ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k13_task3_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: 0.7468
• Qwk: 0.1323
• Mse: 0.7468
• Rmse: 0.8642

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	0.0263	2	3.3254	-0.0149	3.3254	1.8236
No log	0.0526	4	1.8762	-0.0070	1.8762	1.3697
No log	0.0789	6	1.5983	0.0255	1.5983	1.2643
No log	0.1053	8	1.1478	0.0	1.1478	1.0713
No log	0.1316	10	1.0645	-0.0268	1.0645	1.0317
No log	0.1579	12	0.8364	0.0588	0.8364	0.9145
No log	0.1842	14	0.8078	0.0857	0.8078	0.8988
No log	0.2105	16	0.9720	-0.0196	0.9720	0.9859
No log	0.2368	18	1.1176	0.0	1.1176	1.0572
No log	0.2632	20	1.3908	0.0	1.3908	1.1793
No log	0.2895	22	1.3890	0.0	1.3890	1.1785
No log	0.3158	24	1.3295	0.0	1.3295	1.1530
No log	0.3421	26	1.2621	0.0	1.2621	1.1234
No log	0.3684	28	1.0072	0.0	1.0072	1.0036
No log	0.3947	30	0.7467	-0.0115	0.7467	0.8641
No log	0.4211	32	0.6919	-0.1594	0.6919	0.8318
No log	0.4474	34	0.6970	-0.1200	0.6970	0.8348
No log	0.4737	36	0.7525	0.0707	0.7525	0.8675
No log	0.5	38	0.7543	-0.0169	0.7543	0.8685
No log	0.5263	40	0.7246	-0.1358	0.7246	0.8513
No log	0.5526	42	0.8257	0.0769	0.8257	0.9087
No log	0.5789	44	1.0467	0.0201	1.0467	1.0231
No log	0.6053	46	1.3549	-0.0268	1.3549	1.1640
No log	0.6316	48	1.5194	0.0	1.5194	1.2326
No log	0.6579	50	1.1160	0.0159	1.1160	1.0564
No log	0.6842	52	0.8022	0.1111	0.8022	0.8956
No log	0.7105	54	0.6592	0.0071	0.6592	0.8119
No log	0.7368	56	0.6368	0.0476	0.6368	0.7980
No log	0.7632	58	0.6767	-0.0370	0.6767	0.8226
No log	0.7895	60	0.7145	0.0400	0.7145	0.8453
No log	0.8158	62	0.7063	0.0400	0.7063	0.8404
No log	0.8421	64	0.8061	-0.1034	0.8061	0.8978
No log	0.8684	66	0.8801	0.0417	0.8801	0.9381
No log	0.8947	68	0.7734	-0.0424	0.7734	0.8794
No log	0.9211	70	0.7170	0.0256	0.7170	0.8468
No log	0.9474	72	0.6133	0.0725	0.6133	0.7832
No log	0.9737	74	0.5808	0.1304	0.5808	0.7621
No log	1.0	76	0.7485	0.0417	0.7485	0.8652
No log	1.0263	78	0.7547	0.0833	0.7547	0.8687
No log	1.0526	80	0.6493	0.1605	0.6493	0.8058
No log	1.0789	82	0.6039	0.1304	0.6039	0.7771
No log	1.1053	84	0.6096	0.1888	0.6096	0.7807
No log	1.1316	86	0.6504	0.1724	0.6504	0.8065
No log	1.1579	88	0.8018	0.0918	0.8018	0.8954
No log	1.1842	90	0.6660	0.1345	0.6660	0.8161
No log	1.2105	92	0.7814	0.0588	0.7814	0.8840
No log	1.2368	94	0.9521	0.1304	0.9521	0.9758
No log	1.2632	96	0.8552	0.1799	0.8552	0.9248
No log	1.2895	98	0.7315	0.1759	0.7315	0.8553
No log	1.3158	100	1.1841	0.0598	1.1841	1.0882
No log	1.3421	102	1.1912	0.0598	1.1912	1.0914
No log	1.3684	104	0.8634	0.1111	0.8634	0.9292
No log	1.3947	106	0.6725	0.2000	0.6725	0.8201
No log	1.4211	108	0.6991	0.0667	0.6991	0.8361
No log	1.4474	110	0.7805	0.0933	0.7805	0.8834
No log	1.4737	112	0.8384	0.0991	0.8384	0.9157
No log	1.5	114	0.7246	0.1135	0.7246	0.8513
No log	1.5263	116	0.7797	0.0303	0.7797	0.8830
No log	1.5526	118	1.2645	0.0159	1.2645	1.1245
No log	1.5789	120	1.6257	0.0	1.6257	1.2750
No log	1.6053	122	1.7098	0.0	1.7098	1.3076
No log	1.6316	124	1.5288	0.0	1.5288	1.2365
No log	1.6579	126	1.2990	0.0388	1.2990	1.1398
No log	1.6842	128	0.8816	0.1050	0.8816	0.9389
No log	1.7105	130	0.6302	0.1282	0.6302	0.7939
No log	1.7368	132	1.0856	0.0947	1.0856	1.0419
No log	1.7632	134	1.5343	-0.0065	1.5343	1.2387
No log	1.7895	136	1.4083	-0.0323	1.4083	1.1867
No log	1.8158	138	1.1046	-0.0327	1.1046	1.0510
No log	1.8421	140	0.7145	0.1565	0.7145	0.8453
No log	1.8684	142	0.6515	0.1195	0.6515	0.8071
No log	1.8947	144	0.7213	0.1828	0.7213	0.8493
No log	1.9211	146	0.7068	0.1590	0.7068	0.8407
No log	1.9474	148	0.6698	0.2593	0.6698	0.8184
No log	1.9737	150	0.7194	0.2169	0.7194	0.8482
No log	2.0	152	0.8401	0.0423	0.8401	0.9166
No log	2.0263	154	0.8005	0.1443	0.8005	0.8947
No log	2.0526	156	0.6634	0.2593	0.6634	0.8145
No log	2.0789	158	0.7318	0.1269	0.7318	0.8555
No log	2.1053	160	0.8260	0.1336	0.8260	0.9088
No log	2.1316	162	0.7656	0.1336	0.7656	0.8750
No log	2.1579	164	0.7251	0.2646	0.7251	0.8515
No log	2.1842	166	0.7383	0.2838	0.7383	0.8592
No log	2.2105	168	0.7588	0.2593	0.7588	0.8711
No log	2.2368	170	0.8183	0.1379	0.8183	0.9046
No log	2.2632	172	0.8644	0.1803	0.8644	0.9298
No log	2.2895	174	0.8429	0.1111	0.8429	0.9181
No log	2.3158	176	0.7342	0.2217	0.7342	0.8569
No log	2.3421	178	0.6296	0.3333	0.6296	0.7935
No log	2.3684	180	0.7747	0.2511	0.7747	0.8802
No log	2.3947	182	0.7867	0.2692	0.7867	0.8869
No log	2.4211	184	0.6303	0.3118	0.6303	0.7939
No log	2.4474	186	0.6789	0.2475	0.6789	0.8240
No log	2.4737	188	0.7722	0.1469	0.7722	0.8788
No log	2.5	190	0.9739	0.1588	0.9739	0.9869
No log	2.5263	192	0.9185	0.1504	0.9185	0.9584
No log	2.5526	194	0.8436	0.1644	0.8436	0.9185
No log	2.5789	196	0.8612	0.1579	0.8612	0.9280
No log	2.6053	198	1.0533	0.1746	1.0533	1.0263
No log	2.6316	200	1.1115	0.0672	1.1115	1.0543
No log	2.6579	202	0.8831	0.2217	0.8831	0.9397
No log	2.6842	204	0.6505	0.0955	0.6505	0.8065
No log	2.7105	206	0.7150	0.2646	0.7150	0.8456
No log	2.7368	208	0.8377	0.2511	0.8377	0.9152
No log	2.7632	210	0.7067	0.2676	0.7067	0.8407
No log	2.7895	212	0.6194	0.1186	0.6194	0.7870
No log	2.8158	214	0.9162	0.2000	0.9162	0.9572
No log	2.8421	216	1.1266	0.1709	1.1266	1.0614
No log	2.8684	218	0.9332	0.2333	0.9332	0.9660
No log	2.8947	220	0.6130	0.1675	0.6130	0.7829
No log	2.9211	222	0.8335	0.3067	0.8335	0.9130
No log	2.9474	224	0.9380	0.2208	0.9380	0.9685
No log	2.9737	226	0.7196	0.3028	0.7196	0.8483
No log	3.0	228	0.6192	0.2153	0.6192	0.7869
No log	3.0263	230	0.6643	0.2475	0.6643	0.8151
No log	3.0526	232	0.7002	0.2830	0.7002	0.8368
No log	3.0789	234	0.7800	0.2593	0.7800	0.8832
No log	3.1053	236	0.9530	0.2069	0.9530	0.9762
No log	3.1316	238	1.0406	0.1579	1.0406	1.0201
No log	3.1579	240	0.8637	0.2000	0.8637	0.9293
No log	3.1842	242	0.7610	0.2079	0.7610	0.8723
No log	3.2105	244	0.7734	0.1841	0.7734	0.8794
No log	3.2368	246	0.8052	0.2150	0.8052	0.8973
No log	3.2632	248	0.8029	0.2081	0.8029	0.8960
No log	3.2895	250	0.8497	0.1388	0.8497	0.9218
No log	3.3158	252	1.0763	0.1261	1.0763	1.0374
No log	3.3421	254	1.0616	0.1261	1.0616	1.0303
No log	3.3684	256	0.9014	0.2146	0.9014	0.9494
No log	3.3947	258	0.8231	0.2727	0.8231	0.9073
No log	3.4211	260	0.8365	0.25	0.8365	0.9146
No log	3.4474	262	0.9571	0.1667	0.9571	0.9783
No log	3.4737	264	0.9329	0.2000	0.9329	0.9659
No log	3.5	266	0.8611	0.1667	0.8611	0.9280
No log	3.5263	268	0.7899	0.2294	0.7899	0.8887
No log	3.5526	270	0.9418	0.2065	0.9418	0.9704
No log	3.5789	272	1.0580	0.1545	1.0580	1.0286
No log	3.6053	274	0.9331	0.2069	0.9331	0.9660
No log	3.6316	276	0.8049	0.2372	0.8049	0.8972
No log	3.6579	278	0.8064	0.2676	0.8064	0.8980
No log	3.6842	280	0.7611	0.2621	0.7611	0.8724
No log	3.7105	282	0.8084	0.2372	0.8084	0.8991
No log	3.7368	284	0.8833	0.2356	0.8833	0.9398
No log	3.7632	286	0.8870	0.2072	0.8870	0.9418
No log	3.7895	288	0.9058	0.2072	0.9058	0.9517
No log	3.8158	290	0.8876	0.2072	0.8876	0.9421
No log	3.8421	292	0.9339	0.2072	0.9339	0.9664
No log	3.8684	294	0.9695	0.1718	0.9695	0.9846
No log	3.8947	296	0.8040	0.2489	0.8040	0.8966
No log	3.9211	298	0.7356	0.2072	0.7356	0.8577
No log	3.9474	300	0.7250	0.1705	0.7250	0.8514
No log	3.9737	302	0.8263	0.2233	0.8263	0.9090
No log	4.0	304	0.8971	0.1493	0.8971	0.9472
No log	4.0263	306	0.8781	0.1493	0.8781	0.9371
No log	4.0526	308	0.7796	0.1765	0.7796	0.8830
No log	4.0789	310	0.7192	0.1781	0.7192	0.8480
No log	4.1053	312	0.7399	0.2143	0.7399	0.8602
No log	4.1316	314	0.7801	0.1855	0.7801	0.8832
No log	4.1579	316	0.8115	0.1560	0.8115	0.9008
No log	4.1842	318	0.7911	0.2275	0.7911	0.8894
No log	4.2105	320	0.9039	0.2075	0.9039	0.9508
No log	4.2368	322	0.9988	0.2072	0.9988	0.9994
No log	4.2632	324	1.1127	0.1074	1.1127	1.0549
No log	4.2895	326	1.1337	0.1811	1.1337	1.0647
No log	4.3158	328	0.9122	0.2000	0.9122	0.9551
No log	4.3421	330	0.8429	0.1848	0.8429	0.9181
No log	4.3684	332	0.9569	0.2072	0.9569	0.9782
No log	4.3947	334	1.1390	0.2195	1.1390	1.0673
No log	4.4211	336	0.9965	0.2727	0.9965	0.9982
No log	4.4474	338	0.9520	0.2405	0.9520	0.9757
No log	4.4737	340	0.8058	0.2727	0.8058	0.8977
No log	4.5	342	0.7397	0.1925	0.7397	0.8600
No log	4.5263	344	0.7410	0.2227	0.7410	0.8608
No log	4.5526	346	0.8023	0.1925	0.8023	0.8957
No log	4.5789	348	1.0448	0.1545	1.0448	1.0221
No log	4.6053	350	1.0940	0.1545	1.0940	1.0459
No log	4.6316	352	1.0317	0.1545	1.0317	1.0157
No log	4.6579	354	0.8784	0.2222	0.8784	0.9372
No log	4.6842	356	0.7460	0.1845	0.7460	0.8637
No log	4.7105	358	0.7488	0.1921	0.7488	0.8653
No log	4.7368	360	0.8617	0.1493	0.8617	0.9283
No log	4.7632	362	1.0287	0.1605	1.0287	1.0142
No log	4.7895	364	1.0473	0.1605	1.0473	1.0234
No log	4.8158	366	1.0234	0.1597	1.0234	1.0116
No log	4.8421	368	0.8570	0.1786	0.8570	0.9258
No log	4.8684	370	0.7316	0.1590	0.7316	0.8553
No log	4.8947	372	0.6938	0.1414	0.6938	0.8329
No log	4.9211	374	0.7151	0.1658	0.7151	0.8457
No log	4.9474	376	0.8459	0.0826	0.8459	0.9197
No log	4.9737	378	0.9441	0.0877	0.9441	0.9716
No log	5.0	380	0.9224	0.0877	0.9224	0.9604
No log	5.0263	382	0.7826	0.1340	0.7826	0.8847
No log	5.0526	384	0.7328	0.1340	0.7328	0.8560
No log	5.0789	386	0.7468	0.1923	0.7468	0.8642
No log	5.1053	388	0.7866	0.1590	0.7866	0.8869
No log	5.1316	390	0.9548	0.1111	0.9548	0.9771
No log	5.1579	392	1.1665	0.0539	1.1665	1.0800
No log	5.1842	394	1.1528	0.0539	1.1528	1.0737
No log	5.2105	396	0.9335	0.1013	0.9335	0.9662
No log	5.2368	398	0.7496	0.0995	0.7496	0.8658
No log	5.2632	400	0.7314	0.2390	0.7314	0.8552
No log	5.2895	402	0.7354	0.2239	0.7354	0.8576
No log	5.3158	404	0.8566	0.1228	0.8566	0.9255
No log	5.3421	406	1.0182	0.1799	1.0182	1.0090
No log	5.3684	408	1.1504	0.0958	1.1504	1.0725
No log	5.3947	410	1.0653	0.1486	1.0653	1.0321
No log	5.4211	412	0.8390	0.2153	0.8390	0.9160
No log	5.4474	414	0.7093	0.1538	0.7093	0.8422
No log	5.4737	416	0.7037	0.1287	0.7037	0.8389
No log	5.5	418	0.7925	0.1765	0.7925	0.8902
No log	5.5263	420	0.8734	0.1131	0.8734	0.9346
No log	5.5526	422	0.8225	0.1388	0.8225	0.9069
No log	5.5789	424	0.7205	0.1357	0.7205	0.8488
No log	5.6053	426	0.7241	0.1287	0.7241	0.8509
No log	5.6316	428	0.7850	0.1388	0.7850	0.8860
No log	5.6579	430	0.9295	0.0820	0.9295	0.9641
No log	5.6842	432	0.9700	0.1165	0.9700	0.9849
No log	5.7105	434	0.9350	0.0795	0.9350	0.9670
No log	5.7368	436	0.8728	0.1453	0.8728	0.9342
No log	5.7632	438	0.8528	0.0968	0.8528	0.9235
No log	5.7895	440	0.9483	0.0795	0.9483	0.9738
No log	5.8158	442	1.1339	0.1278	1.1339	1.0648
No log	5.8421	444	1.1012	0.1613	1.1012	1.0494
No log	5.8684	446	0.9572	0.0476	0.9572	0.9784
No log	5.8947	448	0.7849	0.0918	0.7849	0.8859
No log	5.9211	450	0.7216	0.0807	0.7216	0.8495
No log	5.9474	452	0.7195	0.0807	0.7195	0.8482
No log	5.9737	454	0.7790	0.0918	0.7790	0.8826
No log	6.0	456	0.8405	0.0631	0.8405	0.9168
No log	6.0263	458	0.8458	0.0968	0.8458	0.9197
No log	6.0526	460	0.8497	0.1321	0.8497	0.9218
No log	6.0789	462	0.9016	0.1071	0.9016	0.9495
No log	6.1053	464	0.8718	0.1028	0.8718	0.9337
No log	6.1316	466	0.8954	0.1028	0.8954	0.9462
No log	6.1579	468	0.8358	0.1321	0.8358	0.9142
No log	6.1842	470	0.8121	0.1321	0.8121	0.9011
No log	6.2105	472	0.8256	0.1321	0.8256	0.9086
No log	6.2368	474	0.9453	0.0714	0.9453	0.9723
No log	6.2632	476	1.0955	0.0916	1.0955	1.0467
No log	6.2895	478	1.1953	0.1079	1.1953	1.0933
No log	6.3158	480	1.1492	0.0746	1.1492	1.0720
No log	6.3421	482	0.9926	0.1799	0.9926	0.9963
No log	6.3684	484	0.8268	0.1776	0.8268	0.9093
No log	6.3947	486	0.7331	0.1064	0.7331	0.8562
No log	6.4211	488	0.7247	0.1285	0.7247	0.8513
No log	6.4474	490	0.7587	0.0703	0.7587	0.8710
No log	6.4737	492	0.8855	0.1416	0.8855	0.9410
No log	6.5	494	0.9703	0.0714	0.9703	0.9850
No log	6.5263	496	0.9241	0.1028	0.9241	0.9613
No log	6.5526	498	0.8671	0.1388	0.8671	0.9312
0.4661	6.5789	500	0.9015	0.1028	0.9015	0.9495
0.4661	6.6053	502	0.8920	0.1028	0.8920	0.9445
0.4661	6.6316	504	0.8358	0.0980	0.8358	0.9142
0.4661	6.6579	506	0.7716	0.0282	0.7716	0.8784
0.4661	6.6842	508	0.7291	0.0233	0.7291	0.8539
0.4661	6.7105	510	0.7374	0.0233	0.7374	0.8587
0.4661	6.7368	512	0.7652	0.0282	0.7652	0.8747
0.4661	6.7632	514	0.7804	0.0282	0.7804	0.8834
0.4661	6.7895	516	0.7766	0.0282	0.7766	0.8812
0.4661	6.8158	518	0.7590	0.0282	0.7590	0.8712
0.4661	6.8421	520	0.7608	0.0282	0.7608	0.8722
0.4661	6.8684	522	0.7707	0.0282	0.7707	0.8779
0.4661	6.8947	524	0.8305	0.0928	0.8305	0.9113
0.4661	6.9211	526	0.8591	0.1028	0.8591	0.9269
0.4661	6.9474	528	0.8365	0.0553	0.8365	0.9146
0.4661	6.9737	530	0.8076	0.0476	0.8076	0.8987
0.4661	7.0	532	0.7580	0.0345	0.7580	0.8707
0.4661	7.0263	534	0.7168	0.1220	0.7168	0.8466
0.4661	7.0526	536	0.7159	0.1220	0.7159	0.8461
0.4661	7.0789	538	0.7302	0.0061	0.7302	0.8545
0.4661	7.1053	540	0.7238	0.0429	0.7238	0.8508
0.4661	7.1316	542	0.7344	0.0061	0.7344	0.8570
0.4661	7.1579	544	0.7683	0.0417	0.7683	0.8765
0.4661	7.1842	546	0.8197	0.1765	0.8197	0.9054
0.4661	7.2105	548	0.8975	0.0714	0.8975	0.9474
0.4661	7.2368	550	0.9242	0.0742	0.9242	0.9614
0.4661	7.2632	552	0.9095	0.0742	0.9095	0.9537
0.4661	7.2895	554	0.9047	0.0714	0.9047	0.9512
0.4661	7.3158	556	0.8650	0.1416	0.8650	0.9301
0.4661	7.3421	558	0.8440	0.1776	0.8440	0.9187
0.4661	7.3684	560	0.8787	0.1416	0.8787	0.9374
0.4661	7.3947	562	0.9925	0.1092	0.9925	0.9962
0.4661	7.4211	564	1.1633	0.1278	1.1633	1.0786
0.4661	7.4474	566	1.2199	0.0790	1.2199	1.1045
0.4661	7.4737	568	1.1413	0.1571	1.1413	1.0683
0.4661	7.5	570	1.0140	0.0795	1.0140	1.0070
0.4661	7.5263	572	0.9132	0.1092	0.9132	0.9556
0.4661	7.5526	574	0.8267	0.1388	0.8267	0.9092
0.4661	7.5789	576	0.7941	0.0928	0.7941	0.8911
0.4661	7.6053	578	0.7966	0.1765	0.7966	0.8925
0.4661	7.6316	580	0.8268	0.1028	0.8268	0.9093
0.4661	7.6579	582	0.8840	0.1786	0.8840	0.9402
0.4661	7.6842	584	0.8951	0.1786	0.8951	0.9461
0.4661	7.7105	586	0.8476	0.1416	0.8476	0.9206
0.4661	7.7368	588	0.7809	0.1357	0.7809	0.8837
0.4661	7.7632	590	0.7647	0.1340	0.7647	0.8745
0.4661	7.7895	592	0.7521	0.1323	0.7521	0.8672
0.4661	7.8158	594	0.7324	0.0345	0.7324	0.8558
0.4661	7.8421	596	0.7255	0.0345	0.7255	0.8518
0.4661	7.8684	598	0.7326	0.0345	0.7326	0.8559
0.4661	7.8947	600	0.7705	0.1357	0.7705	0.8778
0.4661	7.9211	602	0.8081	0.1388	0.8081	0.8989
0.4661	7.9474	604	0.8416	0.1028	0.8416	0.9174
0.4661	7.9737	606	0.8352	0.1028	0.8352	0.9139
0.4661	8.0	608	0.8057	0.1028	0.8057	0.8976
0.4661	8.0263	610	0.8030	0.1028	0.8030	0.8961
0.4661	8.0526	612	0.8061	0.1028	0.8061	0.8978
0.4661	8.0789	614	0.7852	0.1388	0.7852	0.8861
0.4661	8.1053	616	0.7498	0.1759	0.7498	0.8659
0.4661	8.1316	618	0.7498	0.1765	0.7498	0.8659
0.4661	8.1579	620	0.7696	0.1765	0.7696	0.8773
0.4661	8.1842	622	0.8057	0.1388	0.8057	0.8976
0.4661	8.2105	624	0.8241	0.1776	0.8241	0.9078
0.4661	8.2368	626	0.8315	0.1416	0.8315	0.9119
0.4661	8.2632	628	0.8198	0.1776	0.8198	0.9054
0.4661	8.2895	630	0.8140	0.1388	0.8140	0.9022
0.4661	8.3158	632	0.7810	0.1388	0.7810	0.8838
0.4661	8.3421	634	0.7666	0.1388	0.7666	0.8756
0.4661	8.3684	636	0.7500	0.1753	0.7500	0.8660
0.4661	8.3947	638	0.7651	0.1759	0.7651	0.8747
0.4661	8.4211	640	0.7951	0.1388	0.7951	0.8917
0.4661	8.4474	642	0.8417	0.1028	0.8417	0.9175
0.4661	8.4737	644	0.8565	0.1416	0.8565	0.9255
0.4661	8.5	646	0.8933	0.1092	0.8933	0.9452
0.4661	8.5263	648	0.9454	0.1092	0.9454	0.9723
0.4661	8.5526	650	0.9798	0.0795	0.9798	0.9899
0.4661	8.5789	652	0.9509	0.1092	0.9509	0.9752
0.4661	8.6053	654	0.8835	0.0714	0.8835	0.9399
0.4661	8.6316	656	0.8347	0.1028	0.8347	0.9136
0.4661	8.6579	658	0.8252	0.1028	0.8252	0.9084
0.4661	8.6842	660	0.8056	0.1028	0.8056	0.8976
0.4661	8.7105	662	0.7744	0.1759	0.7744	0.8800
0.4661	8.7368	664	0.7468	0.1667	0.7468	0.8642
0.4661	8.7632	666	0.7367	0.1489	0.7367	0.8583
0.4661	8.7895	668	0.7244	0.1667	0.7244	0.8511
0.4661	8.8158	670	0.7288	0.1667	0.7288	0.8537
0.4661	8.8421	672	0.7353	0.1340	0.7353	0.8575
0.4661	8.8684	674	0.7478	0.2157	0.7478	0.8648
0.4661	8.8947	676	0.7754	0.1340	0.7754	0.8806
0.4661	8.9211	678	0.8291	0.1028	0.8291	0.9106
0.4661	8.9474	680	0.8772	0.0714	0.8772	0.9366
0.4661	8.9737	682	0.9048	0.0714	0.9048	0.9512
0.4661	9.0	684	0.8988	0.0714	0.8988	0.9481
0.4661	9.0263	686	0.8590	0.0714	0.8590	0.9268
0.4661	9.0526	688	0.8119	0.1028	0.8119	0.9010
0.4661	9.0789	690	0.7793	0.1340	0.7793	0.8828
0.4661	9.1053	692	0.7669	0.1340	0.7669	0.8757
0.4661	9.1316	694	0.7562	0.1340	0.7562	0.8696
0.4661	9.1579	696	0.7400	0.1340	0.7400	0.8602
0.4661	9.1842	698	0.7350	0.1340	0.7350	0.8573
0.4661	9.2105	700	0.7319	0.0870	0.7319	0.8555
0.4661	9.2368	702	0.7271	0.0870	0.7271	0.8527
0.4661	9.2632	704	0.7185	0.0703	0.7185	0.8476
0.4661	9.2895	706	0.7204	0.0703	0.7204	0.8488
0.4661	9.3158	708	0.7302	0.1230	0.7302	0.8545
0.4661	9.3421	710	0.7430	0.0870	0.7430	0.8620
0.4661	9.3684	712	0.7531	0.1340	0.7531	0.8678
0.4661	9.3947	714	0.7687	0.1340	0.7687	0.8768
0.4661	9.4211	716	0.7929	0.0980	0.7929	0.8904
0.4661	9.4474	718	0.8198	0.1028	0.8198	0.9054
0.4661	9.4737	720	0.8344	0.1028	0.8344	0.9134
0.4661	9.5	722	0.8426	0.0320	0.8426	0.9179
0.4661	9.5263	724	0.8422	0.1028	0.8422	0.9177
0.4661	9.5526	726	0.8330	0.1028	0.8330	0.9127
0.4661	9.5789	728	0.8277	0.1028	0.8277	0.9098
0.4661	9.6053	730	0.8173	0.1028	0.8173	0.9041
0.4661	9.6316	732	0.8035	0.1028	0.8035	0.8964
0.4661	9.6579	734	0.7963	0.1388	0.7963	0.8924
0.4661	9.6842	736	0.7874	0.1388	0.7874	0.8874
0.4661	9.7105	738	0.7791	0.1340	0.7791	0.8827
0.4661	9.7368	740	0.7702	0.1340	0.7702	0.8776
0.4661	9.7632	742	0.7660	0.1340	0.7660	0.8752
0.4661	9.7895	744	0.7598	0.1340	0.7598	0.8717
0.4661	9.8158	746	0.7552	0.1340	0.7552	0.8690
0.4661	9.8421	748	0.7503	0.1323	0.7503	0.8662
0.4661	9.8684	750	0.7489	0.1323	0.7489	0.8654
0.4661	9.8947	752	0.7494	0.1323	0.7494	0.8657
0.4661	9.9211	754	0.7486	0.1323	0.7486	0.8652
0.4661	9.9474	756	0.7474	0.1323	0.7474	0.8645
0.4661	9.9737	758	0.7470	0.1323	0.7470	0.8643
0.4661	10.0	760	0.7468	0.1323	0.7468	0.8642

Framework versions

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