317	0.7417	0.6317	0.7948
0.3918	24.0588	818	0.6824	0.7211	0.6824	0.8261
0.3918	24.1176	820	0.7652	0.7123	0.7652	0.8748
0.3918	24.1765	822	0.7855	0.6853	0.7855	0.8863
0.3918	24.2353	824	0.8059	0.6901	0.8059	0.8977
0.3918	24.2941	826	0.8280	0.6853	0.8280	0.9099
0.3918	24.3529	828	0.8525	0.6761	0.8525	0.9233
0.3918	24.4118	830	0.8412	0.6849	0.8412	0.9172
0.3918	24.4706	832	0.8245	0.6797	0.8245	0.9080
0.3918	24.5294	834	0.8640	0.6797	0.8640	0.9295
0.3918	24.5882	836	0.8893	0.6962	0.8893	0.9430
0.3918	24.6471	838	0.8152	0.6883	0.8152	0.9029
0.3918	24.7059	840	0.7503	0.6757	0.7503	0.8662
0.3918	24.7647	842	0.7609	0.6759	0.7609	0.8723
0.3918	24.8235	844	0.8186	0.6980	0.8186	0.9048
0.3918	24.8824	846	0.8624	0.6803	0.8624	0.9286
0.3918	24.9412	848	0.9100	0.6623	0.9100	0.9539
0.3918	25.0	850	0.8942	0.6839	0.8942	0.9456
0.3918	25.0588	852	0.8454	0.7020	0.8454	0.9195
0.3918	25.1176	854	0.7749	0.6806	0.7749	0.8803
0.3918	25.1765	856	0.7152	0.6986	0.7152	0.8457
0.3918	25.2353	858	0.7016	0.7211	0.7016	0.8376
0.3918	25.2941	860	0.7160	0.7211	0.7160	0.8462
0.3918	25.3529	862	0.7355	0.6806	0.7355	0.8576
0.3918	25.4118	864	0.7951	0.6806	0.7951	0.8917
0.3918	25.4706	866	0.8615	0.6897	0.8615	0.9282
0.3918	25.5294	868	0.8862	0.6806	0.8862	0.9414
0.3918	25.5882	870	0.8570	0.6897	0.8570	0.9258
0.3918	25.6471	872	0.8134	0.6944	0.8134	0.9019
0.3918	25.7059	874	0.7361	0.6806	0.7361	0.8580
0.3918	25.7647	876	0.7046	0.7034	0.7046	0.8394
0.3918	25.8235	878	0.6944	0.7211	0.6944	0.8333
0.3918	25.8824	880	0.6761	0.7211	0.6761	0.8222
0.3918	25.9412	882	0.6715	0.7162	0.6715	0.8195
0.3918	26.0	884	0.7126	0.7123	0.7126	0.8442
0.3918	26.0588	886	0.7636	0.7067	0.7636	0.8739
0.3918	26.1176	888	0.8002	0.7020	0.8002	0.8946
0.3918	26.1765	890	0.7956	0.7123	0.7956	0.8920
0.3918	26.2353	892	0.7375	0.7034	0.7375	0.8588
0.3918	26.2941	894	0.6738	0.7162	0.6738	0.8208
0.3918	26.3529	896	0.6503	0.7162	0.6503	0.8064
0.3918	26.4118	898	0.6315	0.7484	0.6315	0.7946
0.3918	26.4706	900	0.6557	0.7547	0.6557	0.8098
0.3918	26.5294	902	0.7296	0.7381	0.7296	0.8542
0.3918	26.5882	904	0.7583	0.7239	0.7583	0.8708
0.3918	26.6471	906	0.7375	0.7237	0.7375	0.8588
0.3918	26.7059	908	0.7033	0.7333	0.7033	0.8386
0.3918	26.7647	910	0.6749	0.7285	0.6749	0.8215
0.3918	26.8235	912	0.6628	0.75	0.6628	0.8141
0.3918	26.8824	914	0.6771	0.7417	0.6771	0.8228
0.3918	26.9412	916	0.6791	0.7285	0.6791	0.8241
0.3918	27.0	918	0.6826	0.7285	0.6826	0.8262
0.3918	27.0588	920	0.7130	0.7248	0.7130	0.8444
0.3918	27.1176	922	0.7304	0.72	0.7304	0.8546
0.3918	27.1765	924	0.7083	0.7333	0.7083	0.8416
0.3918	27.2353	926	0.6783	0.7248	0.6783	0.8236
0.3918	27.2941	928	0.6443	0.7383	0.6443	0.8027
0.3918	27.3529	930	0.6363	0.7383	0.6363	0.7977
0.3918	27.4118	932	0.6574	0.7383	0.6574	0.8108
0.3918	27.4706	934	0.6894	0.7034	0.6894	0.8303
0.3918	27.5294	936	0.7655	0.7034	0.7655	0.8749
0.3918	27.5882	938	0.8296	0.7162	0.8296	0.9108
0.3918	27.6471	940	0.9331	0.7044	0.9331	0.9659
0.3918	27.7059	942	0.9400	0.6994	0.9400	0.9696
0.3918	27.7647	944	0.8757	0.7152	0.8757	0.9358
0.3918	27.8235	946	0.7816	0.7123	0.7816	0.8841
0.3918	27.8824	948	0.7141	0.7034	0.7141	0.8450
0.3918	27.9412	950	0.6806	0.7075	0.6806	0.8250
0.3918	28.0	952	0.6474	0.7484	0.6474	0.8046
0.3918	28.0588	954	0.6337	0.7436	0.6337	0.7961
0.3918	28.1176	956	0.6235	0.7342	0.6235	0.7896
0.3918	28.1765	958	0.6064	0.775	0.6064	0.7787
0.3918	28.2353	960	0.6193	0.7342	0.6193	0.7869
0.3918	28.2941	962	0.6431	0.7453	0.6431	0.8019
0.3918	28.3529	964	0.6560	0.7143	0.6560	0.8099
0.3918	28.4118	966	0.6882	0.7020	0.6882	0.8296
0.3918	28.4706	968	0.7475	0.7123	0.7475	0.8646
0.3918	28.5294	970	0.8134	0.7123	0.8134	0.9019
0.3918	28.5882	972	0.8512	0.7075	0.8512	0.9226
0.3918	28.6471	974	0.8291	0.7190	0.8291	0.9105
0.3918	28.7059	976	0.7975	0.7027	0.7975	0.8930
0.3918	28.7647	978	0.7624	0.7027	0.7624	0.8732
0.3918	28.8235	980	0.7175	0.7123	0.7175	0.8471
0.3918	28.8824	982	0.6891	0.6892	0.6891	0.8301
0.3918	28.9412	984	0.6782	0.7320	0.6782	0.8235
0.3918	29.0	986	0.6868	0.6933	0.6868	0.8287
0.3918	29.0588	988	0.7264	0.7123	0.7264	0.8523
0.3918	29.1176	990	0.7689	0.7075	0.7689	0.8769
0.3918	29.1765	992	0.8238	0.7143	0.8238	0.9076
0.3918	29.2353	994	0.8255	0.7261	0.8255	0.9086
0.3918	29.2941	996	0.7733	0.7075	0.7733	0.8794
0.3918	29.3529	998	0.7362	0.7034	0.7362	0.8580
0.0837	29.4118	1000	0.7297	0.7034	0.7297	0.8542
0.0837	29.4706	1002	0.7148	0.7123	0.7148	0.8455
0.0837	29.5294	1004	0.7151	0.7075	0.7151	0.8457
0.0837	29.5882	1006	0.7271	0.7075	0.7271	0.8527
0.0837	29.6471	1008	0.7172	0.7075	0.7172	0.8469
0.0837	29.7059	1010	0.7192	0.7075	0.7192	0.8480
0.0837	29.7647	1012	0.7274	0.7123	0.7274	0.8529
0.0837	29.8235	1014	0.7366	0.7034	0.7366	0.8583
0.0837	29.8824	1016	0.7725	0.7034	0.7725	0.8789
0.0837	29.9412	1018	0.8006	0.7034	0.8006	0.8948
0.0837	30.0	1020	0.8257	0.6944	0.8257	0.9087
0.0837	30.0588	1022	0.8264	0.6944	0.8264	0.9091

Framework versions

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