ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k15_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: 0.6540
• Qwk: 0.2000
• Mse: 0.6540
• Rmse: 0.8087

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	0.0227	2	3.2472	-0.0101	3.2472	1.8020
No log	0.0455	4	1.7376	-0.0070	1.7376	1.3182
No log	0.0682	6	1.0367	0.0255	1.0367	1.0182
No log	0.0909	8	0.9297	0.0118	0.9297	0.9642
No log	0.1136	10	0.9422	0.0698	0.9422	0.9707
No log	0.1364	12	1.0036	0.0345	1.0036	1.0018
No log	0.1591	14	1.0674	0.0345	1.0674	1.0332
No log	0.1818	16	1.1147	0.0345	1.1147	1.0558
No log	0.2045	18	0.8080	0.0991	0.8080	0.8989
No log	0.2273	20	0.7580	0.1238	0.7580	0.8706
No log	0.25	22	0.8337	0.1605	0.8337	0.9131
No log	0.2727	24	1.0562	0.0345	1.0562	1.0277
No log	0.2955	26	1.3518	0.0	1.3518	1.1627
No log	0.3182	28	1.4398	0.0	1.4398	1.1999
No log	0.3409	30	1.2731	0.0	1.2731	1.1283
No log	0.3636	32	1.1651	0.0	1.1651	1.0794
No log	0.3864	34	1.1166	0.0	1.1166	1.0567
No log	0.4091	36	0.9831	0.0078	0.9831	0.9915
No log	0.4318	38	0.9562	0.0431	0.9562	0.9779
No log	0.4545	40	0.9717	0.0431	0.9717	0.9857
No log	0.4773	42	1.0053	0.0078	1.0053	1.0027
No log	0.5	44	1.0665	0.0	1.0665	1.0327
No log	0.5227	46	0.9200	0.0843	0.9200	0.9592
No log	0.5455	48	0.8611	-0.0256	0.8611	0.9279
No log	0.5682	50	0.7848	0.0588	0.7848	0.8859
No log	0.5909	52	0.6735	0.1373	0.6735	0.8207
No log	0.6136	54	0.6029	0.0725	0.6029	0.7765
No log	0.6364	56	0.5993	0.0725	0.5993	0.7742
No log	0.6591	58	0.6278	0.0617	0.6278	0.7924
No log	0.6818	60	0.7936	0.2222	0.7936	0.8909
No log	0.7045	62	1.0973	0.0476	1.0973	1.0475
No log	0.7273	64	1.0222	0.0947	1.0222	1.0110
No log	0.75	66	0.9814	0.1333	0.9814	0.9907
No log	0.7727	68	0.8667	0.2000	0.8667	0.9310
No log	0.7955	70	0.6368	-0.0909	0.6368	0.7980
No log	0.8182	72	0.6155	-0.0435	0.6155	0.7846
No log	0.8409	74	0.6453	0.0	0.6453	0.8033
No log	0.8636	76	0.8062	0.0833	0.8062	0.8979
No log	0.8864	78	1.2984	0.0270	1.2984	1.1395
No log	0.9091	80	1.4696	0.0596	1.4696	1.2123
No log	0.9318	82	1.1924	0.0916	1.1924	1.0920
No log	0.9545	84	0.8292	0.1443	0.8292	0.9106
No log	0.9773	86	0.6612	0.0952	0.6612	0.8131
No log	1.0	88	0.6389	-0.0667	0.6389	0.7993
No log	1.0227	90	0.6993	0.0061	0.6993	0.8363
No log	1.0455	92	0.7263	0.1285	0.7263	0.8523
No log	1.0682	94	0.8068	0.1475	0.8068	0.8982
No log	1.0909	96	0.8233	0.1770	0.8233	0.9073
No log	1.1136	98	0.8499	0.1028	0.8499	0.9219
No log	1.1364	100	0.8912	0.1289	0.8912	0.9440
No log	1.1591	102	0.8582	0.0991	0.8582	0.9264
No log	1.1818	104	0.8226	0.0968	0.8226	0.9070
No log	1.2045	106	0.7514	0.2681	0.7514	0.8668
No log	1.2273	108	0.8311	0.2294	0.8311	0.9117
No log	1.25	110	0.6621	0.3761	0.6621	0.8137
No log	1.2727	112	0.6290	0.3951	0.6290	0.7931
No log	1.2955	114	0.6167	0.3951	0.6167	0.7853
No log	1.3182	116	0.6153	0.4286	0.6153	0.7844
No log	1.3409	118	0.6150	0.4615	0.6150	0.7842
No log	1.3636	120	0.6392	0.3706	0.6392	0.7995
No log	1.3864	122	0.6830	0.2577	0.6830	0.8264
No log	1.4091	124	0.6435	0.2179	0.6435	0.8022
No log	1.4318	126	0.8604	0.1549	0.8604	0.9276
No log	1.4545	128	0.8552	0.2566	0.8552	0.9247
No log	1.4773	130	0.7269	0.1158	0.7269	0.8526
No log	1.5	132	0.8895	0.1013	0.8895	0.9431
No log	1.5227	134	0.8299	0.1321	0.8299	0.9110
No log	1.5455	136	1.0167	0.1220	1.0167	1.0083
No log	1.5682	138	0.9463	0.1515	0.9463	0.9728
No log	1.5909	140	1.0721	0.0977	1.0721	1.0354
No log	1.6136	142	1.2575	0.0701	1.2575	1.1214
No log	1.6364	144	0.9910	0.0460	0.9910	0.9955
No log	1.6591	146	0.8809	0.2070	0.8809	0.9386
No log	1.6818	148	1.1113	0.2258	1.1113	1.0542
No log	1.7045	150	0.9007	0.1549	0.9007	0.9490
No log	1.7273	152	0.7915	0.1351	0.7915	0.8896
No log	1.75	154	0.8704	0.2000	0.8704	0.9330
No log	1.7727	156	0.7870	0.2621	0.7870	0.8871
No log	1.7955	158	0.8169	0.1776	0.8169	0.9038
No log	1.8182	160	0.7485	0.0857	0.7485	0.8652
No log	1.8409	162	0.7404	0.1923	0.7404	0.8605
No log	1.8636	164	0.7642	0.2549	0.7642	0.8742
No log	1.8864	166	0.7823	0.2233	0.7823	0.8845
No log	1.9091	168	0.8316	0.1570	0.8316	0.9119
No log	1.9318	170	0.8904	0.1429	0.8904	0.9436
No log	1.9545	172	0.8233	0.1781	0.8233	0.9074
No log	1.9773	174	0.8585	0.2000	0.8585	0.9266
No log	2.0	176	1.0199	0.1861	1.0199	1.0099
No log	2.0227	178	0.9534	0.1933	0.9534	0.9764
No log	2.0455	180	0.8230	0.1441	0.8230	0.9072
No log	2.0682	182	0.8693	0.1786	0.8693	0.9324
No log	2.0909	184	0.8433	0.1379	0.8433	0.9183
No log	2.1136	186	0.9150	0.0717	0.9150	0.9565
No log	2.1364	188	0.9984	0.1705	0.9984	0.9992
No log	2.1591	190	0.7964	0.0769	0.7964	0.8924
No log	2.1818	192	0.7619	0.2075	0.7619	0.8728
No log	2.2045	194	0.7789	0.2153	0.7789	0.8826
No log	2.2273	196	0.6689	0.2083	0.6689	0.8179
No log	2.25	198	0.7998	0.1527	0.7998	0.8943
No log	2.2727	200	0.7906	0.1527	0.7906	0.8892
No log	2.2955	202	0.6579	0.3089	0.6579	0.8111
No log	2.3182	204	0.7994	0.1845	0.7994	0.8941
No log	2.3409	206	0.7963	0.2075	0.7963	0.8924
No log	2.3636	208	0.7119	0.3143	0.7119	0.8437
No log	2.3864	210	0.8835	0.1560	0.8835	0.9400
No log	2.4091	212	0.8108	0.1538	0.8108	0.9005
No log	2.4318	214	0.7149	0.3180	0.7149	0.8455
No log	2.4545	216	0.7099	0.2963	0.7099	0.8426
No log	2.4773	218	0.7471	0.2077	0.7471	0.8643
No log	2.5	220	0.9209	0.1636	0.9209	0.9597
No log	2.5227	222	0.7596	0.0955	0.7596	0.8715
No log	2.5455	224	0.6062	0.4348	0.6062	0.7786
No log	2.5682	226	0.8210	0.1619	0.8210	0.9061
No log	2.5909	228	0.8434	0.2000	0.8434	0.9184
No log	2.6136	230	0.6705	0.25	0.6705	0.8188
No log	2.6364	232	0.6623	0.28	0.6623	0.8138
No log	2.6591	234	0.7012	0.3271	0.7012	0.8374
No log	2.6818	236	0.7660	0.2000	0.7660	0.8752
No log	2.7045	238	0.8687	0.2143	0.8687	0.9320
No log	2.7273	240	0.8104	0.2308	0.8104	0.9002
No log	2.75	242	0.8179	0.2744	0.8179	0.9044
No log	2.7727	244	0.7930	0.2607	0.7930	0.8905
No log	2.7955	246	0.8343	0.2442	0.8343	0.9134
No log	2.8182	248	0.8458	0.1927	0.8458	0.9197
No log	2.8409	250	0.7058	0.2727	0.7058	0.8401
No log	2.8636	252	0.6805	0.3010	0.6805	0.8250
No log	2.8864	254	0.7271	0.1402	0.7271	0.8527
No log	2.9091	256	0.6782	0.24	0.6782	0.8235
No log	2.9318	258	0.7271	0.2251	0.7271	0.8527
No log	2.9545	260	0.7792	0.1841	0.7792	0.8827
No log	2.9773	262	0.6671	0.2865	0.6671	0.8168
No log	3.0	264	0.7558	0.1753	0.7558	0.8694
No log	3.0227	266	0.9531	0.1131	0.9531	0.9763
No log	3.0455	268	0.8292	0.1111	0.8292	0.9106
No log	3.0682	270	0.6672	0.2258	0.6672	0.8168
No log	3.0909	272	0.6650	0.2258	0.6650	0.8154
No log	3.1136	274	0.7197	0.2157	0.7197	0.8484
No log	3.1364	276	0.7261	0.2676	0.7261	0.8521
No log	3.1591	278	0.7354	0.2523	0.7354	0.8576
No log	3.1818	280	0.7979	0.1321	0.7979	0.8933
No log	3.2045	282	0.8664	0.1776	0.8664	0.9308
No log	3.2273	284	0.7738	0.1845	0.7738	0.8797
No log	3.25	286	0.7754	0.1928	0.7754	0.8806
No log	3.2727	288	0.8537	0.1549	0.8537	0.9240
No log	3.2955	290	0.7962	0.2000	0.7962	0.8923
No log	3.3182	292	0.7695	0.2222	0.7695	0.8772
No log	3.3409	294	0.9306	0.1245	0.9306	0.9647
No log	3.3636	296	1.0079	0.1864	1.0079	1.0039
No log	3.3864	298	0.8333	0.1273	0.8333	0.9129
No log	3.4091	300	0.7891	0.1837	0.7891	0.8883
No log	3.4318	302	0.8955	0.1469	0.8955	0.9463
No log	3.4545	304	0.8258	0.1443	0.8258	0.9087
No log	3.4773	306	0.7063	0.2157	0.7063	0.8404
No log	3.5	308	0.7527	0.2390	0.7527	0.8676
No log	3.5227	310	0.7904	0.2390	0.7904	0.8890
No log	3.5455	312	0.7377	0.2245	0.7377	0.8589
No log	3.5682	314	0.7476	0.2315	0.7476	0.8646
No log	3.5909	316	0.8661	0.1443	0.8661	0.9306
No log	3.6136	318	0.9220	0.1443	0.9220	0.9602
No log	3.6364	320	0.8364	0.2233	0.8364	0.9146
No log	3.6591	322	0.9427	0.0901	0.9427	0.9709
No log	3.6818	324	1.1094	0.1319	1.1094	1.0533
No log	3.7045	326	1.0436	0.1055	1.0436	1.0216
No log	3.7273	328	0.8670	0.1493	0.8670	0.9311
No log	3.75	330	0.9782	0.1855	0.9782	0.9891
No log	3.7727	332	1.2660	0.0909	1.2660	1.1252
No log	3.7955	334	1.1953	0.0909	1.1953	1.0933
No log	3.8182	336	0.9256	0.1855	0.9256	0.9621
No log	3.8409	338	0.8094	0.2217	0.8094	0.8997
No log	3.8636	340	0.8191	0.1786	0.8191	0.9050
No log	3.8864	342	0.8119	0.1560	0.8119	0.9010
No log	3.9091	344	0.8410	0.2143	0.8410	0.9170
No log	3.9318	346	0.9373	0.2068	0.9373	0.9682
No log	3.9545	348	0.9422	0.2131	0.9422	0.9707
No log	3.9773	350	0.9439	0.2510	0.9439	0.9716
No log	4.0	352	0.9320	0.1875	0.9320	0.9654
No log	4.0227	354	1.0036	0.1571	1.0036	1.0018
No log	4.0455	356	1.0387	0.1496	1.0387	1.0192
No log	4.0682	358	0.9462	0.1746	0.9462	0.9727
No log	4.0909	360	0.8700	0.2070	0.8700	0.9327
No log	4.1136	362	0.8680	0.1852	0.8680	0.9317
No log	4.1364	364	0.8053	0.1691	0.8053	0.8974
No log	4.1591	366	0.7661	0.1610	0.7661	0.8752
No log	4.1818	368	0.7608	0.1841	0.7608	0.8722
No log	4.2045	370	0.7804	0.1340	0.7804	0.8834
No log	4.2273	372	0.7713	0.2150	0.7713	0.8782
No log	4.25	374	0.7934	0.2294	0.7934	0.8907
No log	4.2727	376	0.8903	0.1925	0.8903	0.9436
No log	4.2955	378	0.8923	0.2000	0.8923	0.9446
No log	4.3182	380	0.8778	0.2069	0.8778	0.9369
No log	4.3409	382	0.8715	0.2423	0.8715	0.9335
No log	4.3636	384	0.8562	0.2489	0.8562	0.9253
No log	4.3864	386	0.8184	0.2000	0.8184	0.9047
No log	4.4091	388	0.7841	0.2143	0.7841	0.8855
No log	4.4318	390	0.7626	0.2356	0.7626	0.8732
No log	4.4545	392	0.7408	0.2348	0.7408	0.8607
No log	4.4773	394	0.7310	0.2348	0.7310	0.8550
No log	4.5	396	0.7307	0.2217	0.7307	0.8548
No log	4.5227	398	0.7336	0.2850	0.7336	0.8565
No log	4.5455	400	0.7691	0.2227	0.7691	0.8770
No log	4.5682	402	0.7813	0.1923	0.7813	0.8839
No log	4.5909	404	0.7380	0.2850	0.7380	0.8591
No log	4.6136	406	0.7323	0.2432	0.7323	0.8558
No log	4.6364	408	0.7496	0.2287	0.7496	0.8658
No log	4.6591	410	0.7197	0.2432	0.7197	0.8484
No log	4.6818	412	0.7302	0.2941	0.7302	0.8545
No log	4.7045	414	0.8063	0.2075	0.8063	0.8980
No log	4.7273	416	0.8265	0.1705	0.8265	0.9091
No log	4.75	418	0.7863	0.2153	0.7863	0.8867
No log	4.7727	420	0.7589	0.2676	0.7589	0.8712
No log	4.7955	422	0.7758	0.2075	0.7758	0.8808
No log	4.8182	424	0.7736	0.2075	0.7736	0.8795
No log	4.8409	426	0.7918	0.2233	0.7918	0.8898
No log	4.8636	428	0.8255	0.1925	0.8255	0.9086
No log	4.8864	430	0.8097	0.2233	0.8097	0.8999
No log	4.9091	432	0.7886	0.2857	0.7886	0.8880
No log	4.9318	434	0.7965	0.2982	0.7965	0.8925
No log	4.9545	436	0.7829	0.3242	0.7829	0.8848
No log	4.9773	438	0.7922	0.2000	0.7922	0.8901
No log	5.0	440	0.7798	0.2075	0.7798	0.8831
No log	5.0227	442	0.7564	0.2579	0.7564	0.8697
No log	5.0455	444	0.7371	0.2963	0.7371	0.8585
No log	5.0682	446	0.7421	0.2897	0.7421	0.8614
No log	5.0909	448	0.7510	0.2579	0.7510	0.8666
No log	5.1136	450	0.8074	0.2315	0.8074	0.8986
No log	5.1364	452	0.8635	0.2157	0.8635	0.9293
No log	5.1591	454	0.8727	0.2157	0.8727	0.9342
No log	5.1818	456	0.8236	0.2079	0.8236	0.9075
No log	5.2045	458	0.7806	0.2000	0.7806	0.8835
No log	5.2273	460	0.8091	0.1790	0.8091	0.8995
No log	5.25	462	0.8633	0.1092	0.8633	0.9291
No log	5.2727	464	0.8070	0.1256	0.8070	0.8983
No log	5.2955	466	0.7370	0.1832	0.7370	0.8585
No log	5.3182	468	0.6921	0.1429	0.6921	0.8319
No log	5.3409	470	0.6854	0.1515	0.6854	0.8279
No log	5.3636	472	0.6802	0.1515	0.6802	0.8247
No log	5.3864	474	0.6776	0.0886	0.6776	0.8231
No log	5.4091	476	0.7102	0.1543	0.7102	0.8428
No log	5.4318	478	0.7969	0.0538	0.7969	0.8927
No log	5.4545	480	0.8416	0.0400	0.8416	0.9174
No log	5.4773	482	0.7779	0.1456	0.7779	0.8820
No log	5.5	484	0.7591	0.2637	0.7591	0.8713
No log	5.5227	486	0.8059	0.1921	0.8059	0.8977
No log	5.5455	488	0.8488	0.2079	0.8488	0.9213
No log	5.5682	490	0.8154	0.1770	0.8154	0.9030
No log	5.5909	492	0.7929	0.2217	0.7929	0.8905
No log	5.6136	494	0.7873	0.1927	0.7873	0.8873
No log	5.6364	496	0.7819	0.2523	0.7819	0.8843
No log	5.6591	498	0.7938	0.1927	0.7938	0.8909
0.4052	5.6818	500	0.8684	0.2079	0.8684	0.9319
0.4052	5.7045	502	0.8992	0.2157	0.8992	0.9482
0.4052	5.7273	504	0.8318	0.2161	0.8318	0.9120
0.4052	5.75	506	0.7487	0.2081	0.7487	0.8653
0.4052	5.7727	508	0.7101	0.1489	0.7101	0.8426
0.4052	5.7955	510	0.7271	0.1765	0.7271	0.8527
0.4052	5.8182	512	0.7261	0.2239	0.7261	0.8521
0.4052	5.8409	514	0.7411	0.1765	0.7411	0.8609
0.4052	5.8636	516	0.7423	0.1845	0.7423	0.8616
0.4052	5.8864	518	0.7371	0.2549	0.7371	0.8586
0.4052	5.9091	520	0.7329	0.1610	0.7329	0.8561
0.4052	5.9318	522	0.7600	0.2000	0.7600	0.8718
0.4052	5.9545	524	0.7607	0.2000	0.7607	0.8722
0.4052	5.9773	526	0.7402	0.1770	0.7402	0.8603
0.4052	6.0	528	0.7164	0.2487	0.7164	0.8464
0.4052	6.0227	530	0.7369	0.1683	0.7369	0.8584
0.4052	6.0455	532	0.7268	0.2315	0.7268	0.8525
0.4052	6.0682	534	0.7223	0.2308	0.7223	0.8499
0.4052	6.0909	536	0.7673	0.1845	0.7673	0.8759
0.4052	6.1136	538	0.8161	0.2081	0.8161	0.9034
0.4052	6.1364	540	0.8236	0.2079	0.8236	0.9075
0.4052	6.1591	542	0.8092	0.2079	0.8092	0.8995
0.4052	6.1818	544	0.7754	0.2300	0.7754	0.8805
0.4052	6.2045	546	0.7766	0.2511	0.7766	0.8813
0.4052	6.2273	548	0.8443	0.1289	0.8443	0.9189
0.4052	6.25	550	0.8580	0.1130	0.8580	0.9263
0.4052	6.2727	552	0.7884	0.0741	0.7884	0.8879
0.4052	6.2955	554	0.7271	0.2161	0.7271	0.8527
0.4052	6.3182	556	0.7057	0.1658	0.7057	0.8401
0.4052	6.3409	558	0.6898	0.1823	0.6898	0.8306
0.4052	6.3636	560	0.7040	0.2093	0.7040	0.8391
0.4052	6.3864	562	0.6965	0.2093	0.6965	0.8346
0.4052	6.4091	564	0.6675	0.1818	0.6675	0.8170
0.4052	6.4318	566	0.6596	0.1011	0.6596	0.8122
0.4052	6.4545	568	0.6705	0.1638	0.6705	0.8188
0.4052	6.4773	570	0.6991	0.1230	0.6991	0.8361
0.4052	6.5	572	0.6840	0.1414	0.6840	0.8270
0.4052	6.5227	574	0.6686	0.2670	0.6686	0.8177
0.4052	6.5455	576	0.6933	0.2332	0.6933	0.8326
0.4052	6.5682	578	0.7578	0.2161	0.7578	0.8705
0.4052	6.5909	580	0.8195	0.2536	0.8195	0.9052
0.4052	6.6136	582	0.7871	0.2762	0.7871	0.8872
0.4052	6.6364	584	0.7317	0.2593	0.7317	0.8554
0.4052	6.6591	586	0.7298	0.3052	0.7298	0.8543
0.4052	6.6818	588	0.7278	0.2432	0.7278	0.8531
0.4052	6.7045	590	0.6971	0.3267	0.6971	0.8349
0.4052	6.7273	592	0.6720	0.2000	0.6720	0.8198
0.4052	6.75	594	0.6592	0.2086	0.6592	0.8119
0.4052	6.7727	596	0.6595	0.2670	0.6595	0.8121
0.4052	6.7955	598	0.6420	0.2174	0.6420	0.8012
0.4052	6.8182	600	0.6408	0.2821	0.6408	0.8005
0.4052	6.8409	602	0.6654	0.2081	0.6654	0.8157
0.4052	6.8636	604	0.6498	0.1832	0.6498	0.8061
0.4052	6.8864	606	0.6331	0.2917	0.6331	0.7956
0.4052	6.9091	608	0.6281	0.2865	0.6281	0.7925
0.4052	6.9318	610	0.6269	0.2865	0.6269	0.7918
0.4052	6.9545	612	0.6325	0.2088	0.6325	0.7953
0.4052	6.9773	614	0.6468	0.2086	0.6468	0.8042
0.4052	7.0	616	0.6636	0.2842	0.6636	0.8146
0.4052	7.0227	618	0.6778	0.2746	0.6778	0.8233
0.4052	7.0455	620	0.6927	0.2727	0.6927	0.8323
0.4052	7.0682	622	0.7047	0.2637	0.7047	0.8394
0.4052	7.0909	624	0.7228	0.1921	0.7228	0.8502
0.4052	7.1136	626	0.7272	0.2464	0.7272	0.8527
0.4052	7.1364	628	0.7382	0.2308	0.7382	0.8592
0.4052	7.1591	630	0.7569	0.2153	0.7569	0.8700
0.4052	7.1818	632	0.7438	0.2153	0.7438	0.8625
0.4052	7.2045	634	0.7275	0.2390	0.7275	0.8529
0.4052	7.2273	636	0.7138	0.24	0.7138	0.8449
0.4052	7.25	638	0.6988	0.2323	0.6988	0.8360
0.4052	7.2727	640	0.6924	0.24	0.6924	0.8321
0.4052	7.2955	642	0.6898	0.1675	0.6898	0.8305
0.4052	7.3182	644	0.6950	0.1753	0.6950	0.8337
0.4052	7.3409	646	0.6922	0.1753	0.6922	0.8320
0.4052	7.3636	648	0.6800	0.1579	0.6800	0.8246
0.4052	7.3864	650	0.6803	0.2086	0.6803	0.8248
0.4052	7.4091	652	0.6882	0.1915	0.6882	0.8296
0.4052	7.4318	654	0.6839	0.2000	0.6839	0.8270
0.4052	7.4545	656	0.6744	0.1568	0.6744	0.8212
0.4052	7.4773	658	0.6850	0.2000	0.6850	0.8276
0.4052	7.5	660	0.7146	0.2233	0.7146	0.8453
0.4052	7.5227	662	0.7222	0.2315	0.7222	0.8498
0.4052	7.5455	664	0.7092	0.2233	0.7092	0.8422
0.4052	7.5682	666	0.6976	0.2487	0.6976	0.8352
0.4052	7.5909	668	0.6931	0.24	0.6931	0.8326
0.4052	7.6136	670	0.6836	0.2000	0.6836	0.8268
0.4052	7.6364	672	0.6799	0.2000	0.6799	0.8246
0.4052	7.6591	674	0.6773	0.2000	0.6773	0.8230
0.4052	7.6818	676	0.6801	0.2577	0.6801	0.8247
0.4052	7.7045	678	0.6771	0.2577	0.6771	0.8228
0.4052	7.7273	680	0.6644	0.2086	0.6644	0.8151
0.4052	7.75	682	0.6601	0.2258	0.6601	0.8124
0.4052	7.7727	684	0.6720	0.1158	0.6720	0.8197
0.4052	7.7955	686	0.6757	0.1158	0.6757	0.8220
0.4052	7.8182	688	0.6707	0.2169	0.6707	0.8190
0.4052	7.8409	690	0.6712	0.2251	0.6712	0.8193
0.4052	7.8636	692	0.6800	0.1590	0.6800	0.8246
0.4052	7.8864	694	0.7041	0.2332	0.7041	0.8391
0.4052	7.9091	696	0.7138	0.24	0.7138	0.8449
0.4052	7.9318	698	0.7043	0.2332	0.7043	0.8392
0.4052	7.9545	700	0.6948	0.2081	0.6948	0.8335
0.4052	7.9773	702	0.6938	0.1515	0.6938	0.8330
0.4052	8.0	704	0.6964	0.1088	0.6964	0.8345
0.4052	8.0227	706	0.7020	0.1414	0.7020	0.8379
0.4052	8.0455	708	0.7073	0.2081	0.7073	0.8410
0.4052	8.0682	710	0.7189	0.2233	0.7189	0.8479
0.4052	8.0909	712	0.7141	0.2709	0.7141	0.8451
0.4052	8.1136	714	0.7109	0.1340	0.7109	0.8432
0.4052	8.1364	716	0.7079	0.1568	0.7079	0.8414
0.4052	8.1591	718	0.7161	0.2245	0.7161	0.8462
0.4052	8.1818	720	0.7198	0.2239	0.7198	0.8484
0.4052	8.2045	722	0.7181	0.2239	0.7181	0.8474
0.4052	8.2273	724	0.7060	0.2245	0.7060	0.8402
0.4052	8.25	726	0.6912	0.1823	0.6912	0.8314
0.4052	8.2727	728	0.6833	0.1648	0.6833	0.8266
0.4052	8.2955	730	0.6807	0.1475	0.6807	0.8251
0.4052	8.3182	732	0.6887	0.1919	0.6887	0.8299
0.4052	8.3409	734	0.6943	0.1832	0.6943	0.8333
0.4052	8.3636	736	0.6845	0.1503	0.6845	0.8274
0.4052	8.3864	738	0.6713	0.1398	0.6713	0.8193
0.4052	8.4091	740	0.6622	0.1556	0.6622	0.8138
0.4052	8.4318	742	0.6573	0.1556	0.6573	0.8108
0.4052	8.4545	744	0.6504	0.1556	0.6504	0.8065
0.4052	8.4773	746	0.6464	0.1556	0.6464	0.8040
0.4052	8.5	748	0.6438	0.1556	0.6438	0.8024
0.4052	8.5227	750	0.6409	0.1556	0.6409	0.8006
0.4052	8.5455	752	0.6433	0.1556	0.6433	0.8021
0.4052	8.5682	754	0.6492	0.1638	0.6492	0.8057
0.4052	8.5909	756	0.6545	0.1429	0.6545	0.8090
0.4052	8.6136	758	0.6566	0.1429	0.6566	0.8103
0.4052	8.6364	760	0.6618	0.1429	0.6618	0.8135
0.4052	8.6591	762	0.6594	0.1638	0.6594	0.8120
0.4052	8.6818	764	0.6614	0.1475	0.6614	0.8133
0.4052	8.7045	766	0.6655	0.1475	0.6655	0.8158
0.4052	8.7273	768	0.6655	0.1475	0.6655	0.8158
0.4052	8.75	770	0.6674	0.1638	0.6674	0.8169
0.4052	8.7727	772	0.6771	0.1917	0.6771	0.8228
0.4052	8.7955	774	0.6826	0.1917	0.6826	0.8262
0.4052	8.8182	776	0.6900	0.2086	0.6900	0.8306
0.4052	8.8409	778	0.6919	0.1837	0.6919	0.8318
0.4052	8.8636	780	0.6881	0.2487	0.6881	0.8295
0.4052	8.8864	782	0.6881	0.2086	0.6881	0.8295
0.4052	8.9091	784	0.6888	0.1568	0.6888	0.8300
0.4052	8.9318	786	0.6893	0.1556	0.6893	0.8302
0.4052	8.9545	788	0.6919	0.1398	0.6919	0.8318
0.4052	8.9773	790	0.6923	0.1398	0.6923	0.8321
0.4052	9.0	792	0.6906	0.1398	0.6906	0.8310
0.4052	9.0227	794	0.6870	0.1475	0.6870	0.8289
0.4052	9.0455	796	0.6845	0.1556	0.6845	0.8274
0.4052	9.0682	798	0.6841	0.1568	0.6841	0.8271
0.4052	9.0909	800	0.6845	0.2410	0.6845	0.8274
0.4052	9.1136	802	0.6870	0.2487	0.6870	0.8289
0.4052	9.1364	804	0.6867	0.2487	0.6867	0.8287
0.4052	9.1591	806	0.6844	0.2487	0.6844	0.8273
0.4052	9.1818	808	0.6800	0.2487	0.6800	0.8246
0.4052	9.2045	810	0.6742	0.1556	0.6742	0.8211
0.4052	9.2273	812	0.6704	0.1556	0.6704	0.8188
0.4052	9.25	814	0.6658	0.1475	0.6658	0.8160
0.4052	9.2727	816	0.6612	0.1475	0.6612	0.8131
0.4052	9.2955	818	0.6596	0.1475	0.6596	0.8122
0.4052	9.3182	820	0.6597	0.1398	0.6597	0.8122
0.4052	9.3409	822	0.6591	0.1398	0.6591	0.8119
0.4052	9.3636	824	0.6593	0.1398	0.6593	0.8119
0.4052	9.3864	826	0.6588	0.1475	0.6588	0.8117
0.4052	9.4091	828	0.6584	0.1475	0.6584	0.8114
0.4052	9.4318	830	0.6576	0.1475	0.6576	0.8110
0.4052	9.4545	832	0.6582	0.1556	0.6582	0.8113
0.4052	9.4773	834	0.6584	0.1556	0.6584	0.8114
0.4052	9.5	836	0.6574	0.1398	0.6574	0.8108
0.4052	9.5227	838	0.6570	0.1398	0.6570	0.8105
0.4052	9.5455	840	0.6561	0.1398	0.6561	0.8100
0.4052	9.5682	842	0.6557	0.1398	0.6557	0.8098
0.4052	9.5909	844	0.6549	0.1398	0.6549	0.8092
0.4052	9.6136	846	0.6540	0.1398	0.6540	0.8087
0.4052	9.6364	848	0.6532	0.1398	0.6532	0.8082
0.4052	9.6591	850	0.6520	0.1398	0.6520	0.8074
0.4052	9.6818	852	0.6513	0.1475	0.6513	0.8070
0.4052	9.7045	854	0.6515	0.1475	0.6515	0.8071
0.4052	9.7273	856	0.6520	0.1475	0.6520	0.8075
0.4052	9.75	858	0.6524	0.1475	0.6524	0.8077
0.4052	9.7727	860	0.6526	0.1475	0.6526	0.8078
0.4052	9.7955	862	0.6531	0.1475	0.6531	0.8081
0.4052	9.8182	864	0.6536	0.1915	0.6536	0.8085
0.4052	9.8409	866	0.6540	0.1915	0.6540	0.8087
0.4052	9.8636	868	0.6542	0.2000	0.6542	0.8088
0.4052	9.8864	870	0.6544	0.2000	0.6544	0.8089
0.4052	9.9091	872	0.6546	0.2000	0.6546	0.8091
0.4052	9.9318	874	0.6544	0.2000	0.6544	0.8090
0.4052	9.9545	876	0.6543	0.2000	0.6543	0.8089
0.4052	9.9773	878	0.6541	0.2000	0.6541	0.8088
0.4052	10.0	880	0.6540	0.2000	0.6540	0.8087

Framework versions

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