ArabicNewSplits6_FineTuningAraBERT_run1_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: 0.7789
• Qwk: 0.6632
• Mse: 0.7789
• Rmse: 0.8825

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	0.0202	2	5.2054	-0.0110	5.2054	2.2815
No log	0.0404	4	3.5012	0.0276	3.5012	1.8712
No log	0.0606	6	2.4925	-0.0440	2.4925	1.5788
No log	0.0808	8	2.0985	-0.0934	2.0985	1.4486
No log	0.1010	10	1.5862	0.0968	1.5862	1.2595
No log	0.1212	12	1.3638	0.2322	1.3638	1.1678
No log	0.1414	14	1.3948	0.1233	1.3948	1.1810
No log	0.1616	16	1.4148	0.0700	1.4148	1.1895
No log	0.1818	18	1.3074	0.1031	1.3074	1.1434
No log	0.2020	20	1.1771	0.3268	1.1771	1.0849
No log	0.2222	22	1.2257	0.2462	1.2257	1.1071
No log	0.2424	24	1.1828	0.1813	1.1828	1.0876
No log	0.2626	26	1.1817	0.1161	1.1817	1.0871
No log	0.2828	28	1.2154	0.1689	1.2154	1.1025
No log	0.3030	30	1.0634	0.2378	1.0634	1.0312
No log	0.3232	32	1.0610	0.4175	1.0610	1.0301
No log	0.3434	34	1.3408	0.1421	1.3408	1.1579
No log	0.3636	36	1.5124	0.1465	1.5124	1.2298
No log	0.3838	38	1.5697	0.1455	1.5697	1.2529
No log	0.4040	40	1.5555	0.1555	1.5555	1.2472
No log	0.4242	42	1.4888	0.1791	1.4888	1.2202
No log	0.4444	44	1.3242	0.2424	1.3242	1.1507
No log	0.4646	46	1.1803	0.3161	1.1803	1.0864
No log	0.4848	48	1.2168	0.3088	1.2168	1.1031
No log	0.5051	50	1.2607	0.3153	1.2607	1.1228
No log	0.5253	52	1.2725	0.3197	1.2725	1.1281
No log	0.5455	54	1.2167	0.2854	1.2167	1.1030
No log	0.5657	56	1.1041	0.3357	1.1041	1.0508
No log	0.5859	58	0.9943	0.3195	0.9943	0.9972
No log	0.6061	60	1.1247	0.3303	1.1247	1.0605
No log	0.6263	62	1.1430	0.3081	1.1430	1.0691
No log	0.6465	64	1.0617	0.3039	1.0617	1.0304
No log	0.6667	66	0.9201	0.3700	0.9201	0.9592
No log	0.6869	68	0.8831	0.4639	0.8831	0.9397
No log	0.7071	70	0.9487	0.4748	0.9487	0.9740
No log	0.7273	72	1.2023	0.3950	1.2023	1.0965
No log	0.7475	74	1.8135	0.3323	1.8135	1.3467
No log	0.7677	76	2.4751	0.2014	2.4751	1.5732
No log	0.7879	78	2.6802	0.1758	2.6802	1.6371
No log	0.8081	80	2.3141	0.2664	2.3141	1.5212
No log	0.8283	82	1.7229	0.3080	1.7229	1.3126
No log	0.8485	84	1.2521	0.3875	1.2521	1.1190
No log	0.8687	86	1.1022	0.3854	1.1022	1.0499
No log	0.8889	88	0.9785	0.3824	0.9785	0.9892
No log	0.9091	90	0.8378	0.4703	0.8378	0.9153
No log	0.9293	92	0.7735	0.5003	0.7735	0.8795
No log	0.9495	94	0.7581	0.5250	0.7581	0.8707
No log	0.9697	96	0.7654	0.5109	0.7654	0.8749
No log	0.9899	98	0.8174	0.4891	0.8174	0.9041
No log	1.0101	100	0.9432	0.5093	0.9432	0.9712
No log	1.0303	102	1.0803	0.5121	1.0803	1.0394
No log	1.0505	104	1.0437	0.5433	1.0437	1.0216
No log	1.0707	106	0.9384	0.5345	0.9384	0.9687
No log	1.0909	108	0.8484	0.5814	0.8484	0.9211
No log	1.1111	110	0.8445	0.5786	0.8445	0.9190
No log	1.1313	112	0.8434	0.5763	0.8434	0.9184
No log	1.1515	114	0.8480	0.5662	0.8480	0.9209
No log	1.1717	116	0.7734	0.6384	0.7734	0.8794
No log	1.1919	118	0.7256	0.6317	0.7256	0.8518
No log	1.2121	120	0.7027	0.6136	0.7027	0.8383
No log	1.2323	122	0.7329	0.6447	0.7329	0.8561
No log	1.2525	124	0.8771	0.5766	0.8771	0.9366
No log	1.2727	126	0.9421	0.5433	0.9421	0.9706
No log	1.2929	128	1.1107	0.4326	1.1107	1.0539
No log	1.3131	130	1.1502	0.4365	1.1502	1.0725
No log	1.3333	132	1.0974	0.4331	1.0974	1.0476
No log	1.3535	134	0.9882	0.5228	0.9882	0.9941
No log	1.3737	136	0.9683	0.5526	0.9683	0.9840
No log	1.3939	138	0.9629	0.5602	0.9629	0.9813
No log	1.4141	140	0.8653	0.5849	0.8653	0.9302
No log	1.4343	142	0.7888	0.6806	0.7888	0.8881
No log	1.4545	144	0.8383	0.6026	0.8383	0.9156
No log	1.4747	146	0.9350	0.5780	0.9350	0.9670
No log	1.4949	148	1.0067	0.5421	1.0067	1.0034
No log	1.5152	150	1.0569	0.4966	1.0569	1.0281
No log	1.5354	152	0.9637	0.5054	0.9637	0.9817
No log	1.5556	154	0.9639	0.5338	0.9639	0.9818
No log	1.5758	156	1.1022	0.5218	1.1022	1.0498
No log	1.5960	158	1.3095	0.4847	1.3095	1.1443
No log	1.6162	160	1.4277	0.4607	1.4277	1.1949
No log	1.6364	162	1.2969	0.4908	1.2969	1.1388
No log	1.6566	164	1.1276	0.5164	1.1276	1.0619
No log	1.6768	166	0.9684	0.4895	0.9684	0.9841
No log	1.6970	168	0.8351	0.5535	0.8351	0.9138
No log	1.7172	170	0.7611	0.6071	0.7611	0.8724
No log	1.7374	172	0.7463	0.5959	0.7463	0.8639
No log	1.7576	174	0.7528	0.5824	0.7528	0.8676
No log	1.7778	176	0.7611	0.6034	0.7611	0.8724
No log	1.7980	178	0.8495	0.5781	0.8495	0.9217
No log	1.8182	180	1.1327	0.4800	1.1327	1.0643
No log	1.8384	182	1.4052	0.3684	1.4052	1.1854
No log	1.8586	184	1.4701	0.3577	1.4701	1.2125
No log	1.8788	186	1.3076	0.4330	1.3076	1.1435
No log	1.8990	188	1.1545	0.4736	1.1545	1.0745
No log	1.9192	190	1.0930	0.4440	1.0930	1.0454
No log	1.9394	192	1.0169	0.5067	1.0169	1.0084
No log	1.9596	194	1.0336	0.5016	1.0336	1.0167
No log	1.9798	196	1.0247	0.5337	1.0247	1.0123
No log	2.0	198	0.9508	0.5353	0.9508	0.9751
No log	2.0202	200	0.9839	0.4535	0.9839	0.9919
No log	2.0404	202	0.9973	0.4693	0.9973	0.9986
No log	2.0606	204	0.9286	0.6429	0.9286	0.9636
No log	2.0808	206	0.8628	0.6327	0.8628	0.9288
No log	2.1010	208	0.8293	0.6270	0.8293	0.9107
No log	2.1212	210	0.8527	0.6079	0.8527	0.9234
No log	2.1414	212	0.8903	0.5788	0.8903	0.9436
No log	2.1616	214	0.9279	0.5688	0.9279	0.9633
No log	2.1818	216	0.9336	0.5702	0.9336	0.9662
No log	2.2020	218	1.0388	0.5453	1.0388	1.0192
No log	2.2222	220	1.2274	0.4682	1.2274	1.1079
No log	2.2424	222	1.1983	0.4906	1.1983	1.0947
No log	2.2626	224	1.0354	0.5718	1.0354	1.0176
No log	2.2828	226	0.8221	0.6342	0.8221	0.9067
No log	2.3030	228	0.7084	0.6525	0.7084	0.8417
No log	2.3232	230	0.6847	0.6475	0.6847	0.8275
No log	2.3434	232	0.6489	0.6794	0.6489	0.8056
No log	2.3636	234	0.6412	0.6796	0.6412	0.8007
No log	2.3838	236	0.6428	0.6785	0.6428	0.8018
No log	2.4040	238	0.6754	0.7187	0.6754	0.8218
No log	2.4242	240	0.7542	0.6696	0.7542	0.8684
No log	2.4444	242	0.7915	0.6544	0.7915	0.8896
No log	2.4646	244	0.7985	0.6342	0.7985	0.8936
No log	2.4848	246	0.8477	0.6431	0.8477	0.9207
No log	2.5051	248	0.8568	0.6484	0.8568	0.9257
No log	2.5253	250	0.8294	0.6372	0.8294	0.9107
No log	2.5455	252	0.8127	0.5631	0.8127	0.9015
No log	2.5657	254	0.7916	0.5578	0.7916	0.8897
No log	2.5859	256	0.7656	0.5662	0.7656	0.8750
No log	2.6061	258	0.7191	0.6275	0.7191	0.8480
No log	2.6263	260	0.6944	0.6967	0.6944	0.8333
No log	2.6465	262	0.7184	0.7072	0.7184	0.8476
No log	2.6667	264	0.7554	0.7243	0.7554	0.8692
No log	2.6869	266	0.7955	0.6895	0.7955	0.8919
No log	2.7071	268	0.7968	0.6914	0.7968	0.8927
No log	2.7273	270	0.8052	0.6569	0.8052	0.8973
No log	2.7475	272	0.7927	0.6671	0.7927	0.8903
No log	2.7677	274	0.8584	0.6540	0.8584	0.9265
No log	2.7879	276	1.1129	0.4811	1.1129	1.0549
No log	2.8081	278	1.6791	0.3198	1.6791	1.2958
No log	2.8283	280	2.3441	0.1852	2.3441	1.5311
No log	2.8485	282	1.9882	0.2425	1.9882	1.4100
No log	2.8687	284	1.4156	0.3872	1.4156	1.1898
No log	2.8889	286	1.0554	0.4879	1.0554	1.0273
No log	2.9091	288	0.8817	0.5060	0.8817	0.9390
No log	2.9293	290	0.8793	0.5512	0.8793	0.9377
No log	2.9495	292	0.8992	0.5824	0.8992	0.9482
No log	2.9697	294	0.8804	0.5963	0.8804	0.9383
No log	2.9899	296	0.8387	0.6115	0.8387	0.9158
No log	3.0101	298	0.8789	0.5320	0.8789	0.9375
No log	3.0303	300	0.8852	0.5660	0.8852	0.9408
No log	3.0505	302	0.8912	0.5799	0.8912	0.9440
No log	3.0707	304	0.8182	0.6107	0.8182	0.9045
No log	3.0909	306	0.7648	0.6409	0.7648	0.8745
No log	3.1111	308	0.7072	0.6525	0.7072	0.8409
No log	3.1313	310	0.6868	0.6616	0.6868	0.8287
No log	3.1515	312	0.6954	0.6440	0.6954	0.8339
No log	3.1717	314	0.6861	0.6543	0.6861	0.8283
No log	3.1919	316	0.6819	0.6525	0.6819	0.8258
No log	3.2121	318	0.6664	0.6728	0.6664	0.8163
No log	3.2323	320	0.6641	0.6673	0.6641	0.8149
No log	3.2525	322	0.6795	0.6596	0.6795	0.8243
No log	3.2727	324	0.7457	0.6847	0.7457	0.8636
No log	3.2929	326	0.8143	0.6795	0.8143	0.9024
No log	3.3131	328	0.7985	0.6916	0.7985	0.8936
No log	3.3333	330	0.7247	0.6807	0.7247	0.8513
No log	3.3535	332	0.7090	0.6600	0.7090	0.8420
No log	3.3737	334	0.7236	0.6382	0.7236	0.8506
No log	3.3939	336	0.7225	0.6390	0.7225	0.8500
No log	3.4141	338	0.7087	0.6436	0.7087	0.8418
No log	3.4343	340	0.6996	0.6436	0.6996	0.8364
No log	3.4545	342	0.6973	0.6286	0.6973	0.8350
No log	3.4747	344	0.6992	0.6334	0.6992	0.8362
No log	3.4949	346	0.6983	0.6513	0.6983	0.8356
No log	3.5152	348	0.6929	0.6480	0.6929	0.8324
No log	3.5354	350	0.6854	0.6563	0.6854	0.8279
No log	3.5556	352	0.6773	0.6962	0.6773	0.8230
No log	3.5758	354	0.6718	0.7295	0.6718	0.8196
No log	3.5960	356	0.6993	0.7264	0.6993	0.8363
No log	3.6162	358	0.7408	0.6991	0.7408	0.8607
No log	3.6364	360	0.7670	0.6804	0.7670	0.8758
No log	3.6566	362	0.7486	0.6789	0.7486	0.8652
No log	3.6768	364	0.7193	0.6796	0.7193	0.8481
No log	3.6970	366	0.6976	0.6919	0.6976	0.8352
No log	3.7172	368	0.6693	0.6984	0.6693	0.8181
No log	3.7374	370	0.6586	0.6705	0.6586	0.8116
No log	3.7576	372	0.6897	0.6876	0.6897	0.8305
No log	3.7778	374	0.7585	0.6540	0.7585	0.8709
No log	3.7980	376	0.7700	0.6589	0.7700	0.8775
No log	3.8182	378	0.7048	0.6712	0.7048	0.8395
No log	3.8384	380	0.6845	0.6676	0.6845	0.8274
No log	3.8586	382	0.6635	0.6303	0.6635	0.8146
No log	3.8788	384	0.6715	0.6358	0.6715	0.8194
No log	3.8990	386	0.6863	0.6729	0.6863	0.8284
No log	3.9192	388	0.7312	0.6488	0.7312	0.8551
No log	3.9394	390	0.7795	0.6403	0.7795	0.8829
No log	3.9596	392	0.7726	0.6451	0.7726	0.8790
No log	3.9798	394	0.7376	0.6346	0.7376	0.8589
No log	4.0	396	0.7161	0.6711	0.7161	0.8462
No log	4.0202	398	0.6960	0.6724	0.6960	0.8343
No log	4.0404	400	0.6866	0.6964	0.6866	0.8286
No log	4.0606	402	0.6923	0.6769	0.6923	0.8320
No log	4.0808	404	0.7374	0.6784	0.7374	0.8587
No log	4.1010	406	0.8099	0.6714	0.8099	0.8999
No log	4.1212	408	0.8380	0.6537	0.8380	0.9154
No log	4.1414	410	0.8065	0.6310	0.8065	0.8981
No log	4.1616	412	0.7601	0.6385	0.7601	0.8718
No log	4.1818	414	0.7538	0.6303	0.7538	0.8682
No log	4.2020	416	0.7600	0.6467	0.7600	0.8718
No log	4.2222	418	0.7505	0.6533	0.7505	0.8663
No log	4.2424	420	0.7318	0.6533	0.7318	0.8554
No log	4.2626	422	0.7167	0.6893	0.7167	0.8466
No log	4.2828	424	0.7429	0.6777	0.7429	0.8619
No log	4.3030	426	0.8029	0.6795	0.8029	0.8961
No log	4.3232	428	0.8120	0.6779	0.8120	0.9011
No log	4.3434	430	0.7691	0.6887	0.7691	0.8770
No log	4.3636	432	0.7489	0.6688	0.7489	0.8654
No log	4.3838	434	0.7321	0.6398	0.7321	0.8556
No log	4.4040	436	0.7167	0.6542	0.7167	0.8466
No log	4.4242	438	0.6939	0.6366	0.6939	0.8330
No log	4.4444	440	0.6848	0.6481	0.6848	0.8275
No log	4.4646	442	0.7070	0.6654	0.7070	0.8408
No log	4.4848	444	0.7663	0.6893	0.7663	0.8754
No log	4.5051	446	0.8602	0.6724	0.8602	0.9275
No log	4.5253	448	0.9042	0.6662	0.9042	0.9509
No log	4.5455	450	0.8922	0.6629	0.8922	0.9445
No log	4.5657	452	0.8211	0.6722	0.8211	0.9061
No log	4.5859	454	0.7304	0.6913	0.7304	0.8546
No log	4.6061	456	0.6983	0.6866	0.6983	0.8357
No log	4.6263	458	0.7124	0.6848	0.7124	0.8441
No log	4.6465	460	0.7314	0.6959	0.7314	0.8552
No log	4.6667	462	0.7559	0.7023	0.7559	0.8694
No log	4.6869	464	0.7223	0.6947	0.7223	0.8499
No log	4.7071	466	0.7039	0.6931	0.7039	0.8390
No log	4.7273	468	0.6851	0.6931	0.6851	0.8277
No log	4.7475	470	0.7038	0.7063	0.7038	0.8389
No log	4.7677	472	0.6962	0.6764	0.6962	0.8344
No log	4.7879	474	0.6709	0.6715	0.6709	0.8191
No log	4.8081	476	0.6472	0.6968	0.6472	0.8045
No log	4.8283	478	0.6358	0.7024	0.6358	0.7974
No log	4.8485	480	0.6437	0.6920	0.6437	0.8023
No log	4.8687	482	0.7092	0.6789	0.7092	0.8421
No log	4.8889	484	0.7942	0.6757	0.7942	0.8912
No log	4.9091	486	0.8238	0.6827	0.8238	0.9076
No log	4.9293	488	0.8037	0.6739	0.8037	0.8965
No log	4.9495	490	0.7829	0.6739	0.7829	0.8848
No log	4.9697	492	0.7545	0.6666	0.7545	0.8686
No log	4.9899	494	0.7149	0.6705	0.7149	0.8455
No log	5.0101	496	0.6973	0.6682	0.6973	0.8351
No log	5.0303	498	0.6935	0.6523	0.6935	0.8328
0.4729	5.0505	500	0.6923	0.6513	0.6923	0.8321
0.4729	5.0707	502	0.7181	0.6831	0.7181	0.8474
0.4729	5.0909	504	0.7337	0.6820	0.7337	0.8566
0.4729	5.1111	506	0.7413	0.6893	0.7413	0.8610
0.4729	5.1313	508	0.7358	0.6893	0.7358	0.8578
0.4729	5.1515	510	0.7205	0.6804	0.7205	0.8488
0.4729	5.1717	512	0.7394	0.6819	0.7394	0.8599
0.4729	5.1919	514	0.7841	0.6526	0.7841	0.8855
0.4729	5.2121	516	0.7908	0.6526	0.7908	0.8893
0.4729	5.2323	518	0.7757	0.6759	0.7757	0.8807
0.4729	5.2525	520	0.7555	0.6456	0.7555	0.8692
0.4729	5.2727	522	0.7308	0.6251	0.7308	0.8548
0.4729	5.2929	524	0.7070	0.6420	0.7070	0.8408
0.4729	5.3131	526	0.6938	0.6637	0.6938	0.8329
0.4729	5.3333	528	0.6802	0.6610	0.6802	0.8248
0.4729	5.3535	530	0.6672	0.6842	0.6672	0.8168
0.4729	5.3737	532	0.6808	0.6909	0.6808	0.8251
0.4729	5.3939	534	0.7085	0.6754	0.7085	0.8417
0.4729	5.4141	536	0.7098	0.6659	0.7098	0.8425
0.4729	5.4343	538	0.6809	0.6715	0.6809	0.8252
0.4729	5.4545	540	0.6590	0.6847	0.6590	0.8118
0.4729	5.4747	542	0.6528	0.7069	0.6528	0.8080
0.4729	5.4949	544	0.6727	0.6768	0.6727	0.8202
0.4729	5.5152	546	0.6737	0.6926	0.6737	0.8208
0.4729	5.5354	548	0.6823	0.7072	0.6823	0.8260
0.4729	5.5556	550	0.7207	0.6901	0.7207	0.8490
0.4729	5.5758	552	0.7267	0.6884	0.7267	0.8525
0.4729	5.5960	554	0.7081	0.6839	0.7081	0.8415
0.4729	5.6162	556	0.6989	0.6861	0.6989	0.8360
0.4729	5.6364	558	0.6909	0.6998	0.6909	0.8312
0.4729	5.6566	560	0.6868	0.6929	0.6868	0.8287
0.4729	5.6768	562	0.6785	0.6809	0.6785	0.8237
0.4729	5.6970	564	0.6757	0.6859	0.6757	0.8220
0.4729	5.7172	566	0.6698	0.6813	0.6698	0.8184
0.4729	5.7374	568	0.6674	0.6825	0.6674	0.8170
0.4729	5.7576	570	0.6615	0.7061	0.6615	0.8133
0.4729	5.7778	572	0.6602	0.7047	0.6602	0.8125
0.4729	5.7980	574	0.6640	0.7001	0.6640	0.8149
0.4729	5.8182	576	0.6819	0.6704	0.6819	0.8258
0.4729	5.8384	578	0.6952	0.6852	0.6952	0.8338
0.4729	5.8586	580	0.7147	0.6706	0.7147	0.8454
0.4729	5.8788	582	0.7101	0.6852	0.7101	0.8427
0.4729	5.8990	584	0.7082	0.6788	0.7082	0.8415
0.4729	5.9192	586	0.7103	0.6701	0.7103	0.8428
0.4729	5.9394	588	0.7076	0.6686	0.7076	0.8412
0.4729	5.9596	590	0.7159	0.6716	0.7159	0.8461
0.4729	5.9798	592	0.7435	0.6744	0.7435	0.8622
0.4729	6.0	594	0.7805	0.6789	0.7805	0.8834
0.4729	6.0202	596	0.8141	0.6518	0.8141	0.9023
0.4729	6.0404	598	0.7971	0.6606	0.7971	0.8928
0.4729	6.0606	600	0.7436	0.6725	0.7436	0.8623
0.4729	6.0808	602	0.6877	0.6747	0.6877	0.8293
0.4729	6.1010	604	0.6683	0.6755	0.6683	0.8175
0.4729	6.1212	606	0.6727	0.6737	0.6727	0.8202
0.4729	6.1414	608	0.6916	0.6878	0.6916	0.8316
0.4729	6.1616	610	0.7312	0.6754	0.7312	0.8551
0.4729	6.1818	612	0.7771	0.6436	0.7771	0.8816
0.4729	6.2020	614	0.7968	0.6464	0.7968	0.8926
0.4729	6.2222	616	0.7732	0.6464	0.7732	0.8793
0.4729	6.2424	618	0.7421	0.6796	0.7421	0.8615
0.4729	6.2626	620	0.7295	0.6788	0.7295	0.8541
0.4729	6.2828	622	0.7132	0.6807	0.7132	0.8445
0.4729	6.3030	624	0.7162	0.6743	0.7162	0.8463
0.4729	6.3232	626	0.7427	0.6622	0.7427	0.8618
0.4729	6.3434	628	0.7484	0.6722	0.7484	0.8651
0.4729	6.3636	630	0.7448	0.6722	0.7448	0.8630
0.4729	6.3838	632	0.7572	0.6777	0.7572	0.8702
0.4729	6.4040	634	0.7520	0.6784	0.7520	0.8672
0.4729	6.4242	636	0.7405	0.6784	0.7405	0.8605
0.4729	6.4444	638	0.7171	0.6710	0.7171	0.8468
0.4729	6.4646	640	0.6942	0.6852	0.6942	0.8332
0.4729	6.4848	642	0.6914	0.6961	0.6914	0.8315
0.4729	6.5051	644	0.6961	0.7028	0.6961	0.8343
0.4729	6.5253	646	0.6949	0.7009	0.6949	0.8336
0.4729	6.5455	648	0.6945	0.7002	0.6945	0.8334
0.4729	6.5657	650	0.7110	0.6622	0.7110	0.8432
0.4729	6.5859	652	0.7303	0.6642	0.7303	0.8546
0.4729	6.6061	654	0.7448	0.6645	0.7448	0.8630
0.4729	6.6263	656	0.7549	0.6731	0.7549	0.8689
0.4729	6.6465	658	0.7527	0.6720	0.7527	0.8676
0.4729	6.6667	660	0.7600	0.6703	0.7600	0.8718
0.4729	6.6869	662	0.7620	0.6695	0.7620	0.8729
0.4729	6.7071	664	0.7637	0.6695	0.7637	0.8739
0.4729	6.7273	666	0.7626	0.6642	0.7626	0.8733
0.4729	6.7475	668	0.7642	0.6527	0.7642	0.8742
0.4729	6.7677	670	0.7543	0.6527	0.7543	0.8685
0.4729	6.7879	672	0.7542	0.6527	0.7542	0.8684
0.4729	6.8081	674	0.7830	0.6638	0.7830	0.8849
0.4729	6.8283	676	0.7963	0.6571	0.7963	0.8923
0.4729	6.8485	678	0.7767	0.6593	0.7767	0.8813
0.4729	6.8687	680	0.7548	0.6528	0.7548	0.8688
0.4729	6.8889	682	0.7341	0.6707	0.7341	0.8568
0.4729	6.9091	684	0.7012	0.6777	0.7012	0.8374
0.4729	6.9293	686	0.6758	0.6694	0.6758	0.8221
0.4729	6.9495	688	0.6749	0.6705	0.6749	0.8215
0.4729	6.9697	690	0.6909	0.6632	0.6909	0.8312
0.4729	6.9899	692	0.7093	0.6712	0.7093	0.8422
0.4729	7.0101	694	0.7419	0.6798	0.7419	0.8613
0.4729	7.0303	696	0.7925	0.6407	0.7925	0.8902
0.4729	7.0505	698	0.8197	0.6509	0.8197	0.9054
0.4729	7.0707	700	0.8382	0.6574	0.8382	0.9155
0.4729	7.0909	702	0.8190	0.6580	0.8190	0.9050
0.4729	7.1111	704	0.7746	0.6500	0.7746	0.8801
0.4729	7.1313	706	0.7454	0.6580	0.7454	0.8633
0.4729	7.1515	708	0.7387	0.6896	0.7387	0.8595
0.4729	7.1717	710	0.7379	0.6879	0.7379	0.8590
0.4729	7.1919	712	0.7267	0.6945	0.7267	0.8525
0.4729	7.2121	714	0.7142	0.7043	0.7142	0.8451
0.4729	7.2323	716	0.7073	0.7063	0.7073	0.8410
0.4729	7.2525	718	0.7100	0.7043	0.7100	0.8426
0.4729	7.2727	720	0.7049	0.7001	0.7049	0.8396
0.4729	7.2929	722	0.6972	0.7043	0.6972	0.8350
0.4729	7.3131	724	0.6853	0.6947	0.6853	0.8278
0.4729	7.3333	726	0.6842	0.7046	0.6842	0.8272
0.4729	7.3535	728	0.6975	0.6895	0.6975	0.8352
0.4729	7.3737	730	0.7010	0.6755	0.7010	0.8373
0.4729	7.3939	732	0.6940	0.6845	0.6940	0.8331
0.4729	7.4141	734	0.6780	0.6878	0.6780	0.8234
0.4729	7.4343	736	0.6635	0.6729	0.6635	0.8146
0.4729	7.4545	738	0.6553	0.6663	0.6553	0.8095
0.4729	7.4747	740	0.6509	0.6663	0.6509	0.8068
0.4729	7.4949	742	0.6560	0.6813	0.6560	0.8099
0.4729	7.5152	744	0.6740	0.6814	0.6740	0.8210
0.4729	7.5354	746	0.7015	0.6533	0.7015	0.8375
0.4729	7.5556	748	0.7196	0.6607	0.7196	0.8483
0.4729	7.5758	750	0.7273	0.6547	0.7273	0.8528
0.4729	7.5960	752	0.7350	0.6591	0.7350	0.8573
0.4729	7.6162	754	0.7277	0.6589	0.7277	0.8531
0.4729	7.6364	756	0.7146	0.6727	0.7146	0.8453
0.4729	7.6566	758	0.7084	0.6690	0.7084	0.8417
0.4729	7.6768	760	0.7068	0.6878	0.7068	0.8407
0.4729	7.6970	762	0.7085	0.6922	0.7085	0.8417
0.4729	7.7172	764	0.7078	0.6878	0.7078	0.8413
0.4729	7.7374	766	0.7151	0.6800	0.7151	0.8456
0.4729	7.7576	768	0.7342	0.6813	0.7342	0.8568
0.4729	7.7778	770	0.7554	0.6770	0.7554	0.8691
0.4729	7.7980	772	0.7590	0.6781	0.7590	0.8712
0.4729	7.8182	774	0.7507	0.6711	0.7507	0.8664
0.4729	7.8384	776	0.7277	0.6622	0.7277	0.8530
0.4729	7.8586	778	0.7063	0.6638	0.7063	0.8404
0.4729	7.8788	780	0.6943	0.6784	0.6943	0.8332
0.4729	7.8990	782	0.6827	0.6686	0.6827	0.8263
0.4729	7.9192	784	0.6806	0.6722	0.6806	0.8250
0.4729	7.9394	786	0.6882	0.6762	0.6882	0.8296
0.4729	7.9596	788	0.7083	0.6717	0.7083	0.8416
0.4729	7.9798	790	0.7439	0.6714	0.7439	0.8625
0.4729	8.0	792	0.7710	0.6818	0.7710	0.8781
0.4729	8.0202	794	0.7714	0.6783	0.7714	0.8783
0.4729	8.0404	796	0.7549	0.6741	0.7549	0.8689
0.4729	8.0606	798	0.7369	0.6756	0.7369	0.8584
0.4729	8.0808	800	0.7175	0.6720	0.7175	0.8471
0.4729	8.1010	802	0.7037	0.6671	0.7037	0.8388
0.4729	8.1212	804	0.6955	0.6758	0.6955	0.8339
0.4729	8.1414	806	0.6951	0.6802	0.6951	0.8337
0.4729	8.1616	808	0.7013	0.6595	0.7013	0.8374
0.4729	8.1818	810	0.7147	0.6636	0.7147	0.8454
0.4729	8.2020	812	0.7408	0.6729	0.7408	0.8607
0.4729	8.2222	814	0.7599	0.6661	0.7599	0.8717
0.4729	8.2424	816	0.7774	0.6645	0.7774	0.8817
0.4729	8.2626	818	0.7765	0.6654	0.7765	0.8812
0.4729	8.2828	820	0.7758	0.6654	0.7758	0.8808
0.4729	8.3030	822	0.7684	0.6664	0.7684	0.8766
0.4729	8.3232	824	0.7575	0.6758	0.7575	0.8703
0.4729	8.3434	826	0.7406	0.6776	0.7406	0.8606
0.4729	8.3636	828	0.7339	0.6776	0.7339	0.8567
0.4729	8.3838	830	0.7258	0.6765	0.7258	0.8519
0.4729	8.4040	832	0.7213	0.6703	0.7213	0.8493
0.4729	8.4242	834	0.7285	0.6765	0.7285	0.8535
0.4729	8.4444	836	0.7446	0.6705	0.7446	0.8629
0.4729	8.4646	838	0.7692	0.6683	0.7692	0.8770
0.4729	8.4848	840	0.7839	0.6787	0.7839	0.8854
0.4729	8.5051	842	0.8043	0.6846	0.8043	0.8968
0.4729	8.5253	844	0.8102	0.6791	0.8102	0.9001
0.4729	8.5455	846	0.8046	0.6801	0.8046	0.8970
0.4729	8.5657	848	0.8037	0.6652	0.8037	0.8965
0.4729	8.5859	850	0.7994	0.6652	0.7994	0.8941
0.4729	8.6061	852	0.7873	0.6722	0.7873	0.8873
0.4729	8.6263	854	0.7655	0.6613	0.7655	0.8749
0.4729	8.6465	856	0.7421	0.6679	0.7421	0.8615
0.4729	8.6667	858	0.7213	0.6589	0.7213	0.8493
0.4729	8.6869	860	0.7108	0.6632	0.7108	0.8431
0.4729	8.7071	862	0.7050	0.6632	0.7050	0.8396
0.4729	8.7273	864	0.7063	0.6632	0.7063	0.8404
0.4729	8.7475	866	0.7144	0.6642	0.7144	0.8452
0.4729	8.7677	868	0.7265	0.6572	0.7265	0.8524
0.4729	8.7879	870	0.7412	0.6621	0.7412	0.8609
0.4729	8.8081	872	0.7629	0.6762	0.7629	0.8735
0.4729	8.8283	874	0.7794	0.6710	0.7794	0.8829
0.4729	8.8485	876	0.7857	0.6686	0.7857	0.8864
0.4729	8.8687	878	0.7798	0.6729	0.7798	0.8831
0.4729	8.8889	880	0.7696	0.6729	0.7696	0.8773
0.4729	8.9091	882	0.7603	0.6729	0.7603	0.8719
0.4729	8.9293	884	0.7531	0.6761	0.7531	0.8678
0.4729	8.9495	886	0.7428	0.6778	0.7428	0.8618
0.4729	8.9697	888	0.7315	0.6681	0.7315	0.8553
0.4729	8.9899	890	0.7195	0.6609	0.7195	0.8483
0.4729	9.0101	892	0.7142	0.6652	0.7142	0.8451
0.4729	9.0303	894	0.7157	0.6652	0.7157	0.8460
0.4729	9.0505	896	0.7224	0.6609	0.7224	0.8499
0.4729	9.0707	898	0.7351	0.6758	0.7351	0.8574
0.4729	9.0909	900	0.7494	0.6751	0.7494	0.8657
0.4729	9.1111	902	0.7634	0.6744	0.7634	0.8737
0.4729	9.1313	904	0.7677	0.6744	0.7677	0.8762
0.4729	9.1515	906	0.7658	0.6744	0.7658	0.8751
0.4729	9.1717	908	0.7639	0.6744	0.7639	0.8740
0.4729	9.1919	910	0.7602	0.6621	0.7602	0.8719
0.4729	9.2121	912	0.7596	0.6558	0.7596	0.8715
0.4729	9.2323	914	0.7605	0.6602	0.7605	0.8721
0.4729	9.2525	916	0.7594	0.6602	0.7594	0.8714
0.4729	9.2727	918	0.7622	0.6602	0.7622	0.8730
0.4729	9.2929	920	0.7617	0.6661	0.7617	0.8728
0.4729	9.3131	922	0.7564	0.6598	0.7564	0.8697
0.4729	9.3333	924	0.7548	0.6598	0.7548	0.8688
0.4729	9.3535	926	0.7554	0.6615	0.7554	0.8691
0.4729	9.3737	928	0.7583	0.6598	0.7583	0.8708
0.4729	9.3939	930	0.7630	0.6598	0.7630	0.8735
0.4729	9.4141	932	0.7652	0.6598	0.7652	0.8748
0.4729	9.4343	934	0.7665	0.6598	0.7665	0.8755
0.4729	9.4545	936	0.7672	0.6598	0.7672	0.8759
0.4729	9.4747	938	0.7670	0.6598	0.7670	0.8758
0.4729	9.4949	940	0.7696	0.6555	0.7696	0.8772
0.4729	9.5152	942	0.7734	0.6511	0.7734	0.8794
0.4729	9.5354	944	0.7757	0.6511	0.7757	0.8807
0.4729	9.5556	946	0.7758	0.6511	0.7758	0.8808
0.4729	9.5758	948	0.7781	0.6618	0.7781	0.8821
0.4729	9.5960	950	0.7810	0.6618	0.7810	0.8837
0.4729	9.6162	952	0.7822	0.6602	0.7822	0.8844
0.4729	9.6364	954	0.7830	0.6645	0.7830	0.8849
0.4729	9.6566	956	0.7819	0.6582	0.7819	0.8842
0.4729	9.6768	958	0.7807	0.6598	0.7807	0.8836
0.4729	9.6970	960	0.7811	0.6582	0.7811	0.8838
0.4729	9.7172	962	0.7807	0.6582	0.7807	0.8836
0.4729	9.7374	964	0.7807	0.6582	0.7807	0.8836
0.4729	9.7576	966	0.7803	0.6582	0.7803	0.8834
0.4729	9.7778	968	0.7795	0.6615	0.7795	0.8829
0.4729	9.7980	970	0.7784	0.6615	0.7784	0.8823
0.4729	9.8182	972	0.7785	0.6615	0.7785	0.8823
0.4729	9.8384	974	0.7784	0.6615	0.7784	0.8822
0.4729	9.8586	976	0.7791	0.6615	0.7791	0.8827
0.4729	9.8788	978	0.7790	0.6632	0.7790	0.8826
0.4729	9.8990	980	0.7791	0.6632	0.7791	0.8827
0.4729	9.9192	982	0.7792	0.6632	0.7792	0.8827
0.4729	9.9394	984	0.7793	0.6632	0.7793	0.8828
0.4729	9.9596	986	0.7789	0.6632	0.7789	0.8826
0.4729	9.9798	988	0.7789	0.6632	0.7789	0.8825
0.4729	10.0	990	0.7789	0.6632	0.7789	0.8825

Framework versions

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