ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k20_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: 0.7403
• Qwk: 0.6798
• Mse: 0.7403
• Rmse: 0.8604

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0192	2	5.2473	0.0010	5.2473	2.2907
No log	0.0385	4	3.2848	0.0939	3.2848	1.8124
No log	0.0577	6	1.9262	0.1404	1.9262	1.3879
No log	0.0769	8	1.3616	0.2425	1.3616	1.1669
No log	0.0962	10	1.1375	0.3070	1.1375	1.0665
No log	0.1154	12	1.1082	0.2038	1.1082	1.0527
No log	0.1346	14	1.1272	0.2173	1.1272	1.0617
No log	0.1538	16	1.2428	0.1608	1.2428	1.1148
No log	0.1731	18	1.0784	0.3153	1.0784	1.0385
No log	0.1923	20	1.0053	0.3208	1.0053	1.0026
No log	0.2115	22	0.9586	0.3875	0.9586	0.9791
No log	0.2308	24	0.9388	0.4317	0.9388	0.9689
No log	0.25	26	0.9943	0.3627	0.9943	0.9971
No log	0.2692	28	1.0167	0.3919	1.0167	1.0083
No log	0.2885	30	0.8743	0.4969	0.8743	0.9350
No log	0.3077	32	0.8635	0.5576	0.8635	0.9293
No log	0.3269	34	0.7871	0.6060	0.7871	0.8872
No log	0.3462	36	0.7630	0.5972	0.7630	0.8735
No log	0.3654	38	0.7106	0.5961	0.7106	0.8430
No log	0.3846	40	0.7090	0.6741	0.7090	0.8420
No log	0.4038	42	0.6962	0.6888	0.6962	0.8344
No log	0.4231	44	0.6643	0.6308	0.6643	0.8151
No log	0.4423	46	0.7067	0.6348	0.7067	0.8407
No log	0.4615	48	0.6873	0.6382	0.6873	0.8290
No log	0.4808	50	0.6772	0.6340	0.6772	0.8229
No log	0.5	52	0.6936	0.6079	0.6936	0.8328
No log	0.5192	54	0.7953	0.5717	0.7953	0.8918
No log	0.5385	56	0.6944	0.5723	0.6944	0.8333
No log	0.5577	58	0.6478	0.6384	0.6478	0.8048
No log	0.5769	60	0.7828	0.6417	0.7828	0.8848
No log	0.5962	62	0.6424	0.6641	0.6424	0.8015
No log	0.6154	64	0.5829	0.6902	0.5829	0.7635
No log	0.6346	66	0.6502	0.6934	0.6502	0.8063
No log	0.6538	68	0.7141	0.6843	0.7141	0.8451
No log	0.6731	70	0.5944	0.7097	0.5944	0.7710
No log	0.6923	72	0.5404	0.7458	0.5404	0.7351
No log	0.7115	74	0.6042	0.7219	0.6042	0.7773
No log	0.7308	76	0.6384	0.7366	0.6384	0.7990
No log	0.75	78	1.0684	0.6410	1.0684	1.0336
No log	0.7692	80	1.2902	0.5782	1.2902	1.1359
No log	0.7885	82	1.0622	0.6598	1.0622	1.0306
No log	0.8077	84	0.7199	0.7443	0.7199	0.8485
No log	0.8269	86	0.7342	0.7289	0.7342	0.8568
No log	0.8462	88	0.8570	0.6847	0.8570	0.9257
No log	0.8654	90	1.2304	0.5952	1.2304	1.1092
No log	0.8846	92	1.1892	0.5995	1.1892	1.0905
No log	0.9038	94	0.7782	0.6876	0.7782	0.8822
No log	0.9231	96	0.6915	0.7060	0.6915	0.8316
No log	0.9423	98	0.7349	0.7012	0.7349	0.8573
No log	0.9615	100	0.6995	0.6881	0.6995	0.8364
No log	0.9808	102	0.8395	0.6762	0.8395	0.9162
No log	1.0	104	0.9413	0.6711	0.9413	0.9702
No log	1.0192	106	0.8767	0.6909	0.8767	0.9363
No log	1.0385	108	0.6571	0.6970	0.6571	0.8106
No log	1.0577	110	0.6299	0.7147	0.6299	0.7936
No log	1.0769	112	0.7639	0.7168	0.7639	0.8740
No log	1.0962	114	1.0614	0.6628	1.0614	1.0302
No log	1.1154	116	1.0038	0.6905	1.0038	1.0019
No log	1.1346	118	1.0081	0.6929	1.0081	1.0040
No log	1.1538	120	0.8449	0.7069	0.8449	0.9192
No log	1.1731	122	0.7010	0.7290	0.7010	0.8372
No log	1.1923	124	0.8106	0.6840	0.8106	0.9003
No log	1.2115	126	0.8309	0.6727	0.8309	0.9115
No log	1.2308	128	0.8495	0.6581	0.8495	0.9217
No log	1.25	130	0.7188	0.7112	0.7188	0.8478
No log	1.2692	132	0.5969	0.7148	0.5969	0.7726
No log	1.2885	134	0.6226	0.7276	0.6226	0.7891
No log	1.3077	136	0.8863	0.6923	0.8863	0.9415
No log	1.3269	138	1.0933	0.6470	1.0933	1.0456
No log	1.3462	140	1.1756	0.6185	1.1756	1.0842
No log	1.3654	142	0.8534	0.6852	0.8534	0.9238
No log	1.3846	144	0.6889	0.7368	0.6889	0.8300
No log	1.4038	146	0.6513	0.7221	0.6513	0.8070
No log	1.4231	148	0.7398	0.6792	0.7398	0.8601
No log	1.4423	150	0.7264	0.6731	0.7264	0.8523
No log	1.4615	152	0.7107	0.6846	0.7107	0.8431
No log	1.4808	154	0.7609	0.6775	0.7609	0.8723
No log	1.5	156	0.8955	0.6822	0.8955	0.9463
No log	1.5192	158	0.7811	0.6838	0.7811	0.8838
No log	1.5385	160	0.6015	0.7316	0.6015	0.7756
No log	1.5577	162	0.6049	0.7298	0.6049	0.7778
No log	1.5769	164	0.6133	0.7190	0.6133	0.7831
No log	1.5962	166	0.6363	0.7372	0.6363	0.7977
No log	1.6154	168	0.6790	0.7436	0.6790	0.8240
No log	1.6346	170	0.6625	0.7370	0.6625	0.8140
No log	1.6538	172	0.5889	0.7549	0.5889	0.7674
No log	1.6731	174	0.6271	0.7183	0.6271	0.7919
No log	1.6923	176	0.5959	0.7515	0.5959	0.7719
No log	1.7115	178	0.6029	0.7533	0.6029	0.7765
No log	1.7308	180	0.6637	0.7371	0.6637	0.8147
No log	1.75	182	0.6489	0.7417	0.6489	0.8055
No log	1.7692	184	0.6972	0.7354	0.6972	0.8350
No log	1.7885	186	0.7343	0.7377	0.7343	0.8569
No log	1.8077	188	0.6446	0.7418	0.6446	0.8029
No log	1.8269	190	0.6054	0.7048	0.6054	0.7781
No log	1.8462	192	0.7921	0.6718	0.7921	0.8900
No log	1.8654	194	0.8771	0.6442	0.8771	0.9366
No log	1.8846	196	0.7491	0.6859	0.7491	0.8655
No log	1.9038	198	0.6450	0.7212	0.6450	0.8031
No log	1.9231	200	0.6400	0.7257	0.6400	0.8000
No log	1.9423	202	0.7100	0.7110	0.7100	0.8426
No log	1.9615	204	0.8042	0.6337	0.8042	0.8968
No log	1.9808	206	0.7403	0.6841	0.7403	0.8604
No log	2.0	208	0.7771	0.6548	0.7771	0.8815
No log	2.0192	210	0.9004	0.6768	0.9004	0.9489
No log	2.0385	212	0.7616	0.6953	0.7616	0.8727
No log	2.0577	214	0.7383	0.7133	0.7383	0.8593
No log	2.0769	216	0.6245	0.7545	0.6245	0.7903
No log	2.0962	218	0.5912	0.7216	0.5912	0.7689
No log	2.1154	220	0.6023	0.6883	0.6023	0.7761
No log	2.1346	222	0.5587	0.7612	0.5587	0.7475
No log	2.1538	224	0.6765	0.7231	0.6765	0.8225
No log	2.1731	226	0.6955	0.7198	0.6955	0.8340
No log	2.1923	228	0.5803	0.7341	0.5803	0.7618
No log	2.2115	230	0.5555	0.7296	0.5555	0.7453
No log	2.2308	232	0.5579	0.7312	0.5579	0.7469
No log	2.25	234	0.5961	0.7309	0.5961	0.7721
No log	2.2692	236	0.8358	0.7123	0.8358	0.9142
No log	2.2885	238	0.9860	0.6535	0.9860	0.9930
No log	2.3077	240	0.8836	0.6311	0.8836	0.9400
No log	2.3269	242	0.6828	0.6783	0.6828	0.8263
No log	2.3462	244	0.5858	0.7276	0.5858	0.7654
No log	2.3654	246	0.5726	0.6864	0.5726	0.7567
No log	2.3846	248	0.5502	0.7066	0.5502	0.7418
No log	2.4038	250	0.6049	0.7158	0.6049	0.7777
No log	2.4231	252	0.9037	0.6705	0.9037	0.9506
No log	2.4423	254	0.9681	0.6557	0.9681	0.9839
No log	2.4615	256	0.7407	0.7110	0.7407	0.8606
No log	2.4808	258	0.5747	0.7262	0.5747	0.7581
No log	2.5	260	0.5761	0.6978	0.5761	0.7590
No log	2.5192	262	0.5794	0.7059	0.5794	0.7612
No log	2.5385	264	0.6142	0.7183	0.6142	0.7837
No log	2.5577	266	0.8261	0.6597	0.8261	0.9089
No log	2.5769	268	0.9684	0.6434	0.9684	0.9841
No log	2.5962	270	0.8637	0.6821	0.8637	0.9294
No log	2.6154	272	0.6972	0.7383	0.6972	0.8350
No log	2.6346	274	0.6315	0.7459	0.6315	0.7947
No log	2.6538	276	0.6342	0.7394	0.6342	0.7964
No log	2.6731	278	0.6244	0.7527	0.6244	0.7902
No log	2.6923	280	0.7422	0.7423	0.7422	0.8615
No log	2.7115	282	0.8773	0.6739	0.8773	0.9366
No log	2.7308	284	0.8218	0.6860	0.8218	0.9065
No log	2.75	286	0.6752	0.7175	0.6752	0.8217
No log	2.7692	288	0.5791	0.7071	0.5791	0.7610
No log	2.7885	290	0.5842	0.7031	0.5842	0.7643
No log	2.8077	292	0.6026	0.6758	0.6026	0.7763
No log	2.8269	294	0.7135	0.6712	0.7135	0.8447
No log	2.8462	296	0.9348	0.6443	0.9348	0.9669
No log	2.8654	298	1.0440	0.6526	1.0440	1.0218
No log	2.8846	300	0.9794	0.6496	0.9794	0.9897
No log	2.9038	302	0.8009	0.7268	0.8009	0.8949
No log	2.9231	304	0.6383	0.7324	0.6383	0.7989
No log	2.9423	306	0.6024	0.7161	0.6024	0.7761
No log	2.9615	308	0.6126	0.7098	0.6126	0.7827
No log	2.9808	310	0.6848	0.6928	0.6848	0.8275
No log	3.0	312	0.8776	0.6524	0.8776	0.9368
No log	3.0192	314	1.0438	0.6106	1.0438	1.0216
No log	3.0385	316	0.9858	0.5998	0.9858	0.9929
No log	3.0577	318	0.8107	0.6529	0.8107	0.9004
No log	3.0769	320	0.6410	0.6859	0.6410	0.8006
No log	3.0962	322	0.5914	0.6698	0.5914	0.7690
No log	3.1154	324	0.5856	0.6657	0.5856	0.7653
No log	3.1346	326	0.6062	0.6959	0.6062	0.7786
No log	3.1538	328	0.6840	0.6843	0.6840	0.8270
No log	3.1731	330	0.7375	0.6985	0.7375	0.8588
No log	3.1923	332	0.6706	0.7399	0.6706	0.8189
No log	3.2115	334	0.6830	0.7348	0.6830	0.8265
No log	3.2308	336	0.7803	0.7073	0.7803	0.8834
No log	3.25	338	0.8890	0.6909	0.8890	0.9429
No log	3.2692	340	0.8838	0.6974	0.8838	0.9401
No log	3.2885	342	0.8999	0.6859	0.8999	0.9486
No log	3.3077	344	0.9757	0.6310	0.9757	0.9878
No log	3.3269	346	0.9203	0.6254	0.9203	0.9593
No log	3.3462	348	0.8454	0.6259	0.8454	0.9195
No log	3.3654	350	0.8719	0.6232	0.8719	0.9338
No log	3.3846	352	0.9062	0.6477	0.9062	0.9520
No log	3.4038	354	0.9330	0.6535	0.9330	0.9659
No log	3.4231	356	0.8742	0.6655	0.8742	0.9350
No log	3.4423	358	0.8803	0.6597	0.8803	0.9382
No log	3.4615	360	1.0176	0.6309	1.0176	1.0088
No log	3.4808	362	1.1136	0.6095	1.1136	1.0553
No log	3.5	364	1.0311	0.6301	1.0311	1.0154
No log	3.5192	366	0.8749	0.6608	0.8749	0.9354
No log	3.5385	368	0.6976	0.7147	0.6976	0.8352
No log	3.5577	370	0.5544	0.7529	0.5544	0.7445
No log	3.5769	372	0.5450	0.7357	0.5450	0.7383
No log	3.5962	374	0.5576	0.7494	0.5576	0.7468
No log	3.6154	376	0.6205	0.7323	0.6205	0.7877
No log	3.6346	378	0.6996	0.7087	0.6996	0.8364
No log	3.6538	380	0.7875	0.6981	0.7875	0.8874
No log	3.6731	382	0.8322	0.6880	0.8322	0.9122
No log	3.6923	384	0.7997	0.6869	0.7997	0.8943
No log	3.7115	386	0.7793	0.7119	0.7793	0.8828
No log	3.7308	388	0.6789	0.7542	0.6789	0.8240
No log	3.75	390	0.5946	0.7527	0.5946	0.7711
No log	3.7692	392	0.5709	0.7458	0.5709	0.7556
No log	3.7885	394	0.6036	0.7300	0.6036	0.7769
No log	3.8077	396	0.6407	0.7381	0.6407	0.8004
No log	3.8269	398	0.7133	0.7212	0.7133	0.8446
No log	3.8462	400	0.6858	0.7232	0.6858	0.8281
No log	3.8654	402	0.6023	0.7094	0.6023	0.7761
No log	3.8846	404	0.5819	0.7336	0.5819	0.7628
No log	3.9038	406	0.5920	0.7233	0.5920	0.7694
No log	3.9231	408	0.5817	0.7330	0.5817	0.7627
No log	3.9423	410	0.5917	0.7380	0.5917	0.7692
No log	3.9615	412	0.6301	0.7344	0.6301	0.7938
No log	3.9808	414	0.6691	0.7274	0.6691	0.8180
No log	4.0	416	0.6616	0.7296	0.6616	0.8134
No log	4.0192	418	0.6254	0.7307	0.6254	0.7908
No log	4.0385	420	0.5991	0.7627	0.5991	0.7740
No log	4.0577	422	0.6233	0.7488	0.6233	0.7895
No log	4.0769	424	0.7419	0.6804	0.7419	0.8613
No log	4.0962	426	0.8770	0.6794	0.8770	0.9365
No log	4.1154	428	0.8562	0.6798	0.8562	0.9253
No log	4.1346	430	0.7362	0.6795	0.7362	0.8580
No log	4.1538	432	0.6569	0.7079	0.6569	0.8105
No log	4.1731	434	0.6613	0.7143	0.6613	0.8132
No log	4.1923	436	0.7105	0.6753	0.7105	0.8429
No log	4.2115	438	0.8715	0.6595	0.8715	0.9336
No log	4.2308	440	1.0650	0.6161	1.0650	1.0320
No log	4.25	442	1.1680	0.5774	1.1680	1.0807
No log	4.2692	444	1.0787	0.6016	1.0787	1.0386
No log	4.2885	446	0.8160	0.6431	0.8160	0.9033
No log	4.3077	448	0.6220	0.7643	0.6220	0.7887
No log	4.3269	450	0.5869	0.7308	0.5869	0.7661
No log	4.3462	452	0.5909	0.7308	0.5909	0.7687
No log	4.3654	454	0.6162	0.7483	0.6162	0.7850
No log	4.3846	456	0.6992	0.7049	0.6992	0.8362
No log	4.4038	458	0.7734	0.6877	0.7734	0.8794
No log	4.4231	460	0.7719	0.6884	0.7719	0.8786
No log	4.4423	462	0.7642	0.6855	0.7642	0.8742
No log	4.4615	464	0.6915	0.7087	0.6915	0.8315
No log	4.4808	466	0.6724	0.7301	0.6724	0.8200
No log	4.5	468	0.7384	0.6844	0.7384	0.8593
No log	4.5192	470	0.8266	0.6838	0.8266	0.9092
No log	4.5385	472	0.8285	0.6730	0.8285	0.9102
No log	4.5577	474	0.8572	0.6574	0.8572	0.9259
No log	4.5769	476	0.8452	0.6574	0.8452	0.9193
No log	4.5962	478	0.7750	0.6738	0.7750	0.8804
No log	4.6154	480	0.7096	0.6823	0.7096	0.8424
No log	4.6346	482	0.6780	0.7307	0.6780	0.8234
No log	4.6538	484	0.6979	0.7207	0.6979	0.8354
No log	4.6731	486	0.7198	0.6969	0.7198	0.8484
No log	4.6923	488	0.8045	0.6804	0.8045	0.8969
No log	4.7115	490	0.8621	0.6641	0.8621	0.9285
No log	4.7308	492	0.9302	0.6767	0.9302	0.9645
No log	4.75	494	0.9426	0.6774	0.9426	0.9709
No log	4.7692	496	0.8164	0.6728	0.8164	0.9036
No log	4.7885	498	0.6584	0.7449	0.6584	0.8114
0.4428	4.8077	500	0.6065	0.7407	0.6065	0.7788
0.4428	4.8269	502	0.5951	0.7447	0.5951	0.7714
0.4428	4.8462	504	0.6058	0.7523	0.6058	0.7783
0.4428	4.8654	506	0.6491	0.7333	0.6491	0.8056
0.4428	4.8846	508	0.7333	0.6753	0.7333	0.8563
0.4428	4.9038	510	0.7664	0.6711	0.7664	0.8754
0.4428	4.9231	512	0.7848	0.6753	0.7848	0.8859
0.4428	4.9423	514	0.7220	0.6904	0.7220	0.8497
0.4428	4.9615	516	0.6771	0.7584	0.6771	0.8228
0.4428	4.9808	518	0.6387	0.7403	0.6387	0.7992
0.4428	5.0	520	0.6397	0.7516	0.6397	0.7998
0.4428	5.0192	522	0.6479	0.7470	0.6479	0.8049
0.4428	5.0385	524	0.7421	0.6870	0.7421	0.8614
0.4428	5.0577	526	0.8344	0.6924	0.8344	0.9134
0.4428	5.0769	528	0.8526	0.6912	0.8526	0.9234
0.4428	5.0962	530	0.8336	0.6633	0.8336	0.9130
0.4428	5.1154	532	0.7426	0.6693	0.7426	0.8617
0.4428	5.1346	534	0.6446	0.7311	0.6446	0.8028
0.4428	5.1538	536	0.5629	0.7532	0.5629	0.7503
0.4428	5.1731	538	0.5487	0.7666	0.5487	0.7407
0.4428	5.1923	540	0.5596	0.7650	0.5596	0.7481
0.4428	5.2115	542	0.5926	0.7639	0.5926	0.7698
0.4428	5.2308	544	0.6854	0.7260	0.6854	0.8279
0.4428	5.25	546	0.7547	0.7011	0.7547	0.8688
0.4428	5.2692	548	0.7640	0.6789	0.7640	0.8740
0.4428	5.2885	550	0.7010	0.7042	0.7010	0.8373
0.4428	5.3077	552	0.6441	0.7185	0.6441	0.8025
0.4428	5.3269	554	0.6049	0.7557	0.6049	0.7777
0.4428	5.3462	556	0.6008	0.7615	0.6008	0.7751
0.4428	5.3654	558	0.6088	0.7543	0.6088	0.7802
0.4428	5.3846	560	0.6096	0.7661	0.6096	0.7808
0.4428	5.4038	562	0.6113	0.7632	0.6113	0.7819
0.4428	5.4231	564	0.6255	0.7438	0.6255	0.7909
0.4428	5.4423	566	0.7025	0.7142	0.7025	0.8382
0.4428	5.4615	568	0.7820	0.6688	0.7820	0.8843
0.4428	5.4808	570	0.8089	0.6697	0.8089	0.8994
0.4428	5.5	572	0.7584	0.6590	0.7584	0.8708
0.4428	5.5192	574	0.6716	0.7112	0.6716	0.8195
0.4428	5.5385	576	0.5870	0.7386	0.5870	0.7661
0.4428	5.5577	578	0.5505	0.7661	0.5505	0.7419
0.4428	5.5769	580	0.5492	0.7646	0.5492	0.7411
0.4428	5.5962	582	0.5620	0.7717	0.5620	0.7497
0.4428	5.6154	584	0.6095	0.7587	0.6095	0.7807
0.4428	5.6346	586	0.7195	0.7322	0.7195	0.8482
0.4428	5.6538	588	0.8608	0.6929	0.8608	0.9278
0.4428	5.6731	590	0.9513	0.6665	0.9513	0.9753
0.4428	5.6923	592	0.9621	0.6792	0.9621	0.9809
0.4428	5.7115	594	0.9343	0.6720	0.9343	0.9666
0.4428	5.7308	596	0.8505	0.6600	0.8505	0.9222
0.4428	5.75	598	0.7724	0.6536	0.7724	0.8789
0.4428	5.7692	600	0.7225	0.6940	0.7225	0.8500
0.4428	5.7885	602	0.7226	0.7057	0.7226	0.8500
0.4428	5.8077	604	0.7606	0.7018	0.7606	0.8721
0.4428	5.8269	606	0.8467	0.6392	0.8467	0.9202
0.4428	5.8462	608	0.8665	0.6560	0.8665	0.9309
0.4428	5.8654	610	0.8558	0.6457	0.8558	0.9251
0.4428	5.8846	612	0.8060	0.6395	0.8060	0.8978
0.4428	5.9038	614	0.8005	0.6395	0.8005	0.8947
0.4428	5.9231	616	0.7960	0.6467	0.7960	0.8922
0.4428	5.9423	618	0.7771	0.6659	0.7771	0.8815
0.4428	5.9615	620	0.7508	0.6839	0.7508	0.8665
0.4428	5.9808	622	0.7425	0.6805	0.7425	0.8617
0.4428	6.0	624	0.7148	0.6803	0.7148	0.8454
0.4428	6.0192	626	0.7236	0.6803	0.7236	0.8507
0.4428	6.0385	628	0.7559	0.6662	0.7559	0.8694
0.4428	6.0577	630	0.7642	0.6616	0.7642	0.8742
0.4428	6.0769	632	0.7900	0.6388	0.7900	0.8888
0.4428	6.0962	634	0.7959	0.6388	0.7959	0.8921
0.4428	6.1154	636	0.7585	0.6850	0.7585	0.8709
0.4428	6.1346	638	0.6995	0.7203	0.6995	0.8364
0.4428	6.1538	640	0.6473	0.7321	0.6473	0.8046
0.4428	6.1731	642	0.6053	0.7260	0.6053	0.7780
0.4428	6.1923	644	0.5921	0.7353	0.5921	0.7695
0.4428	6.2115	646	0.6158	0.7445	0.6158	0.7847
0.4428	6.2308	648	0.6669	0.7223	0.6669	0.8166
0.4428	6.25	650	0.6651	0.7289	0.6651	0.8156
0.4428	6.2692	652	0.6541	0.7397	0.6541	0.8088
0.4428	6.2885	654	0.6840	0.7104	0.6840	0.8271
0.4428	6.3077	656	0.6989	0.7006	0.6989	0.8360
0.4428	6.3269	658	0.7438	0.6992	0.7438	0.8624
0.4428	6.3462	660	0.7291	0.7052	0.7291	0.8539
0.4428	6.3654	662	0.7202	0.7021	0.7202	0.8487
0.4428	6.3846	664	0.7367	0.7056	0.7367	0.8583
0.4428	6.4038	666	0.6972	0.7035	0.6972	0.8350
0.4428	6.4231	668	0.6638	0.7080	0.6638	0.8147
0.4428	6.4423	670	0.6541	0.7114	0.6541	0.8087
0.4428	6.4615	672	0.6565	0.7045	0.6565	0.8102
0.4428	6.4808	674	0.6599	0.7000	0.6599	0.8123
0.4428	6.5	676	0.6615	0.6990	0.6615	0.8133
0.4428	6.5192	678	0.6748	0.6990	0.6748	0.8215
0.4428	6.5385	680	0.7233	0.6987	0.7233	0.8504
0.4428	6.5577	682	0.7292	0.6777	0.7292	0.8540
0.4428	6.5769	684	0.6893	0.7077	0.6893	0.8302
0.4428	6.5962	686	0.6799	0.7260	0.6799	0.8246
0.4428	6.6154	688	0.6625	0.7265	0.6625	0.8139
0.4428	6.6346	690	0.6537	0.7307	0.6537	0.8085
0.4428	6.6538	692	0.6216	0.7250	0.6216	0.7884
0.4428	6.6731	694	0.6103	0.7530	0.6103	0.7812
0.4428	6.6923	696	0.5851	0.7562	0.5851	0.7649
0.4428	6.7115	698	0.5744	0.7555	0.5744	0.7579
0.4428	6.7308	700	0.5766	0.7486	0.5766	0.7593
0.4428	6.75	702	0.5792	0.7465	0.5792	0.7610
0.4428	6.7692	704	0.5943	0.7392	0.5943	0.7709
0.4428	6.7885	706	0.6296	0.6993	0.6296	0.7935
0.4428	6.8077	708	0.7011	0.6908	0.7011	0.8373
0.4428	6.8269	710	0.7471	0.6538	0.7471	0.8643
0.4428	6.8462	712	0.7299	0.6908	0.7299	0.8543
0.4428	6.8654	714	0.6664	0.7153	0.6664	0.8163
0.4428	6.8846	716	0.6056	0.7548	0.6056	0.7782
0.4428	6.9038	718	0.5693	0.7591	0.5693	0.7545
0.4428	6.9231	720	0.5609	0.7498	0.5609	0.7489
0.4428	6.9423	722	0.5731	0.7548	0.5731	0.7571
0.4428	6.9615	724	0.6177	0.7235	0.6177	0.7860
0.4428	6.9808	726	0.7052	0.7097	0.7052	0.8397
0.4428	7.0	728	0.8414	0.6972	0.8414	0.9173
0.4428	7.0192	730	0.9719	0.6761	0.9719	0.9858
0.4428	7.0385	732	1.0414	0.6528	1.0414	1.0205
0.4428	7.0577	734	1.0340	0.6586	1.0340	1.0169
0.4428	7.0769	736	0.9536	0.6679	0.9536	0.9765
0.4428	7.0962	738	0.8629	0.7016	0.8629	0.9289
0.4428	7.1154	740	0.7807	0.6986	0.7807	0.8836
0.4428	7.1346	742	0.7340	0.6704	0.7340	0.8567
0.4428	7.1538	744	0.7061	0.6652	0.7061	0.8403
0.4428	7.1731	746	0.6780	0.6916	0.6780	0.8234
0.4428	7.1923	748	0.6849	0.6929	0.6849	0.8276
0.4428	7.2115	750	0.7213	0.6501	0.7213	0.8493
0.4428	7.2308	752	0.7809	0.6764	0.7809	0.8837
0.4428	7.25	754	0.8334	0.6730	0.8334	0.9129
0.4428	7.2692	756	0.8614	0.6671	0.8614	0.9281
0.4428	7.2885	758	0.8565	0.6746	0.8565	0.9255
0.4428	7.3077	760	0.8335	0.6746	0.8335	0.9129
0.4428	7.3269	762	0.7926	0.6738	0.7926	0.8903
0.4428	7.3462	764	0.7249	0.6939	0.7249	0.8514
0.4428	7.3654	766	0.6741	0.7001	0.6741	0.8211
0.4428	7.3846	768	0.6437	0.6947	0.6437	0.8023
0.4428	7.4038	770	0.6476	0.6947	0.6476	0.8047
0.4428	7.4231	772	0.6822	0.6989	0.6822	0.8259
0.4428	7.4423	774	0.7285	0.6927	0.7285	0.8535
0.4428	7.4615	776	0.7524	0.6992	0.7524	0.8674
0.4428	7.4808	778	0.7520	0.6926	0.7520	0.8672
0.4428	7.5	780	0.7518	0.6773	0.7518	0.8671
0.4428	7.5192	782	0.7410	0.6783	0.7410	0.8608
0.4428	7.5385	784	0.7372	0.6719	0.7372	0.8586
0.4428	7.5577	786	0.7143	0.6737	0.7143	0.8452
0.4428	7.5769	788	0.7122	0.6737	0.7122	0.8439
0.4428	7.5962	790	0.7148	0.6737	0.7148	0.8454
0.4428	7.6154	792	0.7382	0.6896	0.7382	0.8592
0.4428	7.6346	794	0.7548	0.6702	0.7548	0.8688
0.4428	7.6538	796	0.7881	0.6686	0.7881	0.8878
0.4428	7.6731	798	0.8405	0.6778	0.8405	0.9168
0.4428	7.6923	800	0.9023	0.6896	0.9023	0.9499
0.4428	7.7115	802	0.9227	0.6881	0.9227	0.9606
0.4428	7.7308	804	0.9204	0.6907	0.9204	0.9594
0.4428	7.75	806	0.9184	0.6907	0.9184	0.9583
0.4428	7.7692	808	0.8829	0.6912	0.8829	0.9396
0.4428	7.7885	810	0.8653	0.6748	0.8653	0.9302
0.4428	7.8077	812	0.8642	0.6764	0.8642	0.9296
0.4428	7.8269	814	0.8411	0.6704	0.8411	0.9171
0.4428	7.8462	816	0.8092	0.6695	0.8092	0.8996
0.4428	7.8654	818	0.7867	0.6695	0.7867	0.8870
0.4428	7.8846	820	0.7566	0.6695	0.7566	0.8699
0.4428	7.9038	822	0.7449	0.6633	0.7449	0.8631
0.4428	7.9231	824	0.7171	0.6754	0.7171	0.8468
0.4428	7.9423	826	0.6804	0.6805	0.6804	0.8249
0.4428	7.9615	828	0.6459	0.7171	0.6459	0.8037
0.4428	7.9808	830	0.6284	0.7365	0.6284	0.7927
0.4428	8.0	832	0.6264	0.7365	0.6264	0.7915
0.4428	8.0192	834	0.6200	0.7488	0.6200	0.7874
0.4428	8.0385	836	0.6227	0.7365	0.6227	0.7891
0.4428	8.0577	838	0.6414	0.7214	0.6414	0.8009
0.4428	8.0769	840	0.6730	0.6805	0.6730	0.8204
0.4428	8.0962	842	0.7250	0.6809	0.7250	0.8515
0.4428	8.1154	844	0.7643	0.6877	0.7643	0.8743
0.4428	8.1346	846	0.7816	0.6566	0.7816	0.8841
0.4428	8.1538	848	0.7638	0.6733	0.7638	0.8740
0.4428	8.1731	850	0.7234	0.6747	0.7234	0.8505
0.4428	8.1923	852	0.6847	0.6974	0.6847	0.8275
0.4428	8.2115	854	0.6523	0.7166	0.6523	0.8076
0.4428	8.2308	856	0.6305	0.7143	0.6305	0.7940
0.4428	8.25	858	0.6235	0.7188	0.6235	0.7896
0.4428	8.2692	860	0.6195	0.7323	0.6195	0.7871
0.4428	8.2885	862	0.6321	0.7285	0.6321	0.7950
0.4428	8.3077	864	0.6556	0.7100	0.6556	0.8097
0.4428	8.3269	866	0.6939	0.6758	0.6939	0.8330
0.4428	8.3462	868	0.7155	0.6812	0.7155	0.8459
0.4428	8.3654	870	0.7380	0.6909	0.7380	0.8590
0.4428	8.3846	872	0.7356	0.6909	0.7356	0.8577
0.4428	8.4038	874	0.7072	0.6740	0.7072	0.8409
0.4428	8.4231	876	0.6698	0.6934	0.6698	0.8184
0.4428	8.4423	878	0.6470	0.7258	0.6470	0.8044
0.4428	8.4615	880	0.6339	0.7219	0.6339	0.7961
0.4428	8.4808	882	0.6322	0.7188	0.6322	0.7951
0.4428	8.5	884	0.6370	0.7188	0.6370	0.7981
0.4428	8.5192	886	0.6443	0.7227	0.6443	0.8027
0.4428	8.5385	888	0.6472	0.7227	0.6472	0.8045
0.4428	8.5577	890	0.6594	0.7222	0.6594	0.8120
0.4428	8.5769	892	0.6734	0.7020	0.6734	0.8206
0.4428	8.5962	894	0.6810	0.7020	0.6810	0.8252
0.4428	8.6154	896	0.6888	0.7020	0.6888	0.8299
0.4428	8.6346	898	0.7011	0.6823	0.7011	0.8373
0.4428	8.6538	900	0.7036	0.6823	0.7036	0.8388
0.4428	8.6731	902	0.7018	0.6823	0.7018	0.8377
0.4428	8.6923	904	0.6980	0.6823	0.6980	0.8355
0.4428	8.7115	906	0.7067	0.6823	0.7067	0.8407
0.4428	8.7308	908	0.7061	0.6823	0.7061	0.8403
0.4428	8.75	910	0.7120	0.6765	0.7120	0.8438
0.4428	8.7692	912	0.7018	0.6765	0.7018	0.8377
0.4428	8.7885	914	0.7014	0.6765	0.7014	0.8375
0.4428	8.8077	916	0.7150	0.6765	0.7150	0.8456
0.4428	8.8269	918	0.7316	0.6809	0.7316	0.8553
0.4428	8.8462	920	0.7360	0.6809	0.7360	0.8579
0.4428	8.8654	922	0.7307	0.6827	0.7307	0.8548
0.4428	8.8846	924	0.7203	0.6765	0.7203	0.8487
0.4428	8.9038	926	0.7143	0.6765	0.7143	0.8452
0.4428	8.9231	928	0.7111	0.6674	0.7111	0.8433
0.4428	8.9423	930	0.7026	0.6674	0.7026	0.8382
0.4428	8.9615	932	0.7008	0.6674	0.7008	0.8371
0.4428	8.9808	934	0.6972	0.6674	0.6972	0.8350
0.4428	9.0	936	0.6947	0.6664	0.6947	0.8335
0.4428	9.0192	938	0.6973	0.6664	0.6973	0.8350
0.4428	9.0385	940	0.7053	0.6674	0.7053	0.8398
0.4428	9.0577	942	0.7251	0.6765	0.7251	0.8515
0.4428	9.0769	944	0.7532	0.6827	0.7532	0.8679
0.4428	9.0962	946	0.7783	0.6695	0.7783	0.8822
0.4428	9.1154	948	0.7988	0.6695	0.7988	0.8938
0.4428	9.1346	950	0.7991	0.6695	0.7991	0.8939
0.4428	9.1538	952	0.7950	0.6695	0.7950	0.8916
0.4428	9.1731	954	0.7896	0.6695	0.7896	0.8886
0.4428	9.1923	956	0.7843	0.6695	0.7843	0.8856
0.4428	9.2115	958	0.7809	0.6695	0.7809	0.8837
0.4428	9.2308	960	0.7708	0.6633	0.7708	0.8780
0.4428	9.25	962	0.7609	0.6809	0.7609	0.8723
0.4428	9.2692	964	0.7554	0.6809	0.7554	0.8692
0.4428	9.2885	966	0.7502	0.6809	0.7502	0.8661
0.4428	9.3077	968	0.7439	0.6809	0.7439	0.8625
0.4428	9.3269	970	0.7392	0.6798	0.7392	0.8598
0.4428	9.3462	972	0.7352	0.6798	0.7352	0.8574
0.4428	9.3654	974	0.7288	0.6816	0.7288	0.8537
0.4428	9.3846	976	0.7282	0.6798	0.7282	0.8534
0.4428	9.4038	978	0.7222	0.6816	0.7222	0.8498
0.4428	9.4231	980	0.7202	0.6816	0.7202	0.8487
0.4428	9.4423	982	0.7215	0.6816	0.7215	0.8494
0.4428	9.4615	984	0.7232	0.6798	0.7232	0.8504
0.4428	9.4808	986	0.7263	0.6798	0.7263	0.8522
0.4428	9.5	988	0.7317	0.6798	0.7317	0.8554
0.4428	9.5192	990	0.7342	0.6798	0.7342	0.8569
0.4428	9.5385	992	0.7327	0.6798	0.7327	0.8560
0.4428	9.5577	994	0.7268	0.6798	0.7268	0.8525
0.4428	9.5769	996	0.7278	0.6798	0.7278	0.8531
0.4428	9.5962	998	0.7311	0.6798	0.7311	0.8550
0.0725	9.6154	1000	0.7328	0.6798	0.7328	0.8560
0.0725	9.6346	1002	0.7371	0.6798	0.7371	0.8585
0.0725	9.6538	1004	0.7434	0.6798	0.7434	0.8622
0.0725	9.6731	1006	0.7457	0.6798	0.7457	0.8635
0.0725	9.6923	1008	0.7449	0.6798	0.7449	0.8631
0.0725	9.7115	1010	0.7423	0.6798	0.7423	0.8615
0.0725	9.7308	1012	0.7391	0.6798	0.7391	0.8597
0.0725	9.75	1014	0.7376	0.6798	0.7376	0.8588
0.0725	9.7692	1016	0.7360	0.6798	0.7360	0.8579
0.0725	9.7885	1018	0.7347	0.6798	0.7347	0.8572
0.0725	9.8077	1020	0.7330	0.6798	0.7330	0.8561
0.0725	9.8269	1022	0.7306	0.6798	0.7306	0.8548
0.0725	9.8462	1024	0.7306	0.6798	0.7306	0.8547
0.0725	9.8654	1026	0.7324	0.6798	0.7324	0.8558
0.0725	9.8846	1028	0.7343	0.6798	0.7343	0.8569
0.0725	9.9038	1030	0.7362	0.6798	0.7362	0.8580
0.0725	9.9231	1032	0.7384	0.6798	0.7384	0.8593
0.0725	9.9423	1034	0.7400	0.6798	0.7400	0.8603
0.0725	9.9615	1036	0.7406	0.6798	0.7406	0.8606
0.0725	9.9808	1038	0.7405	0.6798	0.7405	0.8605
0.0725	10.0	1040	0.7403	0.6798	0.7403	0.8604

Framework versions

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