ArabicNewSplits4_FineTuningAraBERT_run3_AugV5_k19_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: 0.6388
• Qwk: 0.2081
• Mse: 0.6388
• Rmse: 0.7993

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	0.0267	2	3.2452	-0.0341	3.2452	1.8014
No log	0.0533	4	1.5818	-0.0070	1.5818	1.2577
No log	0.08	6	1.2350	0.0037	1.2350	1.1113
No log	0.1067	8	1.1031	0.0195	1.1031	1.0503
No log	0.1333	10	0.8747	0.1193	0.8747	0.9353
No log	0.16	12	0.6025	0.1773	0.6025	0.7762
No log	0.1867	14	0.6428	0.1429	0.6428	0.8017
No log	0.2133	16	0.6095	0.1795	0.6095	0.7807
No log	0.24	18	0.6329	0.1905	0.6329	0.7955
No log	0.2667	20	0.6931	0.2444	0.6931	0.8325
No log	0.2933	22	0.6320	0.0145	0.6320	0.7950
No log	0.32	24	0.5844	0.0	0.5844	0.7644
No log	0.3467	26	0.5976	0.0	0.5976	0.7730
No log	0.3733	28	0.6262	0.0	0.6262	0.7913
No log	0.4	30	0.6719	0.0476	0.6719	0.8197
No log	0.4267	32	0.8110	-0.0196	0.8110	0.9006
No log	0.4533	34	0.6424	0.0145	0.6424	0.8015
No log	0.48	36	0.6382	0.0	0.6382	0.7989
No log	0.5067	38	0.7195	0.0	0.7195	0.8482
No log	0.5333	40	0.7385	0.0080	0.7385	0.8594
No log	0.56	42	0.6431	0.0	0.6431	0.8019
No log	0.5867	44	0.6908	0.1605	0.6908	0.8311
No log	0.6133	46	1.0992	-0.1029	1.0992	1.0484
No log	0.64	48	1.1554	-0.0159	1.1554	1.0749
No log	0.6667	50	0.9449	-0.1000	0.9449	0.9721
No log	0.6933	52	0.6451	0.1020	0.6451	0.8032
No log	0.72	54	0.6349	0.0	0.6349	0.7968
No log	0.7467	56	0.6542	0.0	0.6542	0.8088
No log	0.7733	58	0.6333	0.0	0.6333	0.7958
No log	0.8	60	0.6400	0.1220	0.6400	0.8000
No log	0.8267	62	0.6940	0.0145	0.6940	0.8331
No log	0.8533	64	0.7392	0.1111	0.7392	0.8598
No log	0.88	66	0.6754	0.0725	0.6754	0.8218
No log	0.9067	68	0.6088	0.0	0.6088	0.7803
No log	0.9333	70	0.6664	0.0	0.6664	0.8164
No log	0.96	72	0.7176	0.0	0.7176	0.8471
No log	0.9867	74	0.6525	0.0	0.6525	0.8078
No log	1.0133	76	0.6155	0.0	0.6155	0.7846
No log	1.04	78	0.6289	-0.0081	0.6289	0.7930
No log	1.0667	80	0.6467	-0.0303	0.6467	0.8042
No log	1.0933	82	0.6973	0.0545	0.6973	0.8350
No log	1.12	84	0.7366	0.0805	0.7366	0.8582
No log	1.1467	86	0.7970	-0.0794	0.7970	0.8928
No log	1.1733	88	0.7494	0.0452	0.7494	0.8657
No log	1.2	90	0.7755	0.0380	0.7755	0.8806
No log	1.2267	92	0.7682	-0.0588	0.7682	0.8765
No log	1.2533	94	0.8835	0.0164	0.8835	0.9399
No log	1.28	96	0.9541	0.0909	0.9541	0.9768
No log	1.3067	98	0.8270	0.2516	0.8270	0.9094
No log	1.3333	100	0.7098	0.0769	0.7098	0.8425
No log	1.3600	102	0.6023	0.0476	0.6023	0.7761
No log	1.3867	104	0.6314	0.0	0.6314	0.7946
No log	1.4133	106	0.5855	0.0388	0.5855	0.7652
No log	1.44	108	0.5696	0.0388	0.5696	0.7547
No log	1.4667	110	0.5628	-0.0081	0.5628	0.7502
No log	1.4933	112	0.5752	0.0	0.5752	0.7584
No log	1.52	114	0.5678	0.0476	0.5678	0.7535
No log	1.5467	116	0.5839	0.0222	0.5839	0.7641
No log	1.5733	118	0.6857	0.1429	0.6857	0.8281
No log	1.6	120	0.6777	0.0345	0.6777	0.8232
No log	1.6267	122	0.8209	0.1746	0.8209	0.9060
No log	1.6533	124	0.7788	0.1475	0.7788	0.8825
No log	1.6800	126	1.0266	0.1111	1.0266	1.0132
No log	1.7067	128	1.1648	0.0335	1.1648	1.0793
No log	1.7333	130	0.7709	0.1648	0.7709	0.8780
No log	1.76	132	0.8788	0.0291	0.8788	0.9374
No log	1.7867	134	1.0101	-0.0667	1.0101	1.0050
No log	1.8133	136	0.9735	-0.0612	0.9735	0.9867
No log	1.8400	138	0.8295	0.0538	0.8295	0.9108
No log	1.8667	140	0.6710	0.1707	0.6710	0.8192
No log	1.8933	142	0.7461	0.0108	0.7461	0.8638
No log	1.92	144	0.6482	0.1445	0.6482	0.8051
No log	1.9467	146	0.7244	0.1220	0.7244	0.8511
No log	1.9733	148	0.9532	-0.0383	0.9532	0.9763
No log	2.0	150	1.0256	0.0286	1.0256	1.0127
No log	2.0267	152	0.9747	0.0698	0.9747	0.9873
No log	2.0533	154	0.6753	0.2914	0.6753	0.8218
No log	2.08	156	0.6367	0.2889	0.6367	0.7979
No log	2.1067	158	0.6825	0.3224	0.6825	0.8262
No log	2.1333	160	0.8955	0.0823	0.8955	0.9463
No log	2.16	162	0.7996	0.2653	0.7996	0.8942
No log	2.1867	164	0.6420	0.2265	0.6420	0.8013
No log	2.2133	166	0.7532	0.2941	0.7532	0.8679
No log	2.24	168	0.9740	0.1304	0.9740	0.9869
No log	2.2667	170	0.7947	0.1020	0.7947	0.8914
No log	2.2933	172	0.6608	0.1195	0.6608	0.8129
No log	2.32	174	0.6647	0.1195	0.6647	0.8153
No log	2.3467	176	0.7814	-0.0455	0.7814	0.8840
No log	2.3733	178	0.8220	0.0204	0.8220	0.9066
No log	2.4	180	0.6737	-0.0068	0.6737	0.8208
No log	2.4267	182	0.7479	0.2487	0.7479	0.8648
No log	2.4533	184	0.6896	0.2174	0.6896	0.8304
No log	2.48	186	0.6625	0.0526	0.6625	0.8139
No log	2.5067	188	1.0138	0.1692	1.0138	1.0069
No log	2.5333	190	1.2077	0.0968	1.2077	1.0990
No log	2.56	192	0.9390	0.1673	0.9390	0.9690
No log	2.5867	194	0.5746	0.0933	0.5746	0.7580
No log	2.6133	196	0.6294	0.2644	0.6294	0.7934
No log	2.64	198	0.5978	0.1304	0.5978	0.7732
No log	2.6667	200	0.6425	0.1617	0.6425	0.8015
No log	2.6933	202	0.7558	0.1357	0.7558	0.8694
No log	2.7200	204	0.8486	0.2146	0.8486	0.9212
No log	2.7467	206	0.8809	0.2554	0.8809	0.9386
No log	2.7733	208	0.7345	0.2079	0.7345	0.8570
No log	2.8	210	0.7731	0.2075	0.7731	0.8793
No log	2.8267	212	1.1283	0.1304	1.1283	1.0622
No log	2.8533	214	1.0214	0.2180	1.0214	1.0106
No log	2.88	216	1.0456	0.2180	1.0456	1.0225
No log	2.9067	218	1.0840	0.1304	1.0840	1.0412
No log	2.9333	220	0.8619	0.1475	0.8619	0.9284
No log	2.96	222	0.6208	0.3661	0.6208	0.7879
No log	2.9867	224	0.6445	0.3478	0.6445	0.8028
No log	3.0133	226	0.6234	0.3862	0.6234	0.7896
No log	3.04	228	0.9284	0.1811	0.9284	0.9635
No log	3.0667	230	1.1127	0.1378	1.1127	1.0549
No log	3.0933	232	1.0546	0.1648	1.0546	1.0269
No log	3.12	234	0.8008	0.2140	0.8008	0.8949
No log	3.1467	236	0.5880	0.2370	0.5880	0.7668
No log	3.1733	238	0.6103	0.2350	0.6103	0.7812
No log	3.2	240	0.7552	0.2511	0.7552	0.8690
No log	3.2267	242	0.7965	0.2423	0.7965	0.8925
No log	3.2533	244	0.8297	0.2743	0.8297	0.9109
No log	3.2800	246	0.7403	0.2793	0.7403	0.8604
No log	3.3067	248	0.6132	0.3367	0.6132	0.7830
No log	3.3333	250	0.6298	0.2350	0.6298	0.7936
No log	3.36	252	0.7625	0.2523	0.7625	0.8732
No log	3.3867	254	0.8957	0.2771	0.8957	0.9464
No log	3.4133	256	0.7902	0.2811	0.7902	0.8889
No log	3.44	258	0.6719	0.3200	0.6719	0.8197
No log	3.4667	260	0.7811	0.2727	0.7811	0.8838
No log	3.4933	262	0.8019	0.2000	0.8019	0.8955
No log	3.52	264	0.8750	0.2068	0.8750	0.9354
No log	3.5467	266	1.0202	0.1880	1.0202	1.0100
No log	3.5733	268	0.8207	0.2414	0.8207	0.9059
No log	3.6	270	0.6254	0.3297	0.6254	0.7908
No log	3.6267	272	0.6280	0.3073	0.6280	0.7924
No log	3.6533	274	0.7071	0.2762	0.7071	0.8409
No log	3.68	276	0.7385	0.2762	0.7385	0.8594
No log	3.7067	278	0.6880	0.2607	0.6880	0.8295
No log	3.7333	280	0.7042	0.2523	0.7042	0.8391
No log	3.76	282	0.7424	0.2661	0.7424	0.8616
No log	3.7867	284	0.8392	0.25	0.8392	0.9161
No log	3.8133	286	0.7462	0.2150	0.7462	0.8638
No log	3.84	288	0.7019	0.2637	0.7019	0.8378
No log	3.8667	290	0.8183	0.2838	0.8183	0.9046
No log	3.8933	292	1.0518	0.1278	1.0518	1.0256
No log	3.92	294	0.9418	0.0958	0.9418	0.9705
No log	3.9467	296	0.7066	0.3077	0.7066	0.8406
No log	3.9733	298	0.6392	0.2323	0.6392	0.7995
No log	4.0	300	0.6311	0.3073	0.6311	0.7944
No log	4.0267	302	0.8003	0.2212	0.8003	0.8946
No log	4.0533	304	1.1000	0.1418	1.1000	1.0488
No log	4.08	306	1.0576	0.1418	1.0576	1.0284
No log	4.1067	308	0.7684	0.1841	0.7684	0.8766
No log	4.1333	310	0.6265	0.3149	0.6265	0.7915
No log	4.16	312	0.6571	0.3191	0.6571	0.8106
No log	4.1867	314	0.6798	0.2917	0.6798	0.8245
No log	4.2133	316	0.9433	0.1873	0.9433	0.9712
No log	4.24	318	1.2522	0.0580	1.2522	1.1190
No log	4.2667	320	1.2327	0.0833	1.2327	1.1103
No log	4.2933	322	0.9353	0.1873	0.9353	0.9671
No log	4.32	324	0.7053	0.2079	0.7053	0.8398
No log	4.3467	326	0.6948	0.2340	0.6948	0.8335
No log	4.3733	328	0.7652	0.1923	0.7652	0.8747
No log	4.4	330	1.0418	0.1562	1.0418	1.0207
No log	4.4267	332	1.3667	0.0627	1.3667	1.1691
No log	4.4533	334	1.3294	0.0604	1.3294	1.1530
No log	4.48	336	1.1589	0.1331	1.1589	1.0765
No log	4.5067	338	0.8743	0.1276	0.8743	0.9350
No log	4.5333	340	0.7157	0.1845	0.7157	0.8460
No log	4.5600	342	0.6929	0.2709	0.6929	0.8324
No log	4.5867	344	0.8031	0.1781	0.8031	0.8961
No log	4.6133	346	0.8901	0.1579	0.8901	0.9434
No log	4.64	348	0.9137	0.1245	0.9137	0.9559
No log	4.6667	350	0.7524	0.1921	0.7524	0.8674
No log	4.6933	352	0.6870	0.1828	0.6870	0.8289
No log	4.72	354	0.6481	0.1818	0.6481	0.8051
No log	4.7467	356	0.7061	0.1414	0.7061	0.8403
No log	4.7733	358	0.7609	0.1133	0.7609	0.8723
No log	4.8	360	0.7869	0.0769	0.7869	0.8871
No log	4.8267	362	0.9103	0.1588	0.9103	0.9541
No log	4.8533	364	0.8749	0.1193	0.8749	0.9354
No log	4.88	366	0.7411	0.0857	0.7411	0.8609
No log	4.9067	368	0.7165	0.1925	0.7165	0.8465
No log	4.9333	370	0.7574	0.1045	0.7574	0.8703
No log	4.96	372	0.7749	0.1068	0.7749	0.8803
No log	4.9867	374	0.8384	0.0943	0.8384	0.9157
No log	5.0133	376	0.9329	0.2137	0.9329	0.9658
No log	5.04	378	0.8868	0.2140	0.8868	0.9417
No log	5.0667	380	0.7940	0.1273	0.7940	0.8911
No log	5.0933	382	0.7467	0.1045	0.7467	0.8641
No log	5.12	384	0.7077	0.2245	0.7077	0.8413
No log	5.1467	386	0.7057	0.2165	0.7057	0.8401
No log	5.1733	388	0.8416	0.2140	0.8416	0.9174
No log	5.2	390	1.1083	0.1655	1.1083	1.0528
No log	5.2267	392	1.1522	0.1655	1.1522	1.0734
No log	5.2533	394	0.9182	0.1165	0.9182	0.9583
No log	5.28	396	0.6833	0.3301	0.6833	0.8266
No log	5.3067	398	0.6615	0.3730	0.6615	0.8133
No log	5.3333	400	0.6354	0.3846	0.6354	0.7971
No log	5.36	402	0.6273	0.2941	0.6273	0.7920
No log	5.3867	404	0.8554	0.2199	0.8554	0.9249
No log	5.4133	406	1.0192	0.1940	1.0192	1.0095
No log	5.44	408	0.9690	0.2308	0.9690	0.9844
No log	5.4667	410	0.7559	0.25	0.7559	0.8694
No log	5.4933	412	0.6177	0.2487	0.6177	0.7860
No log	5.52	414	0.6105	0.2709	0.6105	0.7813
No log	5.5467	416	0.5970	0.3469	0.5970	0.7727
No log	5.5733	418	0.6705	0.2453	0.6705	0.8189
No log	5.6	420	0.8841	0.1290	0.8841	0.9403
No log	5.6267	422	0.9774	0.2000	0.9774	0.9886
No log	5.6533	424	0.9275	0.1621	0.9275	0.9631
No log	5.68	426	0.7693	0.2423	0.7693	0.8771
No log	5.7067	428	0.6989	0.2453	0.6989	0.8360
No log	5.7333	430	0.6871	0.2676	0.6871	0.8289
No log	5.76	432	0.7460	0.2432	0.7460	0.8637
No log	5.7867	434	0.8646	0.1807	0.8646	0.9299
No log	5.8133	436	0.8534	0.1807	0.8534	0.9238
No log	5.84	438	0.7946	0.2137	0.7946	0.8914
No log	5.8667	440	0.6751	0.2986	0.6751	0.8216
No log	5.8933	442	0.6384	0.2637	0.6384	0.7990
No log	5.92	444	0.6822	0.2762	0.6822	0.8260
No log	5.9467	446	0.7764	0.1799	0.7764	0.8811
No log	5.9733	448	0.7420	0.2143	0.7420	0.8614
No log	6.0	450	0.7057	0.2153	0.7057	0.8401
No log	6.0267	452	0.6849	0.2637	0.6849	0.8276
No log	6.0533	454	0.6507	0.2245	0.6507	0.8067
No log	6.08	456	0.6024	0.2195	0.6024	0.7761
No log	6.1067	458	0.6306	0.2169	0.6306	0.7941
No log	6.1333	460	0.7553	0.1927	0.7553	0.8691
No log	6.16	462	0.8167	0.1605	0.8167	0.9037
No log	6.1867	464	0.8261	0.1605	0.8261	0.9089
No log	6.2133	466	0.7232	0.2150	0.7232	0.8504
No log	6.24	468	0.6689	0.1753	0.6689	0.8178
No log	6.2667	470	0.6816	0.1753	0.6816	0.8256
No log	6.2933	472	0.7475	0.1790	0.7475	0.8646
No log	6.32	474	0.8306	0.1864	0.8306	0.9114
No log	6.3467	476	0.8264	0.1864	0.8264	0.9091
No log	6.3733	478	0.7954	0.1795	0.7954	0.8919
No log	6.4	480	0.7947	0.1799	0.7947	0.8915
No log	6.4267	482	0.7880	0.1799	0.7880	0.8877
No log	6.4533	484	0.7838	0.1795	0.7838	0.8853
No log	6.48	486	0.6764	0.2161	0.6764	0.8225
No log	6.5067	488	0.6192	0.2842	0.6192	0.7869
No log	6.5333	490	0.6204	0.3161	0.6204	0.7877
No log	6.5600	492	0.7023	0.1765	0.7023	0.8380
No log	6.5867	494	0.7941	0.1790	0.7941	0.8911
No log	6.6133	496	0.8019	0.1453	0.8019	0.8955
No log	6.64	498	0.8342	0.1464	0.8342	0.9133
0.4964	6.6667	500	0.8695	0.1545	0.8695	0.9325
0.4964	6.6933	502	0.8451	0.2203	0.8451	0.9193
0.4964	6.72	504	0.9092	0.1680	0.9092	0.9535
0.4964	6.7467	506	0.9485	0.1692	0.9485	0.9739
0.4964	6.7733	508	0.9010	0.2000	0.9010	0.9492
0.4964	6.8	510	0.8141	0.2203	0.8141	0.9023
0.4964	6.8267	512	0.7108	0.1765	0.7108	0.8431
0.4964	6.8533	514	0.6524	0.24	0.6524	0.8077
0.4964	6.88	516	0.6362	0.2709	0.6362	0.7976
0.4964	6.9067	518	0.6785	0.1683	0.6785	0.8237
0.4964	6.9333	520	0.7276	0.1402	0.7276	0.8530
0.4964	6.96	522	0.7356	0.1402	0.7356	0.8577
0.4964	6.9867	524	0.7327	0.1402	0.7327	0.8560
0.4964	7.0133	526	0.7076	0.1373	0.7076	0.8412
0.4964	7.04	528	0.6367	0.2941	0.6367	0.7980
0.4964	7.0667	530	0.5930	0.3575	0.5930	0.7701
0.4964	7.0933	532	0.6055	0.3143	0.6055	0.7782
0.4964	7.12	534	0.6178	0.3116	0.6178	0.7860
0.4964	7.1467	536	0.6709	0.2079	0.6709	0.8191
0.4964	7.1733	538	0.7470	0.1504	0.7470	0.8643
0.4964	7.2	540	0.7627	0.1861	0.7627	0.8734
0.4964	7.2267	542	0.7126	0.1373	0.7126	0.8442
0.4964	7.2533	544	0.6347	0.1340	0.6347	0.7967
0.4964	7.28	546	0.6192	0.1323	0.6192	0.7869
0.4964	7.3067	548	0.6210	0.0870	0.6210	0.7880
0.4964	7.3333	550	0.6310	0.1828	0.6310	0.7943
0.4964	7.36	552	0.6370	0.1832	0.6370	0.7981
0.4964	7.3867	554	0.6308	0.1828	0.6308	0.7943
0.4964	7.4133	556	0.5846	0.1628	0.5846	0.7646
0.4964	7.44	558	0.5776	0.2096	0.5776	0.7600
0.4964	7.4667	560	0.6153	0.1381	0.6153	0.7844
0.4964	7.4933	562	0.6605	0.1837	0.6605	0.8127
0.4964	7.52	564	0.6812	0.1841	0.6812	0.8254
0.4964	7.5467	566	0.7004	0.2227	0.7004	0.8369
0.4964	7.5733	568	0.7019	0.2227	0.7019	0.8378
0.4964	7.6	570	0.6666	0.1837	0.6666	0.8165
0.4964	7.6267	572	0.6564	0.2239	0.6564	0.8102
0.4964	7.6533	574	0.6102	0.125	0.6102	0.7812
0.4964	7.68	576	0.5708	0.3023	0.5708	0.7555
0.4964	7.7067	578	0.5653	0.2832	0.5653	0.7519
0.4964	7.7333	580	0.5659	0.2832	0.5659	0.7523
0.4964	7.76	582	0.5796	0.2558	0.5796	0.7613
0.4964	7.7867	584	0.6511	0.2161	0.6511	0.8069
0.4964	7.8133	586	0.7359	0.2212	0.7359	0.8578
0.4964	7.84	588	0.7963	0.2212	0.7963	0.8924
0.4964	7.8667	590	0.8104	0.2212	0.8104	0.9002
0.4964	7.8933	592	0.7458	0.2217	0.7458	0.8636
0.4964	7.92	594	0.6513	0.1759	0.6513	0.8070
0.4964	7.9467	596	0.5940	0.2967	0.5940	0.7707
0.4964	7.9733	598	0.5834	0.2994	0.5834	0.7638
0.4964	8.0	600	0.5927	0.2967	0.5927	0.7698
0.4964	8.0267	602	0.6246	0.2081	0.6246	0.7903
0.4964	8.0533	604	0.6646	0.2239	0.6646	0.8152
0.4964	8.08	606	0.6984	0.2227	0.6984	0.8357
0.4964	8.1067	608	0.6910	0.2227	0.6910	0.8313
0.4964	8.1333	610	0.6673	0.1770	0.6673	0.8169
0.4964	8.16	612	0.6601	0.1765	0.6601	0.8125
0.4964	8.1867	614	0.6630	0.1759	0.6630	0.8142
0.4964	8.2133	616	0.6641	0.1759	0.6641	0.8149
0.4964	8.24	618	0.6944	0.2227	0.6944	0.8333
0.4964	8.2667	620	0.7165	0.2222	0.7165	0.8465
0.4964	8.2933	622	0.6939	0.2227	0.6939	0.8330
0.4964	8.32	624	0.6527	0.2390	0.6527	0.8079
0.4964	8.3467	626	0.6419	0.2709	0.6419	0.8012
0.4964	8.3733	628	0.6497	0.28	0.6497	0.8060
0.4964	8.4	630	0.6940	0.2157	0.6940	0.8331
0.4964	8.4267	632	0.7135	0.2217	0.7135	0.8447
0.4964	8.4533	634	0.7005	0.2233	0.7005	0.8370
0.4964	8.48	636	0.6927	0.2153	0.6927	0.8323
0.4964	8.5067	638	0.6898	0.2157	0.6898	0.8305
0.4964	8.5333	640	0.6999	0.2233	0.6999	0.8366
0.4964	8.56	642	0.7325	0.2217	0.7325	0.8559
0.4964	8.5867	644	0.7372	0.2217	0.7372	0.8586
0.4964	8.6133	646	0.7629	0.1858	0.7629	0.8734
0.4964	8.64	648	0.7639	0.1858	0.7639	0.8740
0.4964	8.6667	650	0.7315	0.2217	0.7315	0.8553
0.4964	8.6933	652	0.6821	0.2081	0.6821	0.8259
0.4964	8.72	654	0.6506	0.2621	0.6506	0.8066
0.4964	8.7467	656	0.6276	0.3402	0.6276	0.7922
0.4964	8.7733	658	0.6219	0.3073	0.6219	0.7886
0.4964	8.8	660	0.6277	0.3367	0.6277	0.7923
0.4964	8.8267	662	0.6435	0.2621	0.6435	0.8022
0.4964	8.8533	664	0.6586	0.2081	0.6586	0.8115
0.4964	8.88	666	0.6993	0.2153	0.6993	0.8363
0.4964	8.9067	668	0.7488	0.2217	0.7488	0.8654
0.4964	8.9333	670	0.7671	0.1858	0.7671	0.8758
0.4964	8.96	672	0.7596	0.1858	0.7596	0.8716
0.4964	8.9867	674	0.7266	0.2217	0.7266	0.8524
0.4964	9.0133	676	0.6834	0.2239	0.6834	0.8267
0.4964	9.04	678	0.6545	0.2081	0.6545	0.8090
0.4964	9.0667	680	0.6381	0.2081	0.6381	0.7988
0.4964	9.0933	682	0.6290	0.2941	0.6290	0.7931
0.4964	9.12	684	0.6180	0.2941	0.6180	0.7861
0.4964	9.1467	686	0.6150	0.2941	0.6150	0.7842
0.4964	9.1733	688	0.6175	0.2941	0.6175	0.7858
0.4964	9.2	690	0.6323	0.2941	0.6323	0.7952
0.4964	9.2267	692	0.6590	0.2670	0.6590	0.8118
0.4964	9.2533	694	0.6984	0.2227	0.6984	0.8357
0.4964	9.28	696	0.7341	0.2217	0.7341	0.8568
0.4964	9.3067	698	0.7408	0.2217	0.7408	0.8607
0.4964	9.3333	700	0.7247	0.2217	0.7247	0.8513
0.4964	9.36	702	0.7033	0.2222	0.7033	0.8386
0.4964	9.3867	704	0.6845	0.2239	0.6845	0.8273
0.4964	9.4133	706	0.6712	0.2239	0.6712	0.8193
0.4964	9.44	708	0.6626	0.2245	0.6626	0.8140
0.4964	9.4667	710	0.6553	0.2245	0.6553	0.8095
0.4964	9.4933	712	0.6555	0.1759	0.6555	0.8096
0.4964	9.52	714	0.6518	0.1759	0.6518	0.8073
0.4964	9.5467	716	0.6564	0.1759	0.6564	0.8102
0.4964	9.5733	718	0.6715	0.2239	0.6715	0.8194
0.4964	9.6	720	0.6815	0.2239	0.6815	0.8256
0.4964	9.6267	722	0.6894	0.2239	0.6894	0.8303
0.4964	9.6533	724	0.6934	0.2233	0.6934	0.8327
0.4964	9.68	726	0.6953	0.2227	0.6953	0.8338
0.4964	9.7067	728	0.6907	0.2233	0.6907	0.8311
0.4964	9.7333	730	0.6800	0.2239	0.6800	0.8247
0.4964	9.76	732	0.6676	0.1765	0.6676	0.8170
0.4964	9.7867	734	0.6571	0.1759	0.6571	0.8106
0.4964	9.8133	736	0.6488	0.2165	0.6488	0.8055
0.4964	9.84	738	0.6428	0.2081	0.6428	0.8017
0.4964	9.8667	740	0.6401	0.2081	0.6401	0.8001
0.4964	9.8933	742	0.6387	0.2081	0.6387	0.7992
0.4964	9.92	744	0.6382	0.2081	0.6382	0.7989
0.4964	9.9467	746	0.6389	0.2081	0.6389	0.7993
0.4964	9.9733	748	0.6387	0.2081	0.6387	0.7992
0.4964	10.0	750	0.6388	0.2081	0.6388	0.7993

Framework versions

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