ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k16_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: 0.6309
• Qwk: 0.7404
• Mse: 0.6309
• Rmse: 0.7943

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	0.0270	2	5.3205	-0.0378	5.3205	2.3066
No log	0.0541	4	3.0422	0.0825	3.0422	1.7442
No log	0.0811	6	2.0415	0.0534	2.0415	1.4288
No log	0.1081	8	1.4747	0.1048	1.4747	1.2144
No log	0.1351	10	1.8818	0.1176	1.8818	1.3718
No log	0.1622	12	2.0301	0.0972	2.0301	1.4248
No log	0.1892	14	1.3445	0.2019	1.3445	1.1595
No log	0.2162	16	1.0167	0.2664	1.0167	1.0083
No log	0.2432	18	1.0133	0.2272	1.0133	1.0066
No log	0.2703	20	1.0346	0.2691	1.0346	1.0172
No log	0.2973	22	1.0228	0.4075	1.0228	1.0114
No log	0.3243	24	1.1876	0.3160	1.1876	1.0898
No log	0.3514	26	1.4833	0.1949	1.4833	1.2179
No log	0.3784	28	1.6607	0.1756	1.6607	1.2887
No log	0.4054	30	1.3491	0.3230	1.3491	1.1615
No log	0.4324	32	1.1950	0.3479	1.1950	1.0931
No log	0.4595	34	1.0525	0.3796	1.0525	1.0259
No log	0.4865	36	0.9752	0.3994	0.9752	0.9875
No log	0.5135	38	0.9033	0.4052	0.9033	0.9504
No log	0.5405	40	0.9453	0.4120	0.9453	0.9723
No log	0.5676	42	1.0959	0.3707	1.0959	1.0469
No log	0.5946	44	1.5688	0.3683	1.5688	1.2525
No log	0.6216	46	1.6701	0.3627	1.6701	1.2923
No log	0.6486	48	1.3909	0.3754	1.3909	1.1794
No log	0.6757	50	0.8957	0.5397	0.8957	0.9464
No log	0.7027	52	0.6874	0.6102	0.6874	0.8291
No log	0.7297	54	0.6879	0.5838	0.6879	0.8294
No log	0.7568	56	0.6990	0.6103	0.6990	0.8360
No log	0.7838	58	0.7887	0.5714	0.7887	0.8881
No log	0.8108	60	0.8735	0.4978	0.8735	0.9346
No log	0.8378	62	0.9471	0.3823	0.9471	0.9732
No log	0.8649	64	0.9730	0.3379	0.9730	0.9864
No log	0.8919	66	0.8884	0.3806	0.8884	0.9426
No log	0.9189	68	0.8086	0.4900	0.8086	0.8992
No log	0.9459	70	0.7929	0.4929	0.7929	0.8904
No log	0.9730	72	0.8417	0.4844	0.8417	0.9174
No log	1.0	74	0.7128	0.5828	0.7128	0.8443
No log	1.0270	76	0.6749	0.6246	0.6749	0.8215
No log	1.0541	78	0.7102	0.6205	0.7102	0.8427
No log	1.0811	80	0.7375	0.5771	0.7375	0.8588
No log	1.1081	82	0.6815	0.5982	0.6815	0.8255
No log	1.1351	84	0.8665	0.5652	0.8665	0.9309
No log	1.1622	86	1.0638	0.4975	1.0638	1.0314
No log	1.1892	88	0.9198	0.5619	0.9198	0.9590
No log	1.2162	90	0.6911	0.6792	0.6911	0.8313
No log	1.2432	92	0.7155	0.6634	0.7155	0.8459
No log	1.2703	94	0.9620	0.5319	0.9620	0.9808
No log	1.2973	96	1.0966	0.4159	1.0966	1.0472
No log	1.3243	98	0.8954	0.5759	0.8954	0.9463
No log	1.3514	100	0.6369	0.7337	0.6369	0.7981
No log	1.3784	102	0.6366	0.6827	0.6366	0.7979
No log	1.4054	104	0.6070	0.7298	0.6070	0.7791
No log	1.4324	106	0.6279	0.7284	0.6279	0.7924
No log	1.4595	108	0.7338	0.6869	0.7338	0.8566
No log	1.4865	110	0.7035	0.7016	0.7035	0.8388
No log	1.5135	112	0.6017	0.7299	0.6017	0.7757
No log	1.5405	114	0.6964	0.6764	0.6964	0.8345
No log	1.5676	116	0.8001	0.6409	0.8001	0.8945
No log	1.5946	118	0.7039	0.6855	0.7039	0.8390
No log	1.6216	120	0.5636	0.7079	0.5636	0.7507
No log	1.6486	122	0.6214	0.7264	0.6214	0.7883
No log	1.6757	124	0.6864	0.7084	0.6864	0.8285
No log	1.7027	126	0.6344	0.7162	0.6344	0.7965
No log	1.7297	128	0.6483	0.7270	0.6483	0.8052
No log	1.7568	130	0.6694	0.7269	0.6694	0.8182
No log	1.7838	132	0.7544	0.6997	0.7544	0.8685
No log	1.8108	134	0.8697	0.6510	0.8697	0.9326
No log	1.8378	136	0.9392	0.5807	0.9392	0.9691
No log	1.8649	138	0.8500	0.6261	0.8500	0.9219
No log	1.8919	140	0.7611	0.6452	0.7611	0.8724
No log	1.9189	142	0.6204	0.7024	0.6204	0.7876
No log	1.9459	144	0.5830	0.7356	0.5830	0.7635
No log	1.9730	146	0.5764	0.7285	0.5764	0.7592
No log	2.0	148	0.5889	0.7158	0.5889	0.7674
No log	2.0270	150	0.6739	0.7041	0.6739	0.8209
No log	2.0541	152	0.6242	0.7150	0.6242	0.7900
No log	2.0811	154	0.6178	0.6683	0.6178	0.7860
No log	2.1081	156	0.6767	0.6977	0.6767	0.8226
No log	2.1351	158	0.6417	0.7035	0.6417	0.8011
No log	2.1622	160	0.5870	0.6950	0.5870	0.7661
No log	2.1892	162	0.6094	0.7319	0.6094	0.7807
No log	2.2162	164	0.7967	0.6987	0.7967	0.8926
No log	2.2432	166	1.0005	0.6205	1.0005	1.0002
No log	2.2703	168	0.9756	0.6189	0.9756	0.9877
No log	2.2973	170	0.9129	0.6344	0.9129	0.9555
No log	2.3243	172	0.8111	0.6624	0.8111	0.9006
No log	2.3514	174	0.8055	0.6712	0.8055	0.8975
No log	2.3784	176	0.9315	0.5917	0.9315	0.9652
No log	2.4054	178	0.9535	0.6035	0.9535	0.9765
No log	2.4324	180	0.8844	0.6157	0.8844	0.9404
No log	2.4595	182	0.8226	0.6561	0.8226	0.9070
No log	2.4865	184	0.7392	0.7038	0.7392	0.8597
No log	2.5135	186	0.6526	0.6725	0.6526	0.8078
No log	2.5405	188	0.6614	0.5988	0.6614	0.8133
No log	2.5676	190	0.6817	0.6750	0.6817	0.8257
No log	2.5946	192	0.6207	0.6588	0.6207	0.7879
No log	2.6216	194	0.6453	0.6989	0.6453	0.8033
No log	2.6486	196	0.6815	0.7122	0.6815	0.8255
No log	2.6757	198	0.6174	0.7262	0.6174	0.7858
No log	2.7027	200	0.6063	0.7019	0.6063	0.7787
No log	2.7297	202	0.6403	0.7245	0.6403	0.8002
No log	2.7568	204	0.7572	0.6809	0.7572	0.8702
No log	2.7838	206	0.7351	0.6878	0.7351	0.8574
No log	2.8108	208	0.6527	0.7221	0.6527	0.8079
No log	2.8378	210	0.6294	0.7171	0.6294	0.7933
No log	2.8649	212	0.6020	0.7283	0.6020	0.7759
No log	2.8919	214	0.6264	0.7253	0.6264	0.7914
No log	2.9189	216	0.7010	0.7013	0.7010	0.8372
No log	2.9459	218	0.6926	0.6999	0.6926	0.8322
No log	2.9730	220	0.5990	0.7323	0.5990	0.7739
No log	3.0	222	0.5624	0.7284	0.5624	0.7499
No log	3.0270	224	0.7090	0.6901	0.7090	0.8420
No log	3.0541	226	0.7523	0.6748	0.7523	0.8674
No log	3.0811	228	0.6230	0.7234	0.6230	0.7893
No log	3.1081	230	0.5630	0.7381	0.5630	0.7503
No log	3.1351	232	0.7368	0.6754	0.7368	0.8584
No log	3.1622	234	0.8478	0.6627	0.8478	0.9208
No log	3.1892	236	0.7906	0.6686	0.7906	0.8892
No log	3.2162	238	0.6608	0.7349	0.6608	0.8129
No log	3.2432	240	0.5845	0.7485	0.5845	0.7645
No log	3.2703	242	0.5850	0.7485	0.5850	0.7649
No log	3.2973	244	0.6165	0.7440	0.6165	0.7852
No log	3.3243	246	0.6698	0.7107	0.6698	0.8184
No log	3.3514	248	0.6715	0.7187	0.6715	0.8195
No log	3.3784	250	0.6447	0.7382	0.6447	0.8029
No log	3.4054	252	0.6274	0.7367	0.6274	0.7921
No log	3.4324	254	0.6122	0.7389	0.6122	0.7824
No log	3.4595	256	0.6110	0.7296	0.6110	0.7816
No log	3.4865	258	0.6168	0.7276	0.6168	0.7854
No log	3.5135	260	0.5980	0.7104	0.5980	0.7733
No log	3.5405	262	0.5984	0.7145	0.5984	0.7735
No log	3.5676	264	0.5763	0.7209	0.5763	0.7592
No log	3.5946	266	0.5609	0.7113	0.5609	0.7489
No log	3.6216	268	0.5517	0.7474	0.5517	0.7427
No log	3.6486	270	0.5491	0.7638	0.5491	0.7410
No log	3.6757	272	0.5584	0.7681	0.5584	0.7473
No log	3.7027	274	0.5743	0.7574	0.5743	0.7578
No log	3.7297	276	0.6348	0.7414	0.6348	0.7967
No log	3.7568	278	0.7469	0.6966	0.7469	0.8643
No log	3.7838	280	0.7317	0.712	0.7317	0.8554
No log	3.8108	282	0.6737	0.7392	0.6737	0.8208
No log	3.8378	284	0.6824	0.7306	0.6824	0.8261
No log	3.8649	286	0.6637	0.7350	0.6637	0.8146
No log	3.8919	288	0.6071	0.7564	0.6071	0.7792
No log	3.9189	290	0.5771	0.7713	0.5771	0.7597
No log	3.9459	292	0.5604	0.7709	0.5604	0.7486
No log	3.9730	294	0.5905	0.7390	0.5905	0.7685
No log	4.0	296	0.7260	0.6827	0.7260	0.8521
No log	4.0270	298	0.7537	0.6669	0.7537	0.8682
No log	4.0541	300	0.6442	0.7301	0.6442	0.8026
No log	4.0811	302	0.5748	0.7436	0.5748	0.7582
No log	4.1081	304	0.5439	0.7756	0.5439	0.7375
No log	4.1351	306	0.5497	0.7634	0.5497	0.7414
No log	4.1622	308	0.5623	0.7733	0.5623	0.7499
No log	4.1892	310	0.5812	0.7615	0.5812	0.7624
No log	4.2162	312	0.6351	0.7134	0.6351	0.7969
No log	4.2432	314	0.6383	0.7110	0.6383	0.7989
No log	4.2703	316	0.5969	0.7483	0.5969	0.7726
No log	4.2973	318	0.5755	0.7779	0.5755	0.7586
No log	4.3243	320	0.5704	0.7739	0.5704	0.7552
No log	4.3514	322	0.5748	0.7719	0.5748	0.7582
No log	4.3784	324	0.6050	0.7568	0.6050	0.7778
No log	4.4054	326	0.6086	0.7375	0.6086	0.7801
No log	4.4324	328	0.6252	0.7260	0.6252	0.7907
No log	4.4595	330	0.6149	0.7312	0.6149	0.7842
No log	4.4865	332	0.6033	0.7114	0.6033	0.7767
No log	4.5135	334	0.5889	0.7429	0.5889	0.7674
No log	4.5405	336	0.5859	0.7397	0.5859	0.7654
No log	4.5676	338	0.5854	0.7361	0.5854	0.7651
No log	4.5946	340	0.6046	0.7441	0.6046	0.7776
No log	4.6216	342	0.6622	0.6871	0.6622	0.8138
No log	4.6486	344	0.6860	0.6826	0.6860	0.8282
No log	4.6757	346	0.6748	0.6826	0.6748	0.8214
No log	4.7027	348	0.6766	0.6826	0.6766	0.8226
No log	4.7297	350	0.6751	0.7079	0.6751	0.8216
No log	4.7568	352	0.6249	0.7289	0.6249	0.7905
No log	4.7838	354	0.5966	0.7310	0.5966	0.7724
No log	4.8108	356	0.5937	0.7100	0.5937	0.7705
No log	4.8378	358	0.5970	0.7223	0.5970	0.7726
No log	4.8649	360	0.6094	0.7053	0.6094	0.7806
No log	4.8919	362	0.6086	0.6835	0.6086	0.7801
No log	4.9189	364	0.6055	0.6835	0.6055	0.7781
No log	4.9459	366	0.6016	0.7186	0.6016	0.7756
No log	4.9730	368	0.6006	0.7451	0.6006	0.7750
No log	5.0	370	0.5919	0.7498	0.5919	0.7694
No log	5.0270	372	0.5776	0.7268	0.5776	0.7600
No log	5.0541	374	0.5981	0.7159	0.5981	0.7733
No log	5.0811	376	0.5949	0.7114	0.5949	0.7713
No log	5.1081	378	0.5833	0.7252	0.5833	0.7637
No log	5.1351	380	0.6211	0.7420	0.6211	0.7881
No log	5.1622	382	0.6945	0.6838	0.6945	0.8334
No log	5.1892	384	0.6940	0.6690	0.6940	0.8330
No log	5.2162	386	0.6330	0.7029	0.6330	0.7956
No log	5.2432	388	0.5818	0.7085	0.5818	0.7628
No log	5.2703	390	0.6153	0.6783	0.6153	0.7844
No log	5.2973	392	0.6551	0.6744	0.6551	0.8094
No log	5.3243	394	0.6457	0.6972	0.6457	0.8035
No log	5.3514	396	0.5911	0.6901	0.5911	0.7688
No log	5.3784	398	0.5690	0.7048	0.5690	0.7543
No log	5.4054	400	0.5979	0.7278	0.5979	0.7732
No log	5.4324	402	0.6356	0.7138	0.6356	0.7973
No log	5.4595	404	0.6206	0.7183	0.6206	0.7878
No log	5.4865	406	0.5924	0.7257	0.5924	0.7697
No log	5.5135	408	0.5947	0.6974	0.5947	0.7712
No log	5.5405	410	0.6046	0.6881	0.6046	0.7776
No log	5.5676	412	0.5980	0.6920	0.5980	0.7733
No log	5.5946	414	0.5827	0.7252	0.5827	0.7633
No log	5.6216	416	0.6005	0.7433	0.6005	0.7749
No log	5.6486	418	0.7119	0.6889	0.7119	0.8438
No log	5.6757	420	0.8135	0.6470	0.8135	0.9019
No log	5.7027	422	0.8294	0.6196	0.8294	0.9107
No log	5.7297	424	0.7753	0.6677	0.7753	0.8805
No log	5.7568	426	0.6932	0.6748	0.6932	0.8326
No log	5.7838	428	0.6442	0.6971	0.6442	0.8026
No log	5.8108	430	0.6414	0.7053	0.6414	0.8009
No log	5.8378	432	0.6567	0.6910	0.6567	0.8104
No log	5.8649	434	0.6562	0.7046	0.6562	0.8101
No log	5.8919	436	0.6606	0.6834	0.6606	0.8128
No log	5.9189	438	0.6629	0.6834	0.6629	0.8142
No log	5.9459	440	0.6814	0.6669	0.6814	0.8255
No log	5.9730	442	0.6714	0.6669	0.6714	0.8194
No log	6.0	444	0.6709	0.6669	0.6709	0.8191
No log	6.0270	446	0.6612	0.6849	0.6612	0.8131
No log	6.0541	448	0.6591	0.6869	0.6591	0.8118
No log	6.0811	450	0.6734	0.6669	0.6734	0.8206
No log	6.1081	452	0.6689	0.6847	0.6689	0.8179
No log	6.1351	454	0.6425	0.6971	0.6425	0.8015
No log	6.1622	456	0.6213	0.7163	0.6213	0.7882
No log	6.1892	458	0.6162	0.7163	0.6162	0.7850
No log	6.2162	460	0.5960	0.7239	0.5960	0.7720
No log	6.2432	462	0.5806	0.7529	0.5806	0.7620
No log	6.2703	464	0.5719	0.7616	0.5719	0.7563
No log	6.2973	466	0.5741	0.7577	0.5741	0.7577
No log	6.3243	468	0.5770	0.7564	0.5770	0.7596
No log	6.3514	470	0.5991	0.7375	0.5991	0.7740
No log	6.3784	472	0.6365	0.7082	0.6365	0.7978
No log	6.4054	474	0.6517	0.6936	0.6517	0.8073
No log	6.4324	476	0.6479	0.6818	0.6479	0.8049
No log	6.4595	478	0.6260	0.7003	0.6260	0.7912
No log	6.4865	480	0.6112	0.7306	0.6112	0.7818
No log	6.5135	482	0.6004	0.7226	0.6004	0.7748
No log	6.5405	484	0.6050	0.7103	0.6050	0.7778
No log	6.5676	486	0.6340	0.7083	0.6340	0.7962
No log	6.5946	488	0.6694	0.6729	0.6694	0.8181
No log	6.6216	490	0.6746	0.6803	0.6746	0.8214
No log	6.6486	492	0.6855	0.6803	0.6855	0.8280
No log	6.6757	494	0.6623	0.6883	0.6623	0.8138
No log	6.7027	496	0.6233	0.7284	0.6233	0.7895
No log	6.7297	498	0.6161	0.7364	0.6161	0.7849
0.4175	6.7568	500	0.6257	0.7267	0.6257	0.7910
0.4175	6.7838	502	0.6651	0.6929	0.6651	0.8156
0.4175	6.8108	504	0.7465	0.6703	0.7465	0.8640
0.4175	6.8378	506	0.7976	0.6312	0.7976	0.8931
0.4175	6.8649	508	0.7969	0.6149	0.7969	0.8927
0.4175	6.8919	510	0.7719	0.6269	0.7719	0.8786
0.4175	6.9189	512	0.7341	0.6568	0.7341	0.8568
0.4175	6.9459	514	0.6753	0.7005	0.6753	0.8218
0.4175	6.9730	516	0.6365	0.6749	0.6365	0.7978
0.4175	7.0	518	0.6226	0.7163	0.6226	0.7891
0.4175	7.0270	520	0.6182	0.7221	0.6182	0.7862
0.4175	7.0541	522	0.6159	0.7455	0.6159	0.7848
0.4175	7.0811	524	0.6201	0.7402	0.6201	0.7875
0.4175	7.1081	526	0.6189	0.7146	0.6189	0.7867
0.4175	7.1351	528	0.6263	0.7139	0.6263	0.7914
0.4175	7.1622	530	0.6366	0.7103	0.6366	0.7978
0.4175	7.1892	532	0.6589	0.7045	0.6589	0.8117
0.4175	7.2162	534	0.6642	0.6883	0.6642	0.8150
0.4175	7.2432	536	0.6635	0.6962	0.6635	0.8146
0.4175	7.2703	538	0.6577	0.6815	0.6577	0.8110
0.4175	7.2973	540	0.6524	0.7010	0.6524	0.8077
0.4175	7.3243	542	0.6550	0.7010	0.6550	0.8093
0.4175	7.3514	544	0.6713	0.6936	0.6713	0.8193
0.4175	7.3784	546	0.6661	0.6747	0.6661	0.8162
0.4175	7.4054	548	0.6497	0.6652	0.6497	0.8061
0.4175	7.4324	550	0.6293	0.7069	0.6293	0.7933
0.4175	7.4595	552	0.6151	0.7184	0.6151	0.7843
0.4175	7.4865	554	0.6048	0.7101	0.6048	0.7777
0.4175	7.5135	556	0.6075	0.7321	0.6075	0.7794
0.4175	7.5405	558	0.6284	0.7238	0.6284	0.7927
0.4175	7.5676	560	0.6716	0.7013	0.6716	0.8195
0.4175	7.5946	562	0.7204	0.6777	0.7204	0.8488
0.4175	7.6216	564	0.7758	0.6770	0.7758	0.8808
0.4175	7.6486	566	0.7884	0.6703	0.7884	0.8879
0.4175	7.6757	568	0.7626	0.6703	0.7626	0.8733
0.4175	7.7027	570	0.7175	0.6691	0.7175	0.8471
0.4175	7.7297	572	0.6742	0.6923	0.6742	0.8211
0.4175	7.7568	574	0.6393	0.7085	0.6393	0.7996
0.4175	7.7838	576	0.6204	0.7343	0.6204	0.7877
0.4175	7.8108	578	0.6056	0.7303	0.6056	0.7782
0.4175	7.8378	580	0.5995	0.7183	0.5995	0.7743
0.4175	7.8649	582	0.6008	0.7493	0.6008	0.7751
0.4175	7.8919	584	0.6080	0.7506	0.6080	0.7797
0.4175	7.9189	586	0.6201	0.7319	0.6201	0.7875
0.4175	7.9459	588	0.6340	0.7044	0.6340	0.7962
0.4175	7.9730	590	0.6471	0.7156	0.6471	0.8044
0.4175	8.0	592	0.6419	0.7044	0.6419	0.8012
0.4175	8.0270	594	0.6295	0.7044	0.6295	0.7934
0.4175	8.0541	596	0.6256	0.7089	0.6256	0.7910
0.4175	8.0811	598	0.6240	0.7051	0.6240	0.7899
0.4175	8.1081	600	0.6149	0.7287	0.6149	0.7841
0.4175	8.1351	602	0.6165	0.7198	0.6165	0.7851
0.4175	8.1622	604	0.6262	0.7044	0.6262	0.7913
0.4175	8.1892	606	0.6380	0.7058	0.6380	0.7987
0.4175	8.2162	608	0.6360	0.7162	0.6360	0.7975
0.4175	8.2432	610	0.6228	0.7274	0.6228	0.7892
0.4175	8.2703	612	0.6120	0.7302	0.6120	0.7823
0.4175	8.2973	614	0.6019	0.7423	0.6019	0.7758
0.4175	8.3243	616	0.5920	0.7415	0.5920	0.7694
0.4175	8.3514	618	0.5897	0.7205	0.5897	0.7679
0.4175	8.3784	620	0.5892	0.7205	0.5892	0.7676
0.4175	8.4054	622	0.5894	0.7205	0.5894	0.7677
0.4175	8.4324	624	0.5906	0.7415	0.5906	0.7685
0.4175	8.4595	626	0.5958	0.7415	0.5958	0.7719
0.4175	8.4865	628	0.6006	0.7378	0.6006	0.7750
0.4175	8.5135	630	0.6025	0.7378	0.6025	0.7762
0.4175	8.5405	632	0.5992	0.7425	0.5992	0.7741
0.4175	8.5676	634	0.5992	0.7407	0.5992	0.7741
0.4175	8.5946	636	0.6026	0.7423	0.6026	0.7763
0.4175	8.6216	638	0.6048	0.7461	0.6048	0.7777
0.4175	8.6486	640	0.6056	0.7461	0.6056	0.7782
0.4175	8.6757	642	0.6114	0.7477	0.6114	0.7819
0.4175	8.7027	644	0.6215	0.7274	0.6215	0.7884
0.4175	8.7297	646	0.6274	0.7392	0.6274	0.7921
0.4175	8.7568	648	0.6305	0.7426	0.6305	0.7940
0.4175	8.7838	650	0.6262	0.7471	0.6262	0.7913
0.4175	8.8108	652	0.6262	0.7453	0.6262	0.7913
0.4175	8.8378	654	0.6212	0.7335	0.6212	0.7882
0.4175	8.8649	656	0.6144	0.7341	0.6144	0.7839
0.4175	8.8919	658	0.6112	0.7385	0.6112	0.7818
0.4175	8.9189	660	0.6153	0.7341	0.6153	0.7844
0.4175	8.9459	662	0.6199	0.7296	0.6199	0.7873
0.4175	8.9730	664	0.6303	0.7230	0.6303	0.7939
0.4175	9.0	666	0.6379	0.7300	0.6379	0.7987
0.4175	9.0270	668	0.6409	0.7300	0.6409	0.8005
0.4175	9.0541	670	0.6376	0.7408	0.6376	0.7985
0.4175	9.0811	672	0.6386	0.7408	0.6386	0.7991
0.4175	9.1081	674	0.6354	0.7408	0.6354	0.7971
0.4175	9.1351	676	0.6360	0.7408	0.6360	0.7975
0.4175	9.1622	678	0.6354	0.7408	0.6354	0.7971
0.4175	9.1892	680	0.6399	0.7408	0.6399	0.8000
0.4175	9.2162	682	0.6482	0.7300	0.6482	0.8051
0.4175	9.2432	684	0.6533	0.7079	0.6533	0.8083
0.4175	9.2703	686	0.6580	0.7059	0.6580	0.8111
0.4175	9.2973	688	0.6569	0.7059	0.6569	0.8105
0.4175	9.3243	690	0.6607	0.7013	0.6607	0.8129
0.4175	9.3514	692	0.6636	0.7013	0.6636	0.8146
0.4175	9.3784	694	0.6601	0.7013	0.6601	0.8125
0.4175	9.4054	696	0.6546	0.7104	0.6546	0.8091
0.4175	9.4324	698	0.6508	0.7125	0.6508	0.8067
0.4175	9.4595	700	0.6516	0.7125	0.6516	0.8072
0.4175	9.4865	702	0.6495	0.7232	0.6495	0.8059
0.4175	9.5135	704	0.6457	0.7363	0.6457	0.8035
0.4175	9.5405	706	0.6439	0.7363	0.6439	0.8024
0.4175	9.5676	708	0.6427	0.7363	0.6427	0.8017
0.4175	9.5946	710	0.6406	0.7363	0.6406	0.8003
0.4175	9.6216	712	0.6366	0.7474	0.6366	0.7979
0.4175	9.6486	714	0.6346	0.7520	0.6346	0.7966
0.4175	9.6757	716	0.6320	0.7502	0.6320	0.7950
0.4175	9.7027	718	0.6296	0.7404	0.6296	0.7935
0.4175	9.7297	720	0.6291	0.7404	0.6291	0.7932
0.4175	9.7568	722	0.6298	0.7404	0.6298	0.7936
0.4175	9.7838	724	0.6299	0.7404	0.6299	0.7937
0.4175	9.8108	726	0.6305	0.7358	0.6305	0.7940
0.4175	9.8378	728	0.6310	0.7358	0.6310	0.7944
0.4175	9.8649	730	0.6321	0.7358	0.6321	0.7951
0.4175	9.8919	732	0.6320	0.7358	0.6320	0.7950
0.4175	9.9189	734	0.6314	0.7358	0.6314	0.7946
0.4175	9.9459	736	0.6309	0.7404	0.6309	0.7943
0.4175	9.9730	738	0.6309	0.7404	0.6309	0.7943
0.4175	10.0	740	0.6309	0.7404	0.6309	0.7943

Framework versions

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