ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k17_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: 0.7833
• Qwk: 0.2531
• Mse: 0.7833
• Rmse: 0.8851

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	0.0235	2	3.9179	0.0086	3.9179	1.9794
No log	0.0471	4	1.7676	-0.0070	1.7676	1.3295
No log	0.0706	6	1.0620	0.0114	1.0620	1.0306
No log	0.0941	8	0.6217	0.1111	0.6217	0.7885
No log	0.1176	10	0.6006	0.0	0.6006	0.7750
No log	0.1412	12	0.5836	0.0	0.5836	0.7639
No log	0.1647	14	0.6178	0.3086	0.6178	0.7860
No log	0.1882	16	1.5446	0.0	1.5446	1.2428
No log	0.2118	18	1.3879	0.0	1.3879	1.1781
No log	0.2353	20	0.8502	-0.0081	0.8502	0.9221
No log	0.2588	22	0.6236	0.0	0.6236	0.7897
No log	0.2824	24	0.6111	0.0	0.6111	0.7817
No log	0.3059	26	0.6446	0.0	0.6446	0.8029
No log	0.3294	28	0.7006	0.0	0.7006	0.8370
No log	0.3529	30	0.7035	0.0	0.7035	0.8388
No log	0.3765	32	0.7520	0.0	0.7520	0.8672
No log	0.4	34	0.8229	0.2000	0.8229	0.9071
No log	0.4235	36	0.6408	-0.0853	0.6408	0.8005
No log	0.4471	38	0.7321	0.0061	0.7321	0.8557
No log	0.4706	40	0.8798	0.1055	0.8798	0.9380
No log	0.4941	42	0.7940	0.25	0.7940	0.8911
No log	0.5176	44	0.6369	-0.0159	0.6369	0.7981
No log	0.5412	46	0.7024	0.0	0.7024	0.8381
No log	0.5647	48	0.6515	0.0534	0.6515	0.8072
No log	0.5882	50	0.6484	-0.0196	0.6484	0.8052
No log	0.6118	52	0.9394	0.2208	0.9394	0.9692
No log	0.6353	54	0.7359	0.1475	0.7359	0.8579
No log	0.6588	56	0.6004	0.0365	0.6004	0.7749
No log	0.6824	58	0.5519	-0.0303	0.5519	0.7429
No log	0.7059	60	0.5458	0.1667	0.5458	0.7388
No log	0.7294	62	0.5881	0.2195	0.5881	0.7669
No log	0.7529	64	0.5279	0.2102	0.5279	0.7266
No log	0.7765	66	0.5039	0.4620	0.5039	0.7099
No log	0.8	68	0.5161	0.4286	0.5161	0.7184
No log	0.8235	70	0.7094	0.2146	0.7094	0.8422
No log	0.8471	72	0.6888	0.1852	0.6888	0.8300
No log	0.8706	74	0.5308	0.2102	0.5308	0.7286
No log	0.8941	76	0.9254	0.1628	0.9254	0.9620
No log	0.9176	78	0.8941	0.1864	0.8941	0.9456
No log	0.9412	80	0.6014	0.2558	0.6014	0.7755
No log	0.9647	82	0.7436	0.2475	0.7436	0.8623
No log	0.9882	84	0.7924	0.2294	0.7924	0.8902
No log	1.0118	86	1.6497	0.1710	1.6497	1.2844
No log	1.0353	88	1.7134	0.2000	1.7134	1.3090
No log	1.0588	90	1.3369	0.25	1.3369	1.1563
No log	1.0824	92	0.7528	0.1753	0.7528	0.8677
No log	1.1059	94	0.7605	0.1357	0.7605	0.8721
No log	1.1294	96	1.5520	0.2568	1.5520	1.2458
No log	1.1529	98	1.6235	0.2128	1.6235	1.2742
No log	1.1765	100	1.5848	0.1877	1.5848	1.2589
No log	1.2	102	0.8887	0.1090	0.8887	0.9427
No log	1.2235	104	0.8329	0.1321	0.8329	0.9126
No log	1.2471	106	0.8190	0.1610	0.8190	0.9050
No log	1.2706	108	1.2896	0.1831	1.2896	1.1356
No log	1.2941	110	1.3334	0.1541	1.3334	1.1547
No log	1.3176	112	1.2109	0.1181	1.2109	1.1004
No log	1.3412	114	0.9432	0.0459	0.9432	0.9712
No log	1.3647	116	1.0019	0.1525	1.0019	1.0010
No log	1.3882	118	1.4754	0.0588	1.4754	1.2147
No log	1.4118	120	1.5900	0.0466	1.5900	1.2609
No log	1.4353	122	1.2562	0.1587	1.2562	1.1208
No log	1.4588	124	0.9392	0.1712	0.9392	0.9691
No log	1.4824	126	0.7044	0.2332	0.7044	0.8393
No log	1.5059	128	0.7959	0.1628	0.7959	0.8921
No log	1.5294	130	0.7314	0.2965	0.7314	0.8552
No log	1.5529	132	1.7939	0.1740	1.7939	1.3394
No log	1.5765	134	2.0378	0.1033	2.0378	1.4275
No log	1.6	136	1.0275	0.25	1.0275	1.0137
No log	1.6235	138	0.7862	0.2727	0.7862	0.8867
No log	1.6471	140	0.8064	0.3153	0.8064	0.8980
No log	1.6706	142	1.4291	0.1703	1.4291	1.1954
No log	1.6941	144	1.6576	0.1489	1.6576	1.2875
No log	1.7176	146	0.9514	0.2340	0.9514	0.9754
No log	1.7412	148	0.6930	0.2542	0.6930	0.8325
No log	1.7647	150	0.6577	0.1617	0.6577	0.8110
No log	1.7882	152	0.6900	0.2457	0.6900	0.8307
No log	1.8118	154	0.7392	0.2184	0.7392	0.8598
No log	1.8353	156	0.8646	0.2146	0.8646	0.9298
No log	1.8588	158	0.8837	0.1858	0.8837	0.9401
No log	1.8824	160	1.2125	0.0769	1.2125	1.1011
No log	1.9059	162	1.1282	0.0710	1.1282	1.0621
No log	1.9294	164	0.7877	0.3143	0.7877	0.8875
No log	1.9529	166	0.9376	0.2066	0.9376	0.9683
No log	1.9765	168	1.0472	0.0866	1.0472	1.0233
No log	2.0	170	1.1383	0.1601	1.1383	1.0669
No log	2.0235	172	0.8718	0.2356	0.8718	0.9337
No log	2.0471	174	1.0450	0.1815	1.0450	1.0222
No log	2.0706	176	1.0961	0.1818	1.0961	1.0470
No log	2.0941	178	1.1987	0.0463	1.1987	1.0948
No log	2.1176	180	0.9105	0.1848	0.9105	0.9542
No log	2.1412	182	0.7040	0.1000	0.7040	0.8391
No log	2.1647	184	0.6889	0.0886	0.6889	0.8300
No log	2.1882	186	0.6687	0.0692	0.6687	0.8178
No log	2.2118	188	0.7043	0.0952	0.7043	0.8392
No log	2.2353	190	0.8697	0.1443	0.8697	0.9326
No log	2.2588	192	1.2709	0.1065	1.2709	1.1273
No log	2.2824	194	1.1948	0.1837	1.1948	1.0931
No log	2.3059	196	1.2124	0.1724	1.2124	1.1011
No log	2.3294	198	1.7282	0.1286	1.7282	1.3146
No log	2.3529	200	2.2920	0.0629	2.2920	1.5139
No log	2.3765	202	1.6650	0.1072	1.6650	1.2904
No log	2.4	204	0.8549	0.2000	0.8549	0.9246
No log	2.4235	206	0.7965	0.2000	0.7965	0.8925
No log	2.4471	208	0.7746	0.2410	0.7746	0.8801
No log	2.4706	210	1.0516	0.1235	1.0516	1.0255
No log	2.4941	212	1.0057	0.0901	1.0057	1.0029
No log	2.5176	214	0.8744	0.1092	0.8744	0.9351
No log	2.5412	216	0.7329	0.3035	0.7329	0.8561
No log	2.5647	218	0.8573	0.2126	0.8573	0.9259
No log	2.5882	220	1.3069	0.1316	1.3069	1.1432
No log	2.6118	222	1.5507	0.1124	1.5507	1.2453
No log	2.6353	224	1.0211	0.1429	1.0211	1.0105
No log	2.6588	226	0.7642	0.2637	0.7642	0.8742
No log	2.6824	228	0.8131	0.2294	0.8131	0.9017
No log	2.7059	230	1.0823	0.1032	1.0823	1.0403
No log	2.7294	232	1.1443	0.1329	1.1443	1.0697
No log	2.7529	234	0.9204	0.1579	0.9204	0.9594
No log	2.7765	236	0.7056	0.2350	0.7056	0.8400
No log	2.8	238	0.7756	0.2315	0.7756	0.8807
No log	2.8235	240	1.0600	0.0746	1.0600	1.0295
No log	2.8471	242	0.9546	0.1613	0.9546	0.9770
No log	2.8706	244	0.8475	0.1538	0.8475	0.9206
No log	2.8941	246	0.6788	0.3182	0.6788	0.8239
No log	2.9176	248	0.7207	0.3469	0.7207	0.8489
No log	2.9412	250	0.9609	0.2269	0.9609	0.9803
No log	2.9647	252	1.2744	0.0588	1.2744	1.1289
No log	2.9882	254	1.1057	0.0530	1.1057	1.0515
No log	3.0118	256	0.9493	0.1864	0.9493	0.9743
No log	3.0353	258	0.8416	0.2632	0.8416	0.9174
No log	3.0588	260	0.9118	0.2605	0.9118	0.9549
No log	3.0824	262	1.2274	0.0712	1.2274	1.1079
No log	3.1059	264	1.6989	0.0848	1.6989	1.3034
No log	3.1294	266	1.3959	0.0712	1.3959	1.1815
No log	3.1529	268	0.9096	0.2348	0.9096	0.9538
No log	3.1765	270	0.8258	0.3116	0.8258	0.9087
No log	3.2	272	0.9315	0.2199	0.9315	0.9651
No log	3.2235	274	1.2541	0.1845	1.2541	1.1199
No log	3.2471	276	1.0084	0.1506	1.0084	1.0042
No log	3.2706	278	0.7532	0.1925	0.7532	0.8679
No log	3.2941	280	0.6493	0.2471	0.6493	0.8058
No log	3.3176	282	0.6209	0.2096	0.6209	0.7880
No log	3.3412	284	0.7249	0.2000	0.7249	0.8514
No log	3.3647	286	1.2704	0.1392	1.2704	1.1271
No log	3.3882	288	1.4497	0.1437	1.4497	1.2040
No log	3.4118	290	1.1113	0.2162	1.1113	1.0542
No log	3.4353	292	0.6458	0.2360	0.6458	0.8036
No log	3.4588	294	0.6020	0.3136	0.6020	0.7759
No log	3.4824	296	0.5920	0.2663	0.5920	0.7694
No log	3.5059	298	0.7608	0.1781	0.7608	0.8722
No log	3.5294	300	1.1982	0.2157	1.1982	1.0946
No log	3.5529	302	1.2070	0.2157	1.2070	1.0986
No log	3.5765	304	0.9291	0.1822	0.9291	0.9639
No log	3.6	306	0.6811	0.0769	0.6811	0.8253
No log	3.6235	308	0.6648	0.2265	0.6648	0.8153
No log	3.6471	310	0.7159	0.2000	0.7159	0.8461
No log	3.6706	312	0.7849	0.1786	0.7849	0.8859
No log	3.6941	314	0.6936	0.1746	0.6936	0.8328
No log	3.7176	316	0.6410	0.1086	0.6410	0.8006
No log	3.7412	318	0.6094	0.2626	0.6094	0.7806
No log	3.7647	320	0.7298	0.2390	0.7298	0.8543
No log	3.7882	322	1.1532	0.1327	1.1532	1.0739
No log	3.8118	324	1.2233	0.1327	1.2233	1.1060
No log	3.8353	326	1.0464	0.1831	1.0464	1.0229
No log	3.8588	328	1.0208	0.0996	1.0208	1.0103
No log	3.8824	330	1.1869	0.1327	1.1869	1.0894
No log	3.9059	332	1.4886	0.1445	1.4886	1.2201
No log	3.9294	334	1.3618	0.1368	1.3618	1.1670
No log	3.9529	336	0.9431	0.1751	0.9431	0.9711
No log	3.9765	338	0.8167	0.1652	0.8167	0.9037
No log	4.0	340	0.9558	0.1756	0.9558	0.9776
No log	4.0235	342	1.2736	0.1373	1.2736	1.1285
No log	4.0471	344	1.3346	0.1139	1.3346	1.1553
No log	4.0706	346	1.0097	0.1461	1.0097	1.0048
No log	4.0941	348	0.8246	0.2069	0.8246	0.9081
No log	4.1176	350	0.8586	0.2069	0.8586	0.9266
No log	4.1412	352	1.0113	0.1818	1.0113	1.0056
No log	4.1647	354	1.2159	0.0769	1.2159	1.1027
No log	4.1882	356	1.1313	0.1831	1.1313	1.0636
No log	4.2118	358	0.8960	0.2000	0.8960	0.9466
No log	4.2353	360	0.8286	0.2464	0.8286	0.9103
No log	4.2588	362	0.8639	0.1321	0.8639	0.9295
No log	4.2824	364	1.0943	0.0903	1.0943	1.0461
No log	4.3059	366	1.2541	0.1026	1.2541	1.1199
No log	4.3294	368	1.1008	0.1111	1.1008	1.0492
No log	4.3529	370	1.0136	0.0672	1.0136	1.0068
No log	4.3765	372	0.8995	0.1154	0.8995	0.9484
No log	4.4	374	0.8750	0.1154	0.8750	0.9354
No log	4.4235	376	0.9925	0.0522	0.9925	0.9962
No log	4.4471	378	1.1206	0.0747	1.1206	1.0586
No log	4.4706	380	0.9946	0.1440	0.9946	0.9973
No log	4.4941	382	0.8011	0.2161	0.8011	0.8951
No log	4.5176	384	0.7904	0.1111	0.7904	0.8890
No log	4.5412	386	0.8387	0.1527	0.8387	0.9158
No log	4.5647	388	1.0591	0.1304	1.0591	1.0291
No log	4.5882	390	1.3743	0.1611	1.3743	1.1723
No log	4.6118	392	1.3465	0.1850	1.3465	1.1604
No log	4.6353	394	1.0181	0.0996	1.0181	1.0090
No log	4.6588	396	0.6937	0.25	0.6937	0.8329
No log	4.6824	398	0.6872	0.2323	0.6872	0.8290
No log	4.7059	400	0.6529	0.2707	0.6529	0.8080
No log	4.7294	402	0.7022	0.2727	0.7022	0.8380
No log	4.7529	404	1.0593	0.1890	1.0593	1.0292
No log	4.7765	406	1.4133	0.1220	1.4133	1.1888
No log	4.8	408	1.3779	0.1220	1.3779	1.1739
No log	4.8235	410	1.1106	0.1724	1.1106	1.0539
No log	4.8471	412	0.7735	0.1560	0.7735	0.8795
No log	4.8706	414	0.5982	0.1795	0.5982	0.7734
No log	4.8941	416	0.5783	0.2215	0.5783	0.7605
No log	4.9176	418	0.6099	0.2000	0.6099	0.7810
No log	4.9412	420	0.7175	0.1739	0.7175	0.8471
No log	4.9647	422	1.0422	0.1515	1.0422	1.0209
No log	4.9882	424	1.4008	0.1293	1.4008	1.1836
No log	5.0118	426	1.3547	0.1293	1.3547	1.1639
No log	5.0353	428	1.2146	0.1788	1.2146	1.1021
No log	5.0588	430	0.9543	0.1751	0.9543	0.9769
No log	5.0824	432	0.7527	0.2308	0.7527	0.8676
No log	5.1059	434	0.7298	0.2421	0.7298	0.8543
No log	5.1294	436	0.7745	0.1759	0.7745	0.8800
No log	5.1529	438	0.9326	0.0937	0.9326	0.9657
No log	5.1765	440	1.0343	0.1280	1.0343	1.0170
No log	5.2	442	0.9491	0.1227	0.9491	0.9742
No log	5.2235	444	0.7664	0.1005	0.7664	0.8754
No log	5.2471	446	0.7019	0.2096	0.7019	0.8378
No log	5.2706	448	0.7105	0.1628	0.7105	0.8429
No log	5.2941	450	0.8177	0.1855	0.8177	0.9043
No log	5.3176	452	0.9783	0.0996	0.9783	0.9891
No log	5.3412	454	0.9730	0.0996	0.9730	0.9864
No log	5.3647	456	0.8210	0.1855	0.8210	0.9061
No log	5.3882	458	0.6697	0.1605	0.6697	0.8184
No log	5.4118	460	0.6368	0.2000	0.6368	0.7980
No log	5.4353	462	0.6554	0.1529	0.6554	0.8096
No log	5.4588	464	0.7761	0.2143	0.7761	0.8809
No log	5.4824	466	1.0398	0.1839	1.0398	1.0197
No log	5.5059	468	1.1076	0.2105	1.1076	1.0524
No log	5.5294	470	0.9738	0.2113	0.9738	0.9868
No log	5.5529	472	0.8422	0.1803	0.8422	0.9177
No log	5.5765	474	0.7221	0.1927	0.7221	0.8498
No log	5.6	476	0.7174	0.1619	0.7174	0.8470
No log	5.6235	478	0.7308	0.2074	0.7308	0.8549
No log	5.6471	480	0.7242	0.2000	0.7242	0.8510
No log	5.6706	482	0.7235	0.2000	0.7235	0.8506
No log	5.6941	484	0.8266	0.1475	0.8266	0.9092
No log	5.7176	486	0.8641	0.1811	0.8641	0.9296
No log	5.7412	488	0.9107	0.1506	0.9107	0.9543
No log	5.7647	490	0.9366	0.1506	0.9366	0.9678
No log	5.7882	492	0.9122	0.1506	0.9122	0.9551
No log	5.8118	494	0.8040	0.1660	0.8040	0.8966
No log	5.8353	496	0.7125	0.2563	0.7125	0.8441
No log	5.8588	498	0.7279	0.2511	0.7279	0.8532
0.4707	5.8824	500	0.7349	0.2489	0.7349	0.8573
0.4707	5.9059	502	0.7459	0.1858	0.7459	0.8637
0.4707	5.9294	504	0.7748	0.1790	0.7748	0.8802
0.4707	5.9529	506	0.7293	0.0980	0.7293	0.8540
0.4707	5.9765	508	0.6794	0.1600	0.6794	0.8243
0.4707	6.0	510	0.6791	0.1340	0.6791	0.8241
0.4707	6.0235	512	0.8105	0.1858	0.8105	0.9003
0.4707	6.0471	514	0.9575	0.1831	0.9575	0.9785
0.4707	6.0706	516	0.9426	0.2941	0.9426	0.9709
0.4707	6.0941	518	0.8919	0.2320	0.8919	0.9444
0.4707	6.1176	520	0.8037	0.2900	0.8037	0.8965
0.4707	6.1412	522	0.8452	0.2320	0.8452	0.9194
0.4707	6.1647	524	0.9400	0.2416	0.9400	0.9695
0.4707	6.1882	526	0.9153	0.2187	0.9153	0.9567
0.4707	6.2118	528	0.8584	0.2199	0.8584	0.9265
0.4707	6.2353	530	0.7669	0.1527	0.7669	0.8757
0.4707	6.2588	532	0.7201	0.2676	0.7201	0.8486
0.4707	6.2824	534	0.7166	0.2963	0.7166	0.8465
0.4707	6.3059	536	0.7785	0.2661	0.7785	0.8824
0.4707	6.3294	538	0.8708	0.1864	0.8708	0.9331
0.4707	6.3529	540	0.8514	0.1515	0.8514	0.9227
0.4707	6.3765	542	0.8845	0.2199	0.8845	0.9405
0.4707	6.4	544	0.8358	0.1193	0.8358	0.9142
0.4707	6.4235	546	0.7666	0.1402	0.7666	0.8756
0.4707	6.4471	548	0.7253	0.2963	0.7253	0.8516
0.4707	6.4706	550	0.7619	0.2661	0.7619	0.8729
0.4707	6.4941	552	0.8223	0.1416	0.8223	0.9068
0.4707	6.5176	554	0.9167	0.1875	0.9167	0.9575
0.4707	6.5412	556	0.9235	0.1875	0.9235	0.9610
0.4707	6.5647	558	0.8180	0.1429	0.8180	0.9044
0.4707	6.5882	560	0.7374	0.2661	0.7374	0.8587
0.4707	6.6118	562	0.7176	0.2661	0.7176	0.8471
0.4707	6.6353	564	0.7581	0.1469	0.7581	0.8707
0.4707	6.6588	566	0.7670	0.1154	0.7670	0.8758
0.4707	6.6824	568	0.7505	0.1154	0.7505	0.8663
0.4707	6.7059	570	0.7173	0.1154	0.7173	0.8469
0.4707	6.7294	572	0.6264	0.25	0.6264	0.7915
0.4707	6.7529	574	0.5993	0.2809	0.5993	0.7741
0.4707	6.7765	576	0.6272	0.2421	0.6272	0.7919
0.4707	6.8	578	0.6212	0.2746	0.6212	0.7882
0.4707	6.8235	580	0.6443	0.2727	0.6443	0.8027
0.4707	6.8471	582	0.6682	0.28	0.6682	0.8174
0.4707	6.8706	584	0.6917	0.2744	0.6917	0.8317
0.4707	6.8941	586	0.7029	0.2364	0.7029	0.8384
0.4707	6.9176	588	0.7688	0.2980	0.7688	0.8768
0.4707	6.9412	590	0.7916	0.2727	0.7916	0.8897
0.4707	6.9647	592	0.8837	0.2184	0.8837	0.9400
0.4707	6.9882	594	0.9691	0.1884	0.9691	0.9844
0.4707	7.0118	596	0.9511	0.2177	0.9511	0.9752
0.4707	7.0353	598	0.8809	0.2184	0.8809	0.9385
0.4707	7.0588	600	0.7529	0.2150	0.7529	0.8677
0.4707	7.0824	602	0.6623	0.24	0.6623	0.8138
0.4707	7.1059	604	0.6491	0.3131	0.6491	0.8057
0.4707	7.1294	606	0.6934	0.2830	0.6934	0.8327
0.4707	7.1529	608	0.7840	0.1795	0.7840	0.8854
0.4707	7.1765	610	0.8996	0.2119	0.8996	0.9485
0.4707	7.2	612	0.9428	0.2177	0.9428	0.9710
0.4707	7.2235	614	0.8875	0.2121	0.8875	0.9421
0.4707	7.2471	616	0.8440	0.2441	0.8440	0.9187
0.4707	7.2706	618	0.7469	0.2618	0.7469	0.8643
0.4707	7.2941	620	0.7139	0.2982	0.7139	0.8449
0.4707	7.3176	622	0.6407	0.2850	0.6407	0.8005
0.4707	7.3412	624	0.6099	0.3407	0.6099	0.7809
0.4707	7.3647	626	0.6086	0.3333	0.6086	0.7801
0.4707	7.3882	628	0.6466	0.3035	0.6466	0.8041
0.4707	7.4118	630	0.7158	0.2432	0.7158	0.8461
0.4707	7.4353	632	0.7676	0.2759	0.7676	0.8761
0.4707	7.4588	634	0.8339	0.2126	0.8339	0.9132
0.4707	7.4824	636	0.8024	0.2450	0.8024	0.8958
0.4707	7.5059	638	0.8040	0.2450	0.8040	0.8966
0.4707	7.5294	640	0.8135	0.2450	0.8135	0.9019
0.4707	7.5529	642	0.8316	0.2126	0.8316	0.9119
0.4707	7.5765	644	0.8533	0.2126	0.8533	0.9238
0.4707	7.6	646	0.8150	0.2640	0.8150	0.9028
0.4707	7.6235	648	0.7269	0.3247	0.7269	0.8526
0.4707	7.6471	650	0.7014	0.3103	0.7014	0.8375
0.4707	7.6706	652	0.7241	0.3080	0.7241	0.8510
0.4707	7.6941	654	0.7980	0.2863	0.7980	0.8933
0.4707	7.7176	656	0.8373	0.2593	0.8373	0.9150
0.4707	7.7412	658	0.8505	0.2581	0.8505	0.9222
0.4707	7.7647	660	0.8731	0.2308	0.8731	0.9344
0.4707	7.7882	662	0.9109	0.2604	0.9109	0.9544
0.4707	7.8118	664	0.9090	0.2124	0.9090	0.9534
0.4707	7.8353	666	0.8490	0.2000	0.8490	0.9214
0.4707	7.8588	668	0.8069	0.2340	0.8069	0.8983
0.4707	7.8824	670	0.7458	0.2711	0.7458	0.8636
0.4707	7.9059	672	0.7293	0.2453	0.7293	0.8540
0.4707	7.9294	674	0.7132	0.2762	0.7132	0.8445
0.4707	7.9529	676	0.7436	0.2982	0.7436	0.8623
0.4707	7.9765	678	0.8240	0.2327	0.8240	0.9077
0.4707	8.0	680	0.9445	0.1815	0.9445	0.9719
0.4707	8.0235	682	1.0069	0.1831	1.0069	1.0035
0.4707	8.0471	684	1.0372	0.2111	1.0372	1.0184
0.4707	8.0706	686	1.0040	0.1831	1.0040	1.0020
0.4707	8.0941	688	0.8932	0.2640	0.8932	0.9451
0.4707	8.1176	690	0.8100	0.2593	0.8100	0.9000
0.4707	8.1412	692	0.7422	0.2554	0.7422	0.8615
0.4707	8.1647	694	0.7334	0.2554	0.7334	0.8564
0.4707	8.1882	696	0.7463	0.2542	0.7463	0.8639
0.4707	8.2118	698	0.7313	0.2554	0.7313	0.8551
0.4707	8.2353	700	0.7227	0.3303	0.7227	0.8501
0.4707	8.2588	702	0.7495	0.2542	0.7495	0.8657
0.4707	8.2824	704	0.8185	0.2640	0.8185	0.9047
0.4707	8.3059	706	0.8828	0.1746	0.8828	0.9395
0.4707	8.3294	708	0.8848	0.1746	0.8848	0.9406
0.4707	8.3529	710	0.8372	0.2065	0.8372	0.9150
0.4707	8.3765	712	0.7866	0.2340	0.7866	0.8869
0.4707	8.4	714	0.7277	0.2287	0.7277	0.8530
0.4707	8.4235	716	0.6991	0.2653	0.6991	0.8362
0.4707	8.4471	718	0.6919	0.2563	0.6919	0.8318
0.4707	8.4706	720	0.7062	0.2653	0.7062	0.8403
0.4707	8.4941	722	0.7489	0.2287	0.7489	0.8654
0.4707	8.5176	724	0.8008	0.1441	0.8008	0.8949
0.4707	8.5412	726	0.8473	0.1799	0.8473	0.9205
0.4707	8.5647	728	0.8797	0.1545	0.8797	0.9379
0.4707	8.5882	730	0.8653	0.1807	0.8653	0.9302
0.4707	8.6118	732	0.8426	0.1504	0.8426	0.9179
0.4707	8.6353	734	0.8351	0.1504	0.8351	0.9138
0.4707	8.6588	736	0.8686	0.1807	0.8686	0.9320
0.4707	8.6824	738	0.8850	0.1807	0.8850	0.9407
0.4707	8.7059	740	0.8574	0.1736	0.8574	0.9260
0.4707	8.7294	742	0.8422	0.1736	0.8422	0.9177
0.4707	8.7529	744	0.8042	0.2520	0.8042	0.8968
0.4707	8.7765	746	0.7652	0.2542	0.7652	0.8747
0.4707	8.8	748	0.7482	0.2900	0.7482	0.8650
0.4707	8.8235	750	0.7604	0.2900	0.7604	0.8720
0.4707	8.8471	752	0.7898	0.2542	0.7898	0.8887
0.4707	8.8706	754	0.8161	0.2520	0.8161	0.9034
0.4707	8.8941	756	0.8391	0.2520	0.8391	0.9160
0.4707	8.9176	758	0.8403	0.2520	0.8403	0.9167
0.4707	8.9412	760	0.8547	0.2520	0.8547	0.9245
0.4707	8.9647	762	0.8946	0.1360	0.8946	0.9458
0.4707	8.9882	764	0.9059	0.1746	0.9059	0.9518
0.4707	9.0118	766	0.8971	0.1360	0.8971	0.9472
0.4707	9.0353	768	0.8974	0.1360	0.8974	0.9473
0.4707	9.0588	770	0.8738	0.1935	0.8738	0.9347
0.4707	9.0824	772	0.8359	0.2520	0.8359	0.9143
0.4707	9.1059	774	0.8011	0.2531	0.8011	0.8951
0.4707	9.1294	776	0.7722	0.2542	0.7722	0.8787
0.4707	9.1529	778	0.7628	0.2900	0.7628	0.8734
0.4707	9.1765	780	0.7689	0.2542	0.7689	0.8769
0.4707	9.2	782	0.7906	0.2531	0.7906	0.8892
0.4707	9.2235	784	0.8300	0.1730	0.8300	0.9110
0.4707	9.2471	786	0.8769	0.1799	0.8769	0.9364
0.4707	9.2706	788	0.8969	0.1545	0.8969	0.9470
0.4707	9.2941	790	0.9040	0.1545	0.9040	0.9508
0.4707	9.3176	792	0.8854	0.1545	0.8854	0.9409
0.4707	9.3412	794	0.8572	0.1525	0.8572	0.9259
0.4707	9.3647	796	0.8245	0.1799	0.8245	0.9080
0.4707	9.3882	798	0.7930	0.1790	0.7930	0.8905
0.4707	9.4118	800	0.7763	0.1790	0.7763	0.8811
0.4707	9.4353	802	0.7645	0.2618	0.7645	0.8744
0.4707	9.4588	804	0.7630	0.2618	0.7630	0.8735
0.4707	9.4824	806	0.7658	0.2542	0.7658	0.8751
0.4707	9.5059	808	0.7767	0.2531	0.7767	0.8813
0.4707	9.5294	810	0.7958	0.2605	0.7958	0.8921
0.4707	9.5529	812	0.8109	0.2000	0.8109	0.9005
0.4707	9.5765	814	0.8167	0.2000	0.8167	0.9037
0.4707	9.6	816	0.8131	0.2000	0.8131	0.9017
0.4707	9.6235	818	0.8102	0.2000	0.8102	0.9001
0.4707	9.6471	820	0.7998	0.2605	0.7998	0.8943
0.4707	9.6706	822	0.7866	0.2531	0.7866	0.8869
0.4707	9.6941	824	0.7762	0.2542	0.7762	0.8810
0.4707	9.7176	826	0.7665	0.2542	0.7665	0.8755
0.4707	9.7412	828	0.7619	0.2542	0.7619	0.8729
0.4707	9.7647	830	0.7639	0.2542	0.7639	0.8740
0.4707	9.7882	832	0.7715	0.2542	0.7715	0.8783
0.4707	9.8118	834	0.7738	0.2542	0.7738	0.8797
0.4707	9.8353	836	0.7764	0.2542	0.7764	0.8811
0.4707	9.8588	838	0.7783	0.2542	0.7783	0.8822
0.4707	9.8824	840	0.7817	0.2531	0.7817	0.8841
0.4707	9.9059	842	0.7834	0.2531	0.7834	0.8851
0.4707	9.9294	844	0.7840	0.2531	0.7840	0.8854
0.4707	9.9529	846	0.7842	0.2531	0.7842	0.8856
0.4707	9.9765	848	0.7838	0.2531	0.7838	0.8853
0.4707	10.0	850	0.7833	0.2531	0.7833	0.8851

Framework versions

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