ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k14_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: 0.8090
• Qwk: 0.6532
• Mse: 0.8090
• Rmse: 0.8994

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	0.025	2	5.2061	-0.0124	5.2061	2.2817
No log	0.05	4	3.3593	0.0724	3.3593	1.8328
No log	0.075	6	1.9447	0.1061	1.9447	1.3945
No log	0.1	8	1.5292	0.0179	1.5292	1.2366
No log	0.125	10	1.3307	0.1672	1.3307	1.1536
No log	0.15	12	1.2620	0.1301	1.2620	1.1234
No log	0.175	14	1.4476	0.0782	1.4476	1.2031
No log	0.2	16	1.5179	0.1257	1.5179	1.2320
No log	0.225	18	1.4923	0.1097	1.4923	1.2216
No log	0.25	20	1.3029	0.1909	1.3029	1.1414
No log	0.275	22	1.1904	0.3028	1.1904	1.0911
No log	0.3	24	1.1396	0.3806	1.1396	1.0675
No log	0.325	26	1.1513	0.3797	1.1513	1.0730
No log	0.35	28	1.5608	0.3117	1.5608	1.2493
No log	0.375	30	2.3656	0.1747	2.3656	1.5381
No log	0.4	32	2.3885	0.1614	2.3885	1.5455
No log	0.425	34	2.9267	0.0954	2.9267	1.7108
No log	0.45	36	2.2019	0.1823	2.2019	1.4839
No log	0.475	38	1.0642	0.4213	1.0642	1.0316
No log	0.5	40	1.2242	0.4527	1.2242	1.1064
No log	0.525	42	1.4362	0.3955	1.4362	1.1984
No log	0.55	44	1.1785	0.4472	1.1785	1.0856
No log	0.575	46	0.9364	0.4600	0.9364	0.9677
No log	0.6	48	1.8260	0.2436	1.8260	1.3513
No log	0.625	50	2.2170	0.2203	2.2170	1.4890
No log	0.65	52	1.8236	0.2226	1.8236	1.3504
No log	0.675	54	1.3696	0.2044	1.3696	1.1703
No log	0.7	56	1.1458	0.2544	1.1458	1.0704
No log	0.725	58	1.0275	0.3765	1.0275	1.0136
No log	0.75	60	1.0351	0.3505	1.0351	1.0174
No log	0.775	62	1.0175	0.3955	1.0175	1.0087
No log	0.8	64	0.9718	0.4052	0.9718	0.9858
No log	0.825	66	1.1283	0.3215	1.1283	1.0622
No log	0.85	68	1.5220	0.3000	1.5220	1.2337
No log	0.875	70	1.8217	0.2229	1.8217	1.3497
No log	0.9	72	1.5627	0.3130	1.5627	1.2501
No log	0.925	74	0.9490	0.5107	0.9490	0.9742
No log	0.95	76	0.8358	0.6005	0.8358	0.9142
No log	0.975	78	0.9435	0.6185	0.9435	0.9713
No log	1.0	80	0.9478	0.5963	0.9478	0.9735
No log	1.025	82	0.8929	0.6211	0.8929	0.9449
No log	1.05	84	1.4449	0.4308	1.4449	1.2020
No log	1.075	86	1.9478	0.3709	1.9478	1.3956
No log	1.1	88	1.6931	0.3787	1.6931	1.3012
No log	1.125	90	1.4533	0.4514	1.4533	1.2055
No log	1.15	92	1.0407	0.5131	1.0407	1.0202
No log	1.175	94	1.0833	0.5520	1.0833	1.0408
No log	1.2	96	0.8804	0.5866	0.8804	0.9383
No log	1.225	98	0.7904	0.6662	0.7904	0.8890
No log	1.25	100	0.7015	0.6884	0.7015	0.8375
No log	1.275	102	0.6581	0.6841	0.6581	0.8112
No log	1.3	104	0.7406	0.7153	0.7406	0.8606
No log	1.325	106	0.9380	0.7017	0.9380	0.9685
No log	1.35	108	1.0938	0.6466	1.0938	1.0459
No log	1.375	110	0.8331	0.7255	0.8331	0.9128
No log	1.4	112	0.7146	0.7401	0.7146	0.8454
No log	1.425	114	0.8119	0.6868	0.8119	0.9011
No log	1.45	116	0.7309	0.7008	0.7309	0.8549
No log	1.475	118	0.6831	0.7138	0.6831	0.8265
No log	1.5	120	1.1867	0.6448	1.1867	1.0894
No log	1.525	122	1.5063	0.5958	1.5063	1.2273
No log	1.55	124	1.2809	0.6049	1.2809	1.1318
No log	1.575	126	0.8896	0.6832	0.8896	0.9432
No log	1.6	128	0.7033	0.7058	0.7033	0.8386
No log	1.625	130	0.8864	0.6918	0.8864	0.9415
No log	1.65	132	0.8293	0.6748	0.8293	0.9106
No log	1.675	134	0.6550	0.7100	0.6550	0.8093
No log	1.7	136	0.7590	0.6829	0.7590	0.8712
No log	1.725	138	0.8757	0.6303	0.8757	0.9358
No log	1.75	140	0.8488	0.6345	0.8488	0.9213
No log	1.775	142	0.9473	0.6378	0.9473	0.9733
No log	1.8	144	1.0445	0.6518	1.0445	1.0220
No log	1.825	146	0.9843	0.6434	0.9843	0.9921
No log	1.85	148	0.9007	0.6758	0.9007	0.9491
No log	1.875	150	0.8036	0.6863	0.8036	0.8964
No log	1.9	152	0.7444	0.6610	0.7444	0.8628
No log	1.925	154	0.7502	0.6924	0.7502	0.8661
No log	1.95	156	0.7515	0.6900	0.7515	0.8669
No log	1.975	158	0.8058	0.6709	0.8058	0.8976
No log	2.0	160	0.8719	0.6405	0.8719	0.9337
No log	2.025	162	0.7800	0.6424	0.7800	0.8832
No log	2.05	164	0.6712	0.6523	0.6712	0.8193
No log	2.075	166	0.6647	0.6920	0.6647	0.8153
No log	2.1	168	0.8144	0.6619	0.8144	0.9024
No log	2.125	170	0.7886	0.6986	0.7886	0.8880
No log	2.15	172	0.7298	0.7264	0.7298	0.8543
No log	2.175	174	1.0665	0.6798	1.0665	1.0327
No log	2.2	176	1.4385	0.6031	1.4385	1.1994
No log	2.225	178	1.3889	0.6070	1.3889	1.1785
No log	2.25	180	1.1401	0.6619	1.1401	1.0678
No log	2.275	182	0.8894	0.7050	0.8894	0.9431
No log	2.3	184	0.8003	0.7086	0.8003	0.8946
No log	2.325	186	0.8259	0.6831	0.8259	0.9088
No log	2.35	188	0.8397	0.6662	0.8397	0.9164
No log	2.375	190	0.7620	0.6950	0.7620	0.8729
No log	2.4	192	0.6481	0.7248	0.6481	0.8050
No log	2.425	194	0.7139	0.7064	0.7139	0.8450
No log	2.45	196	0.7670	0.7197	0.7670	0.8758
No log	2.475	198	0.7775	0.7141	0.7775	0.8818
No log	2.5	200	0.6739	0.6850	0.6739	0.8209
No log	2.525	202	0.6753	0.6857	0.6753	0.8217
No log	2.55	204	0.8601	0.6665	0.8601	0.9274
No log	2.575	206	0.9327	0.6493	0.9327	0.9658
No log	2.6	208	1.0601	0.6396	1.0601	1.0296
No log	2.625	210	0.9363	0.6474	0.9363	0.9676
No log	2.65	212	0.7964	0.6401	0.7964	0.8924
No log	2.675	214	0.7701	0.6653	0.7701	0.8776
No log	2.7	216	0.7905	0.6513	0.7905	0.8891
No log	2.725	218	0.9790	0.6363	0.9790	0.9895
No log	2.75	220	1.2393	0.5819	1.2393	1.1133
No log	2.775	222	1.2139	0.5924	1.2139	1.1018
No log	2.8	224	0.9976	0.6264	0.9976	0.9988
No log	2.825	226	0.9365	0.6192	0.9365	0.9677
No log	2.85	228	0.9363	0.6192	0.9363	0.9676
No log	2.875	230	0.9425	0.6104	0.9425	0.9708
No log	2.9	232	1.0821	0.5953	1.0821	1.0402
No log	2.925	234	1.1507	0.5961	1.1507	1.0727
No log	2.95	236	1.1736	0.5908	1.1736	1.0833
No log	2.975	238	1.1369	0.6019	1.1369	1.0663
No log	3.0	240	1.3119	0.5807	1.3119	1.1454
No log	3.025	242	1.2847	0.6028	1.2847	1.1335
No log	3.05	244	1.3595	0.5809	1.3595	1.1660
No log	3.075	246	1.6009	0.5379	1.6009	1.2653
No log	3.1	248	1.5762	0.5408	1.5762	1.2555
No log	3.125	250	1.3296	0.5746	1.3296	1.1531
No log	3.15	252	1.1016	0.6184	1.1016	1.0496
No log	3.175	254	1.2034	0.6022	1.2034	1.0970
No log	3.2	256	1.1546	0.6136	1.1546	1.0745
No log	3.225	258	1.2108	0.6136	1.2108	1.1004
No log	3.25	260	1.1957	0.6161	1.1957	1.0935
No log	3.275	262	1.1055	0.6242	1.1055	1.0514
No log	3.3	264	1.1895	0.6250	1.1895	1.0907
No log	3.325	266	1.1627	0.6250	1.1627	1.0783
No log	3.35	268	1.0928	0.6283	1.0928	1.0454
No log	3.375	270	1.0028	0.6369	1.0028	1.0014
No log	3.4	272	0.8410	0.6072	0.8410	0.9171
No log	3.425	274	0.8054	0.6070	0.8054	0.8975
No log	3.45	276	0.7775	0.6232	0.7775	0.8818
No log	3.475	278	0.8056	0.6185	0.8056	0.8975
No log	3.5	280	0.9730	0.5907	0.9730	0.9864
No log	3.525	282	1.0337	0.6125	1.0337	1.0167
No log	3.55	284	1.0607	0.6369	1.0607	1.0299
No log	3.575	286	1.2103	0.6074	1.2103	1.1001
No log	3.6	288	1.1923	0.6052	1.1923	1.0919
No log	3.625	290	1.0642	0.6131	1.0642	1.0316
No log	3.65	292	0.9578	0.6227	0.9578	0.9787
No log	3.675	294	1.0534	0.6049	1.0534	1.0264
No log	3.7	296	1.0352	0.6124	1.0352	1.0174
No log	3.725	298	0.9300	0.6456	0.9300	0.9644
No log	3.75	300	0.8491	0.6582	0.8491	0.9215
No log	3.775	302	0.7955	0.6447	0.7955	0.8919
No log	3.8	304	0.7619	0.6912	0.7619	0.8729
No log	3.825	306	0.7834	0.6815	0.7834	0.8851
No log	3.85	308	0.7260	0.7144	0.7260	0.8520
No log	3.875	310	0.6802	0.7546	0.6802	0.8247
No log	3.9	312	0.6813	0.7352	0.6813	0.8254
No log	3.925	314	0.7311	0.6997	0.7311	0.8550
No log	3.95	316	0.7641	0.6832	0.7641	0.8741
No log	3.975	318	0.9193	0.6351	0.9193	0.9588
No log	4.0	320	1.0331	0.6313	1.0331	1.0164
No log	4.025	322	0.9621	0.6332	0.9621	0.9808
No log	4.05	324	0.8332	0.6671	0.8332	0.9128
No log	4.075	326	0.8025	0.6825	0.8025	0.8958
No log	4.1	328	0.7163	0.7322	0.7163	0.8464
No log	4.125	330	0.6990	0.7313	0.6990	0.8361
No log	4.15	332	0.7334	0.7264	0.7334	0.8564
No log	4.175	334	0.8471	0.6746	0.8471	0.9204
No log	4.2	336	0.8869	0.6681	0.8869	0.9418
No log	4.225	338	0.8994	0.6531	0.8994	0.9484
No log	4.25	340	0.8777	0.6493	0.8777	0.9369
No log	4.275	342	0.9210	0.6352	0.9210	0.9597
No log	4.3	344	0.8850	0.6365	0.8850	0.9407
No log	4.325	346	0.8255	0.6305	0.8255	0.9086
No log	4.35	348	0.8190	0.6285	0.8190	0.9050
No log	4.375	350	0.7626	0.6388	0.7626	0.8732
No log	4.4	352	0.8071	0.6468	0.8071	0.8984
No log	4.425	354	0.8660	0.6660	0.8660	0.9306
No log	4.45	356	1.0023	0.6568	1.0023	1.0012
No log	4.475	358	1.0483	0.6450	1.0483	1.0239
No log	4.5	360	1.1584	0.6314	1.1584	1.0763
No log	4.525	362	1.1098	0.6326	1.1098	1.0535
No log	4.55	364	0.9172	0.6384	0.9172	0.9577
No log	4.575	366	0.7422	0.6988	0.7422	0.8615
No log	4.6	368	0.6756	0.7441	0.6756	0.8220
No log	4.625	370	0.7053	0.7208	0.7053	0.8398
No log	4.65	372	0.8720	0.6575	0.8720	0.9338
No log	4.675	374	1.1172	0.6106	1.1172	1.0570
No log	4.7	376	1.2315	0.6210	1.2315	1.1097
No log	4.725	378	1.2786	0.6160	1.2786	1.1308
No log	4.75	380	1.3113	0.6160	1.3113	1.1451
No log	4.775	382	1.3396	0.6088	1.3396	1.1574
No log	4.8	384	1.2381	0.6168	1.2381	1.1127
No log	4.825	386	1.1003	0.6403	1.1003	1.0490
No log	4.85	388	0.9152	0.6524	0.9152	0.9567
No log	4.875	390	0.8422	0.6731	0.8422	0.9177
No log	4.9	392	0.7998	0.6890	0.7998	0.8943
No log	4.925	394	0.8721	0.6946	0.8721	0.9338
No log	4.95	396	1.0589	0.6711	1.0589	1.0290
No log	4.975	398	1.1279	0.6649	1.1279	1.0620
No log	5.0	400	1.0409	0.6653	1.0409	1.0202
No log	5.025	402	0.9831	0.6636	0.9831	0.9915
No log	5.05	404	0.8966	0.6692	0.8966	0.9469
No log	5.075	406	0.8629	0.6701	0.8629	0.9289
No log	5.1	408	0.7828	0.6723	0.7828	0.8848
No log	5.125	410	0.7780	0.6723	0.7780	0.8820
No log	5.15	412	0.8052	0.6723	0.8052	0.8973
No log	5.175	414	0.7624	0.6793	0.7624	0.8731
No log	5.2	416	0.8173	0.6839	0.8173	0.9041
No log	5.225	418	0.9256	0.6580	0.9256	0.9621
No log	5.25	420	1.0024	0.6561	1.0024	1.0012
No log	5.275	422	0.9367	0.6589	0.9367	0.9678
No log	5.3	424	0.9458	0.6551	0.9458	0.9725
No log	5.325	426	0.9147	0.6508	0.9147	0.9564
No log	5.35	428	0.9013	0.6417	0.9013	0.9494
No log	5.375	430	0.8848	0.6385	0.8848	0.9406
No log	5.4	432	0.8478	0.6452	0.8478	0.9208
No log	5.425	434	0.8106	0.6469	0.8106	0.9004
No log	5.45	436	0.8592	0.6220	0.8592	0.9269
No log	5.475	438	0.9589	0.6290	0.9589	0.9792
No log	5.5	440	1.0822	0.6259	1.0822	1.0403
No log	5.525	442	1.1422	0.6251	1.1422	1.0687
No log	5.55	444	1.2198	0.5956	1.2198	1.1045
No log	5.575	446	1.1215	0.6251	1.1215	1.0590
No log	5.6	448	0.9577	0.6440	0.9577	0.9786
No log	5.625	450	0.7978	0.6693	0.7978	0.8932
No log	5.65	452	0.7136	0.6826	0.7136	0.8447
No log	5.675	454	0.7252	0.6786	0.7252	0.8516
No log	5.7	456	0.8079	0.6647	0.8079	0.8988
No log	5.725	458	0.9402	0.6429	0.9402	0.9696
No log	5.75	460	0.9701	0.6302	0.9701	0.9849
No log	5.775	462	0.9188	0.6376	0.9188	0.9586
No log	5.8	464	0.8405	0.6410	0.8405	0.9168
No log	5.825	466	0.7676	0.6824	0.7676	0.8761
No log	5.85	468	0.7334	0.6867	0.7334	0.8564
No log	5.875	470	0.7543	0.6895	0.7543	0.8685
No log	5.9	472	0.7737	0.6932	0.7737	0.8796
No log	5.925	474	0.8672	0.6584	0.8672	0.9312
No log	5.95	476	0.9803	0.6545	0.9803	0.9901
No log	5.975	478	0.9572	0.6545	0.9572	0.9784
No log	6.0	480	0.8523	0.6578	0.8523	0.9232
No log	6.025	482	0.7955	0.6667	0.7955	0.8919
No log	6.05	484	0.7612	0.6849	0.7612	0.8725
No log	6.075	486	0.7777	0.6669	0.7777	0.8819
No log	6.1	488	0.7626	0.6797	0.7626	0.8733
No log	6.125	490	0.7350	0.6756	0.7350	0.8573
No log	6.15	492	0.7203	0.6819	0.7203	0.8487
No log	6.175	494	0.7464	0.6909	0.7464	0.8640
No log	6.2	496	0.8836	0.6443	0.8836	0.9400
No log	6.225	498	1.0994	0.6278	1.0994	1.0485
0.4811	6.25	500	1.1839	0.6279	1.1839	1.0881
0.4811	6.275	502	1.1069	0.6386	1.1069	1.0521
0.4811	6.3	504	0.9641	0.6479	0.9641	0.9819
0.4811	6.325	506	0.8980	0.6404	0.8980	0.9476
0.4811	6.35	508	0.8509	0.6598	0.8509	0.9224
0.4811	6.375	510	0.8447	0.6528	0.8447	0.9191
0.4811	6.4	512	0.8558	0.6410	0.8558	0.9251
0.4811	6.425	514	0.9213	0.625	0.9213	0.9598
0.4811	6.45	516	0.9019	0.625	0.9019	0.9497
0.4811	6.475	518	0.8323	0.6399	0.8323	0.9123
0.4811	6.5	520	0.7732	0.6623	0.7732	0.8793
0.4811	6.525	522	0.7809	0.6623	0.7809	0.8837
0.4811	6.55	524	0.7998	0.6651	0.7998	0.8943
0.4811	6.575	526	0.8424	0.6438	0.8424	0.9178
0.4811	6.6	528	0.9948	0.6310	0.9948	0.9974
0.4811	6.625	530	1.1903	0.6215	1.1903	1.0910
0.4811	6.65	532	1.2501	0.5957	1.2501	1.1181
0.4811	6.675	534	1.1602	0.6200	1.1602	1.0771
0.4811	6.7	536	1.0038	0.6230	1.0038	1.0019
0.4811	6.725	538	0.9298	0.6323	0.9298	0.9643
0.4811	6.75	540	0.8923	0.6276	0.8923	0.9446
0.4811	6.775	542	0.9034	0.6003	0.9034	0.9505
0.4811	6.8	544	0.9350	0.6003	0.9350	0.9669
0.4811	6.825	546	0.9301	0.6006	0.9301	0.9644
0.4811	6.85	548	0.9542	0.6179	0.9542	0.9769
0.4811	6.875	550	1.0133	0.6167	1.0133	1.0066
0.4811	6.9	552	1.0011	0.6174	1.0011	1.0005
0.4811	6.925	554	0.9352	0.6497	0.9352	0.9670
0.4811	6.95	556	0.8869	0.6616	0.8869	0.9417
0.4811	6.975	558	0.8660	0.6778	0.8660	0.9306
0.4811	7.0	560	0.8675	0.6769	0.8675	0.9314
0.4811	7.025	562	0.9519	0.6586	0.9519	0.9757
0.4811	7.05	564	1.1054	0.6220	1.1054	1.0514
0.4811	7.075	566	1.2092	0.6149	1.2092	1.0996
0.4811	7.1	568	1.2818	0.5964	1.2818	1.1322
0.4811	7.125	570	1.2636	0.5964	1.2636	1.1241
0.4811	7.15	572	1.1384	0.6227	1.1384	1.0670
0.4811	7.175	574	0.9579	0.6417	0.9579	0.9787
0.4811	7.2	576	0.8704	0.6576	0.8704	0.9329
0.4811	7.225	578	0.8353	0.6695	0.8353	0.9139
0.4811	7.25	580	0.8657	0.6551	0.8657	0.9304
0.4811	7.275	582	0.9664	0.6228	0.9664	0.9830
0.4811	7.3	584	1.1062	0.6142	1.1062	1.0518
0.4811	7.325	586	1.1527	0.5981	1.1527	1.0737
0.4811	7.35	588	1.0939	0.6058	1.0939	1.0459
0.4811	7.375	590	1.0339	0.6048	1.0339	1.0168
0.4811	7.4	592	0.9624	0.6241	0.9624	0.9810
0.4811	7.425	594	0.8727	0.6323	0.8727	0.9342
0.4811	7.45	596	0.7737	0.6488	0.7737	0.8796
0.4811	7.475	598	0.7660	0.6488	0.7660	0.8752
0.4811	7.5	600	0.8048	0.6492	0.8048	0.8971
0.4811	7.525	602	0.8925	0.6282	0.8925	0.9447
0.4811	7.55	604	0.9844	0.6174	0.9844	0.9921
0.4811	7.575	606	0.9968	0.6174	0.9968	0.9984
0.4811	7.6	608	0.9663	0.6187	0.9663	0.9830
0.4811	7.625	610	0.8981	0.6537	0.8981	0.9477
0.4811	7.65	612	0.8590	0.6550	0.8590	0.9268
0.4811	7.675	614	0.8420	0.6473	0.8420	0.9176
0.4811	7.7	616	0.8743	0.6385	0.8743	0.9350
0.4811	7.725	618	0.9268	0.6174	0.9268	0.9627
0.4811	7.75	620	0.9192	0.6084	0.9192	0.9588
0.4811	7.775	622	0.8810	0.5980	0.8810	0.9386
0.4811	7.8	624	0.8538	0.5980	0.8538	0.9240
0.4811	7.825	626	0.8571	0.5938	0.8571	0.9258
0.4811	7.85	628	0.9051	0.6003	0.9051	0.9514
0.4811	7.875	630	0.9724	0.6109	0.9724	0.9861
0.4811	7.9	632	0.9731	0.6174	0.9731	0.9864
0.4811	7.925	634	0.9503	0.6174	0.9503	0.9748
0.4811	7.95	636	0.9166	0.6255	0.9166	0.9574
0.4811	7.975	638	0.8619	0.6424	0.8619	0.9284
0.4811	8.0	640	0.8484	0.6463	0.8484	0.9211
0.4811	8.025	642	0.8622	0.6463	0.8622	0.9285
0.4811	8.05	644	0.8720	0.6463	0.8720	0.9338
0.4811	8.075	646	0.8888	0.6391	0.8888	0.9428
0.4811	8.1	648	0.9192	0.6228	0.9192	0.9587
0.4811	8.125	650	0.9443	0.6187	0.9443	0.9718
0.4811	8.15	652	0.9444	0.6187	0.9444	0.9718
0.4811	8.175	654	0.8953	0.6228	0.8953	0.9462
0.4811	8.2	656	0.8381	0.6256	0.8381	0.9155
0.4811	8.225	658	0.7953	0.6473	0.7953	0.8918
0.4811	8.25	660	0.7761	0.6610	0.7761	0.8810
0.4811	8.275	662	0.7668	0.6657	0.7668	0.8757
0.4811	8.3	664	0.7406	0.6613	0.7406	0.8606
0.4811	8.325	666	0.7373	0.6585	0.7373	0.8587
0.4811	8.35	668	0.7432	0.6585	0.7432	0.8621
0.4811	8.375	670	0.7800	0.6505	0.7800	0.8832
0.4811	8.4	672	0.8269	0.6613	0.8269	0.9094
0.4811	8.425	674	0.8626	0.6485	0.8626	0.9288
0.4811	8.45	676	0.8883	0.6145	0.8883	0.9425
0.4811	8.475	678	0.8962	0.6145	0.8962	0.9467
0.4811	8.5	680	0.9081	0.6125	0.9081	0.9530
0.4811	8.525	682	0.9091	0.6138	0.9091	0.9535
0.4811	8.55	684	0.8935	0.6145	0.8935	0.9453
0.4811	8.575	686	0.8598	0.6398	0.8598	0.9272
0.4811	8.6	688	0.8006	0.6510	0.8006	0.8948
0.4811	8.625	690	0.7608	0.6729	0.7608	0.8722
0.4811	8.65	692	0.7183	0.6946	0.7183	0.8475
0.4811	8.675	694	0.7067	0.6888	0.7067	0.8407
0.4811	8.7	696	0.7219	0.6745	0.7219	0.8497
0.4811	8.725	698	0.7488	0.6697	0.7488	0.8654
0.4811	8.75	700	0.7822	0.6570	0.7822	0.8844
0.4811	8.775	702	0.8173	0.6303	0.8173	0.9040
0.4811	8.8	704	0.8448	0.6128	0.8448	0.9191
0.4811	8.825	706	0.8628	0.6133	0.8628	0.9289
0.4811	8.85	708	0.8624	0.6133	0.8624	0.9287
0.4811	8.875	710	0.8479	0.6041	0.8479	0.9208
0.4811	8.9	712	0.8329	0.6171	0.8329	0.9126
0.4811	8.925	714	0.8085	0.6254	0.8085	0.8992
0.4811	8.95	716	0.7712	0.6466	0.7712	0.8782
0.4811	8.975	718	0.7353	0.6676	0.7353	0.8575
0.4811	9.0	720	0.7038	0.6815	0.7038	0.8389
0.4811	9.025	722	0.6953	0.7086	0.6953	0.8338
0.4811	9.05	724	0.6961	0.7086	0.6961	0.8343
0.4811	9.075	726	0.7115	0.6699	0.7115	0.8435
0.4811	9.1	728	0.7324	0.6676	0.7324	0.8558
0.4811	9.125	730	0.7527	0.6554	0.7527	0.8676
0.4811	9.15	732	0.7777	0.6399	0.7777	0.8819
0.4811	9.175	734	0.8163	0.6254	0.8163	0.9035
0.4811	9.2	736	0.8557	0.6083	0.8557	0.9250
0.4811	9.225	738	0.8820	0.6041	0.8820	0.9391
0.4811	9.25	740	0.8979	0.6041	0.8979	0.9476
0.4811	9.275	742	0.8937	0.6041	0.8937	0.9454
0.4811	9.3	744	0.8735	0.6041	0.8735	0.9346
0.4811	9.325	746	0.8566	0.6083	0.8566	0.9255
0.4811	9.35	748	0.8524	0.6083	0.8524	0.9233
0.4811	9.375	750	0.8400	0.6083	0.8400	0.9165
0.4811	9.4	752	0.8272	0.6254	0.8272	0.9095
0.4811	9.425	754	0.8092	0.6365	0.8092	0.8995
0.4811	9.45	756	0.7876	0.6379	0.7876	0.8875
0.4811	9.475	758	0.7716	0.6379	0.7716	0.8784
0.4811	9.5	760	0.7545	0.6576	0.7545	0.8686
0.4811	9.525	762	0.7404	0.6658	0.7404	0.8605
0.4811	9.55	764	0.7377	0.6658	0.7377	0.8589
0.4811	9.575	766	0.7412	0.6642	0.7412	0.8609
0.4811	9.6	768	0.7483	0.6724	0.7483	0.8651
0.4811	9.625	770	0.7548	0.6724	0.7548	0.8688
0.4811	9.65	772	0.7638	0.6660	0.7638	0.8740
0.4811	9.675	774	0.7723	0.6660	0.7723	0.8788
0.4811	9.7	776	0.7765	0.6660	0.7765	0.8812
0.4811	9.725	778	0.7810	0.6572	0.7810	0.8837
0.4811	9.75	780	0.7875	0.6572	0.7875	0.8874
0.4811	9.775	782	0.7948	0.6532	0.7948	0.8915
0.4811	9.8	784	0.8043	0.6532	0.8043	0.8968
0.4811	9.825	786	0.8121	0.6532	0.8121	0.9012
0.4811	9.85	788	0.8158	0.6532	0.8158	0.9032
0.4811	9.875	790	0.8160	0.6532	0.8160	0.9033
0.4811	9.9	792	0.8136	0.6532	0.8136	0.9020
0.4811	9.925	794	0.8113	0.6532	0.8113	0.9007
0.4811	9.95	796	0.8096	0.6532	0.8096	0.8998
0.4811	9.975	798	0.8091	0.6532	0.8091	0.8995
0.4811	10.0	800	0.8090	0.6532	0.8090	0.8994

Framework versions

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