ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k13_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: 0.8049
• Qwk: 0.6643
• Mse: 0.8049
• Rmse: 0.8971

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	0.0274	2	5.2886	0.0036	5.2886	2.2997
No log	0.0548	4	3.3195	0.0730	3.3195	1.8220
No log	0.0822	6	1.9967	0.1379	1.9967	1.4130
No log	0.1096	8	1.3036	0.2460	1.3036	1.1417
No log	0.1370	10	1.2176	0.1883	1.2176	1.1034
No log	0.1644	12	1.2108	0.2089	1.2108	1.1004
No log	0.1918	14	1.3820	0.0782	1.3820	1.1756
No log	0.2192	16	1.2663	0.1726	1.2663	1.1253
No log	0.2466	18	1.2309	0.2094	1.2309	1.1095
No log	0.2740	20	1.1820	0.2716	1.1820	1.0872
No log	0.3014	22	1.1221	0.2056	1.1221	1.0593
No log	0.3288	24	1.0886	0.2179	1.0886	1.0434
No log	0.3562	26	1.0405	0.2614	1.0405	1.0201
No log	0.3836	28	0.9647	0.3698	0.9647	0.9822
No log	0.4110	30	0.9748	0.4305	0.9748	0.9873
No log	0.4384	32	0.9999	0.4153	0.9999	1.0000
No log	0.4658	34	0.9240	0.4396	0.9240	0.9613
No log	0.4932	36	0.8808	0.4901	0.8808	0.9385
No log	0.5205	38	0.9062	0.4466	0.9062	0.9519
No log	0.5479	40	0.9531	0.5182	0.9531	0.9763
No log	0.5753	42	1.0011	0.5029	1.0011	1.0006
No log	0.6027	44	0.9597	0.5245	0.9597	0.9796
No log	0.6301	46	0.8586	0.5697	0.8586	0.9266
No log	0.6575	48	0.8376	0.5771	0.8376	0.9152
No log	0.6849	50	0.9170	0.5715	0.9170	0.9576
No log	0.7123	52	0.9255	0.5790	0.9255	0.9620
No log	0.7397	54	0.8147	0.6493	0.8147	0.9026
No log	0.7671	56	0.8092	0.6007	0.8092	0.8996
No log	0.7945	58	0.7823	0.6050	0.7823	0.8845
No log	0.8219	60	0.7871	0.5536	0.7871	0.8872
No log	0.8493	62	0.9302	0.4974	0.9302	0.9645
No log	0.8767	64	1.1161	0.5088	1.1161	1.0565
No log	0.9041	66	1.1666	0.4141	1.1666	1.0801
No log	0.9315	68	1.0849	0.4735	1.0849	1.0416
No log	0.9589	70	0.9972	0.4286	0.9972	0.9986
No log	0.9863	72	0.9553	0.4663	0.9553	0.9774
No log	1.0137	74	0.9424	0.5279	0.9424	0.9708
No log	1.0411	76	0.8927	0.4771	0.8927	0.9448
No log	1.0685	78	0.9329	0.5348	0.9329	0.9659
No log	1.0959	80	1.0758	0.2952	1.0758	1.0372
No log	1.1233	82	1.0881	0.3455	1.0881	1.0431
No log	1.1507	84	0.9416	0.4599	0.9416	0.9704
No log	1.1781	86	0.7671	0.5733	0.7671	0.8759
No log	1.2055	88	0.6993	0.6188	0.6993	0.8363
No log	1.2329	90	0.8317	0.5771	0.8317	0.9120
No log	1.2603	92	0.8819	0.5792	0.8819	0.9391
No log	1.2877	94	0.7932	0.6166	0.7932	0.8906
No log	1.3151	96	0.6647	0.6655	0.6647	0.8153
No log	1.3425	98	0.7219	0.6424	0.7219	0.8496
No log	1.3699	100	0.7328	0.6424	0.7328	0.8560
No log	1.3973	102	0.6882	0.6647	0.6882	0.8296
No log	1.4247	104	0.6931	0.6546	0.6931	0.8325
No log	1.4521	106	0.7471	0.6246	0.7471	0.8643
No log	1.4795	108	0.7700	0.6176	0.7700	0.8775
No log	1.5068	110	0.7382	0.6386	0.7382	0.8592
No log	1.5342	112	0.6802	0.6921	0.6802	0.8248
No log	1.5616	114	0.6787	0.6821	0.6787	0.8239
No log	1.5890	116	0.7000	0.6940	0.7000	0.8367
No log	1.6164	118	0.7256	0.6934	0.7256	0.8518
No log	1.6438	120	0.7937	0.6638	0.7937	0.8909
No log	1.6712	122	0.9374	0.6380	0.9374	0.9682
No log	1.6986	124	1.1339	0.6091	1.1339	1.0648
No log	1.7260	126	1.3204	0.5535	1.3204	1.1491
No log	1.7534	128	1.3042	0.5894	1.3042	1.1420
No log	1.7808	130	1.1310	0.6037	1.1310	1.0635
No log	1.8082	132	1.0067	0.6012	1.0067	1.0034
No log	1.8356	134	0.8965	0.5996	0.8965	0.9468
No log	1.8630	136	0.8039	0.6371	0.8039	0.8966
No log	1.8904	138	0.7678	0.6618	0.7678	0.8762
No log	1.9178	140	0.8333	0.6136	0.8333	0.9129
No log	1.9452	142	0.8721	0.6097	0.8721	0.9339
No log	1.9726	144	0.8308	0.6263	0.8308	0.9115
No log	2.0	146	0.7706	0.6481	0.7706	0.8778
No log	2.0274	148	0.7676	0.6713	0.7676	0.8761
No log	2.0548	150	0.7596	0.6777	0.7596	0.8715
No log	2.0822	152	0.8037	0.6640	0.8037	0.8965
No log	2.1096	154	0.9296	0.6539	0.9296	0.9641
No log	2.1370	156	0.9467	0.6364	0.9467	0.9730
No log	2.1644	158	0.9219	0.6202	0.9219	0.9601
No log	2.1918	160	0.8399	0.6146	0.8399	0.9165
No log	2.2192	162	0.7657	0.6383	0.7657	0.8751
No log	2.2466	164	0.7570	0.6334	0.7570	0.8701
No log	2.2740	166	0.8075	0.6354	0.8075	0.8986
No log	2.3014	168	0.9524	0.6343	0.9524	0.9759
No log	2.3288	170	1.0824	0.6375	1.0824	1.0404
No log	2.3562	172	1.1329	0.6361	1.1329	1.0644
No log	2.3836	174	0.9841	0.6303	0.9841	0.9920
No log	2.4110	176	0.8087	0.6140	0.8087	0.8993
No log	2.4384	178	0.7073	0.6864	0.7073	0.8410
No log	2.4658	180	0.7249	0.6662	0.7249	0.8514
No log	2.4932	182	0.8049	0.6523	0.8049	0.8971
No log	2.5205	184	0.8754	0.6307	0.8754	0.9356
No log	2.5479	186	0.9904	0.6273	0.9904	0.9952
No log	2.5753	188	1.1080	0.5748	1.1080	1.0526
No log	2.6027	190	1.1578	0.5916	1.1578	1.0760
No log	2.6301	192	1.1135	0.6075	1.1135	1.0552
No log	2.6575	194	1.0739	0.6487	1.0739	1.0363
No log	2.6849	196	0.9473	0.6643	0.9473	0.9733
No log	2.7123	198	0.7985	0.6829	0.7985	0.8936
No log	2.7397	200	0.7820	0.6882	0.7820	0.8843
No log	2.7671	202	0.9347	0.6567	0.9347	0.9668
No log	2.7945	204	1.1136	0.6293	1.1136	1.0553
No log	2.8219	206	1.1078	0.6288	1.1078	1.0525
No log	2.8493	208	1.0189	0.6490	1.0189	1.0094
No log	2.8767	210	1.0850	0.6349	1.0850	1.0416
No log	2.9041	212	1.0904	0.6117	1.0904	1.0442
No log	2.9315	214	1.0099	0.6305	1.0099	1.0049
No log	2.9589	216	0.9765	0.6652	0.9765	0.9882
No log	2.9863	218	1.0379	0.6578	1.0379	1.0188
No log	3.0137	220	1.1030	0.6575	1.1030	1.0502
No log	3.0411	222	1.0660	0.6631	1.0660	1.0325
No log	3.0685	224	0.9309	0.6980	0.9309	0.9648
No log	3.0959	226	0.9117	0.6938	0.9117	0.9548
No log	3.1233	228	0.9506	0.6970	0.9506	0.9750
No log	3.1507	230	0.8942	0.6881	0.8942	0.9456
No log	3.1781	232	0.9214	0.6605	0.9214	0.9599
No log	3.2055	234	1.0027	0.6634	1.0027	1.0014
No log	3.2329	236	1.0823	0.6356	1.0823	1.0403
No log	3.2603	238	1.1355	0.6316	1.1355	1.0656
No log	3.2877	240	1.0252	0.6443	1.0252	1.0125
No log	3.3151	242	0.8324	0.6768	0.8324	0.9123
No log	3.3425	244	0.7378	0.6612	0.7378	0.8589
No log	3.3699	246	0.7057	0.6559	0.7057	0.8400
No log	3.3973	248	0.7376	0.6512	0.7376	0.8588
No log	3.4247	250	0.7749	0.6763	0.7749	0.8803
No log	3.4521	252	0.8761	0.6655	0.8761	0.9360
No log	3.4795	254	0.9329	0.6733	0.9329	0.9658
No log	3.5068	256	0.9073	0.6704	0.9073	0.9525
No log	3.5342	258	0.8176	0.6513	0.8176	0.9042
No log	3.5616	260	0.7301	0.6212	0.7301	0.8545
No log	3.5890	262	0.7106	0.6543	0.7106	0.8430
No log	3.6164	264	0.7013	0.6436	0.7013	0.8374
No log	3.6438	266	0.7334	0.6115	0.7334	0.8564
No log	3.6712	268	0.8498	0.6507	0.8498	0.9218
No log	3.6986	270	1.0376	0.6015	1.0376	1.0186
No log	3.7260	272	1.0991	0.6021	1.0991	1.0484
No log	3.7534	274	0.9886	0.6663	0.9886	0.9943
No log	3.7808	276	0.8199	0.6773	0.8199	0.9055
No log	3.8082	278	0.7182	0.6826	0.7182	0.8475
No log	3.8356	280	0.7099	0.6852	0.7099	0.8426
No log	3.8630	282	0.7806	0.6975	0.7806	0.8835
No log	3.8904	284	0.8837	0.6849	0.8837	0.9400
No log	3.9178	286	0.9450	0.6409	0.9450	0.9721
No log	3.9452	288	0.8303	0.6678	0.8303	0.9112
No log	3.9726	290	0.7272	0.6884	0.7272	0.8528
No log	4.0	292	0.6550	0.6964	0.6550	0.8093
No log	4.0274	294	0.6606	0.6919	0.6606	0.8128
No log	4.0548	296	0.7336	0.7035	0.7336	0.8565
No log	4.0822	298	0.9075	0.6763	0.9075	0.9526
No log	4.1096	300	1.0216	0.6382	1.0216	1.0107
No log	4.1370	302	0.9958	0.6434	0.9958	0.9979
No log	4.1644	304	0.9012	0.6811	0.9012	0.9493
No log	4.1918	306	0.8933	0.6811	0.8933	0.9451
No log	4.2192	308	0.8969	0.6609	0.8969	0.9471
No log	4.2466	310	0.9308	0.6558	0.9308	0.9648
No log	4.2740	312	0.9569	0.6480	0.9569	0.9782
No log	4.3014	314	0.9721	0.6501	0.9721	0.9859
No log	4.3288	316	0.9254	0.6571	0.9254	0.9620
No log	4.3562	318	0.8968	0.6611	0.8968	0.9470
No log	4.3836	320	0.8697	0.6757	0.8697	0.9326
No log	4.4110	322	0.8501	0.6787	0.8501	0.9220
No log	4.4384	324	0.9582	0.6489	0.9582	0.9789
No log	4.4658	326	1.0114	0.6424	1.0114	1.0057
No log	4.4932	328	0.9582	0.6424	0.9582	0.9789
No log	4.5205	330	0.9600	0.6503	0.9600	0.9798
No log	4.5479	332	0.9649	0.6431	0.9649	0.9823
No log	4.5753	334	0.9783	0.6225	0.9783	0.9891
No log	4.6027	336	0.9168	0.6519	0.9168	0.9575
No log	4.6301	338	0.8132	0.6486	0.8132	0.9018
No log	4.6575	340	0.7536	0.6292	0.7536	0.8681
No log	4.6849	342	0.7209	0.6443	0.7209	0.8491
No log	4.7123	344	0.7356	0.6424	0.7356	0.8577
No log	4.7397	346	0.8334	0.6846	0.8334	0.9129
No log	4.7671	348	0.9596	0.6505	0.9596	0.9796
No log	4.7945	350	0.9591	0.6494	0.9591	0.9793
No log	4.8219	352	0.9945	0.6375	0.9945	0.9973
No log	4.8493	354	0.9500	0.6467	0.9500	0.9747
No log	4.8767	356	0.8341	0.6689	0.8341	0.9133
No log	4.9041	358	0.7576	0.6871	0.7576	0.8704
No log	4.9315	360	0.7348	0.6890	0.7348	0.8572
No log	4.9589	362	0.7917	0.6762	0.7917	0.8898
No log	4.9863	364	0.8532	0.6564	0.8532	0.9237
No log	5.0137	366	0.8865	0.6549	0.8865	0.9416
No log	5.0411	368	0.9450	0.6633	0.9450	0.9721
No log	5.0685	370	0.9412	0.6633	0.9412	0.9702
No log	5.0959	372	0.9349	0.6633	0.9349	0.9669
No log	5.1233	374	0.9468	0.6783	0.9468	0.9730
No log	5.1507	376	0.9757	0.6551	0.9757	0.9878
No log	5.1781	378	1.0068	0.6396	1.0068	1.0034
No log	5.2055	380	1.0474	0.6172	1.0474	1.0234
No log	5.2329	382	1.0505	0.6396	1.0505	1.0250
No log	5.2603	384	0.9867	0.6669	0.9867	0.9933
No log	5.2877	386	0.8980	0.6706	0.8980	0.9476
No log	5.3151	388	0.9251	0.6633	0.9251	0.9618
No log	5.3425	390	1.0190	0.6587	1.0190	1.0095
No log	5.3699	392	1.0021	0.6685	1.0021	1.0011
No log	5.3973	394	0.9275	0.6683	0.9275	0.9631
No log	5.4247	396	0.8447	0.6779	0.8447	0.9191
No log	5.4521	398	0.8452	0.6576	0.8452	0.9193
No log	5.4795	400	0.8825	0.6646	0.8825	0.9394
No log	5.5068	402	0.9761	0.6619	0.9761	0.9880
No log	5.5342	404	1.0082	0.6483	1.0082	1.0041
No log	5.5616	406	0.9443	0.6516	0.9443	0.9718
No log	5.5890	408	0.8297	0.6813	0.8297	0.9109
No log	5.6164	410	0.7708	0.6848	0.7708	0.8780
No log	5.6438	412	0.7896	0.6745	0.7896	0.8886
No log	5.6712	414	0.8359	0.6619	0.8359	0.9143
No log	5.6986	416	0.8300	0.6722	0.8300	0.9111
No log	5.7260	418	0.8375	0.6678	0.8375	0.9152
No log	5.7534	420	0.8165	0.6892	0.8165	0.9036
No log	5.7808	422	0.8045	0.6809	0.8045	0.8970
No log	5.8082	424	0.8110	0.6809	0.8110	0.9005
No log	5.8356	426	0.8866	0.6844	0.8866	0.9416
No log	5.8630	428	1.0334	0.6388	1.0334	1.0166
No log	5.8904	430	1.1185	0.6239	1.1185	1.0576
No log	5.9178	432	1.1400	0.6246	1.1400	1.0677
No log	5.9452	434	1.0666	0.6343	1.0666	1.0328
No log	5.9726	436	0.9317	0.6420	0.9317	0.9653
No log	6.0	438	0.8612	0.6174	0.8612	0.9280
No log	6.0274	440	0.8350	0.6174	0.8350	0.9138
No log	6.0548	442	0.8526	0.6275	0.8526	0.9234
No log	6.0822	444	0.9164	0.6503	0.9164	0.9573
No log	6.1096	446	1.0322	0.6261	1.0322	1.0160
No log	6.1370	448	1.0959	0.6146	1.0959	1.0468
No log	6.1644	450	1.0812	0.6294	1.0812	1.0398
No log	6.1918	452	1.0329	0.6377	1.0329	1.0163
No log	6.2192	454	0.9629	0.6590	0.9629	0.9813
No log	6.2466	456	0.8868	0.6454	0.8868	0.9417
No log	6.2740	458	0.8688	0.6710	0.8688	0.9321
No log	6.3014	460	0.8802	0.6807	0.8802	0.9382
No log	6.3288	462	0.8438	0.6848	0.8438	0.9186
No log	6.3562	464	0.8347	0.6764	0.8347	0.9136
No log	6.3836	466	0.8729	0.6831	0.8729	0.9343
No log	6.4110	468	0.9451	0.6526	0.9451	0.9722
No log	6.4384	470	1.0155	0.6508	1.0155	1.0077
No log	6.4658	472	1.0169	0.6422	1.0169	1.0084
No log	6.4932	474	0.9950	0.6546	0.9950	0.9975
No log	6.5205	476	0.9883	0.6546	0.9883	0.9941
No log	6.5479	478	1.0234	0.6434	1.0234	1.0117
No log	6.5753	480	1.0968	0.6425	1.0968	1.0473
No log	6.6027	482	1.0908	0.6463	1.0908	1.0444
No log	6.6301	484	0.9669	0.6682	0.9669	0.9833
No log	6.6575	486	0.8855	0.6845	0.8855	0.9410
No log	6.6849	488	0.8032	0.7048	0.8032	0.8962
No log	6.7123	490	0.7288	0.6884	0.7288	0.8537
No log	6.7397	492	0.7339	0.6884	0.7339	0.8567
No log	6.7671	494	0.7999	0.7050	0.7999	0.8944
No log	6.7945	496	0.9346	0.6842	0.9346	0.9667
No log	6.8219	498	1.0713	0.6642	1.0713	1.0350
0.4653	6.8493	500	1.1714	0.6071	1.1714	1.0823
0.4653	6.8767	502	1.1942	0.6086	1.1942	1.0928
0.4653	6.9041	504	1.1832	0.6122	1.1832	1.0877
0.4653	6.9315	506	1.0967	0.6310	1.0967	1.0472
0.4653	6.9589	508	0.9644	0.6899	0.9644	0.9820
0.4653	6.9863	510	0.8081	0.6806	0.8081	0.8990
0.4653	7.0137	512	0.7195	0.6921	0.7195	0.8482
0.4653	7.0411	514	0.7026	0.6876	0.7026	0.8382
0.4653	7.0685	516	0.7331	0.6862	0.7331	0.8562
0.4653	7.0959	518	0.8005	0.6862	0.8005	0.8947
0.4653	7.1233	520	0.8903	0.6829	0.8903	0.9436
0.4653	7.1507	522	0.9729	0.6377	0.9729	0.9863
0.4653	7.1781	524	1.0117	0.6174	1.0117	1.0058
0.4653	7.2055	526	1.0304	0.6157	1.0304	1.0151
0.4653	7.2329	528	1.0062	0.6194	1.0062	1.0031
0.4653	7.2603	530	0.9532	0.6218	0.9532	0.9763
0.4653	7.2877	532	0.9477	0.6218	0.9477	0.9735
0.4653	7.3151	534	0.9706	0.6132	0.9706	0.9852
0.4653	7.3425	536	0.9736	0.6149	0.9736	0.9867
0.4653	7.3699	538	0.9802	0.6166	0.9802	0.9900
0.4653	7.3973	540	0.9726	0.6199	0.9726	0.9862
0.4653	7.4247	542	0.9912	0.6263	0.9912	0.9956
0.4653	7.4521	544	0.9874	0.6230	0.9874	0.9937
0.4653	7.4795	546	0.9648	0.6309	0.9648	0.9823
0.4653	7.5068	548	0.9185	0.6519	0.9185	0.9584
0.4653	7.5342	550	0.9087	0.6561	0.9087	0.9533
0.4653	7.5616	552	0.8873	0.6561	0.8873	0.9420
0.4653	7.5890	554	0.8486	0.6515	0.8486	0.9212
0.4653	7.6164	556	0.8255	0.6467	0.8255	0.9086
0.4653	7.6438	558	0.8501	0.6561	0.8501	0.9220
0.4653	7.6712	560	0.9164	0.6515	0.9164	0.9573
0.4653	7.6986	562	0.9558	0.6438	0.9558	0.9776
0.4653	7.7260	564	1.0118	0.6461	1.0118	1.0059
0.4653	7.7534	566	1.0628	0.6322	1.0628	1.0309
0.4653	7.7808	568	1.1154	0.6090	1.1154	1.0561
0.4653	7.8082	570	1.1202	0.6021	1.1202	1.0584
0.4653	7.8356	572	1.0624	0.6215	1.0624	1.0307
0.4653	7.8630	574	0.9847	0.6396	0.9847	0.9923
0.4653	7.8904	576	0.9162	0.6550	0.9162	0.9572
0.4653	7.9178	578	0.8756	0.6783	0.8756	0.9357
0.4653	7.9452	580	0.8629	0.6842	0.8629	0.9289
0.4653	7.9726	582	0.8342	0.6884	0.8342	0.9134
0.4653	8.0	584	0.8251	0.6884	0.8251	0.9083
0.4653	8.0274	586	0.8352	0.6884	0.8352	0.9139
0.4653	8.0548	588	0.8300	0.6884	0.8300	0.9110
0.4653	8.0822	590	0.8431	0.6884	0.8431	0.9182
0.4653	8.1096	592	0.8620	0.6884	0.8620	0.9284
0.4653	8.1370	594	0.8906	0.6641	0.8906	0.9437
0.4653	8.1644	596	0.9093	0.6635	0.9093	0.9535
0.4653	8.1918	598	0.9174	0.6726	0.9174	0.9578
0.4653	8.2192	600	0.8941	0.6784	0.8941	0.9456
0.4653	8.2466	602	0.8490	0.6884	0.8490	0.9214
0.4653	8.2740	604	0.8202	0.6792	0.8202	0.9056
0.4653	8.3014	606	0.8164	0.6615	0.8164	0.9035
0.4653	8.3288	608	0.8240	0.6676	0.8240	0.9077
0.4653	8.3562	610	0.8213	0.6615	0.8213	0.9063
0.4653	8.3836	612	0.8346	0.6853	0.8346	0.9136
0.4653	8.4110	614	0.8350	0.6853	0.8350	0.9138
0.4653	8.4384	616	0.8206	0.6703	0.8206	0.9059
0.4653	8.4658	618	0.8174	0.6703	0.8174	0.9041
0.4653	8.4932	620	0.8250	0.6659	0.8250	0.9083
0.4653	8.5205	622	0.8439	0.6679	0.8439	0.9186
0.4653	8.5479	624	0.8730	0.6679	0.8730	0.9343
0.4653	8.5753	626	0.9000	0.6588	0.9000	0.9487
0.4653	8.6027	628	0.9376	0.6447	0.9376	0.9683
0.4653	8.6301	630	0.9593	0.6493	0.9593	0.9795
0.4653	8.6575	632	0.9624	0.6493	0.9624	0.9810
0.4653	8.6849	634	0.9703	0.6493	0.9703	0.9850
0.4653	8.7123	636	0.9599	0.6500	0.9599	0.9797
0.4653	8.7397	638	0.9598	0.6535	0.9598	0.9797
0.4653	8.7671	640	0.9668	0.6535	0.9668	0.9833
0.4653	8.7945	642	0.9580	0.6651	0.9580	0.9788
0.4653	8.8219	644	0.9346	0.6651	0.9346	0.9667
0.4653	8.8493	646	0.9196	0.6651	0.9196	0.9590
0.4653	8.8767	648	0.9062	0.6818	0.9062	0.9519
0.4653	8.9041	650	0.9049	0.6818	0.9049	0.9513
0.4653	8.9315	652	0.9192	0.6818	0.9192	0.9588
0.4653	8.9589	654	0.9184	0.6802	0.9184	0.9583
0.4653	8.9863	656	0.9113	0.6784	0.9113	0.9546
0.4653	9.0137	658	0.9057	0.6784	0.9057	0.9517
0.4653	9.0411	660	0.8890	0.6766	0.8890	0.9429
0.4653	9.0685	662	0.8794	0.6766	0.8794	0.9378
0.4653	9.0959	664	0.8657	0.6859	0.8657	0.9304
0.4653	9.1233	666	0.8370	0.6779	0.8370	0.9149
0.4653	9.1507	668	0.7997	0.6743	0.7997	0.8943
0.4653	9.1781	670	0.7738	0.6812	0.7738	0.8797
0.4653	9.2055	672	0.7601	0.6909	0.7601	0.8718
0.4653	9.2329	674	0.7474	0.6964	0.7474	0.8645
0.4653	9.2603	676	0.7465	0.6878	0.7465	0.8640
0.4653	9.2877	678	0.7533	0.6964	0.7533	0.8679
0.4653	9.3151	680	0.7588	0.6964	0.7588	0.8711
0.4653	9.3425	682	0.7671	0.6964	0.7671	0.8758
0.4653	9.3699	684	0.7734	0.6964	0.7734	0.8794
0.4653	9.3973	686	0.7814	0.6823	0.7814	0.8840
0.4653	9.4247	688	0.7832	0.6823	0.7832	0.8850
0.4653	9.4521	690	0.7896	0.6823	0.7896	0.8886
0.4653	9.4795	692	0.7915	0.6823	0.7915	0.8896
0.4653	9.5068	694	0.7946	0.6823	0.7946	0.8914
0.4653	9.5342	696	0.7953	0.6735	0.7953	0.8918
0.4653	9.5616	698	0.7971	0.6795	0.7971	0.8928
0.4653	9.5890	700	0.7997	0.6795	0.7997	0.8942
0.4653	9.6164	702	0.7986	0.6745	0.7986	0.8936
0.4653	9.6438	704	0.7986	0.6745	0.7986	0.8936
0.4653	9.6712	706	0.8033	0.6745	0.8033	0.8963
0.4653	9.6986	708	0.8052	0.6745	0.8052	0.8973
0.4653	9.7260	710	0.8053	0.6745	0.8053	0.8974
0.4653	9.7534	712	0.8045	0.6745	0.8045	0.8969
0.4653	9.7808	714	0.8044	0.6745	0.8044	0.8969
0.4653	9.8082	716	0.8038	0.6745	0.8038	0.8966
0.4653	9.8356	718	0.8051	0.6755	0.8051	0.8973
0.4653	9.8630	720	0.8056	0.6755	0.8056	0.8976
0.4653	9.8904	722	0.8056	0.6755	0.8056	0.8976
0.4653	9.9178	724	0.8047	0.6755	0.8047	0.8970
0.4653	9.9452	726	0.8047	0.6755	0.8047	0.8970
0.4653	9.9726	728	0.8046	0.6686	0.8046	0.8970
0.4653	10.0	730	0.8049	0.6643	0.8049	0.8971

Framework versions

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