ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task2_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: 0.7999
• Qwk: 0.5124
• Mse: 0.7999
• Rmse: 0.8944

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0253	2	4.3924	0.0163	4.3924	2.0958
No log	0.0506	4	2.6762	0.0309	2.6762	1.6359
No log	0.0759	6	1.7416	0.0372	1.7416	1.3197
No log	0.1013	8	1.3275	0.0141	1.3275	1.1522
No log	0.1266	10	1.2328	0.1532	1.2328	1.1103
No log	0.1519	12	1.1763	0.1979	1.1763	1.0846
No log	0.1772	14	1.2263	0.1772	1.2263	1.1074
No log	0.2025	16	1.2187	0.1943	1.2187	1.1040
No log	0.2278	18	1.1794	0.2137	1.1794	1.0860
No log	0.2532	20	1.0952	0.2400	1.0952	1.0465
No log	0.2785	22	1.0858	0.2322	1.0858	1.0420
No log	0.3038	24	1.0411	0.2322	1.0411	1.0204
No log	0.3291	26	0.9450	0.3724	0.9450	0.9721
No log	0.3544	28	0.9287	0.3937	0.9287	0.9637
No log	0.3797	30	1.0274	0.3777	1.0274	1.0136
No log	0.4051	32	1.1115	0.4153	1.1115	1.0543
No log	0.4304	34	0.9580	0.4404	0.9580	0.9788
No log	0.4557	36	0.9649	0.4121	0.9649	0.9823
No log	0.4810	38	0.8700	0.5312	0.8700	0.9328
No log	0.5063	40	0.8532	0.4847	0.8532	0.9237
No log	0.5316	42	0.8466	0.5510	0.8466	0.9201
No log	0.5570	44	1.0259	0.4538	1.0259	1.0129
No log	0.5823	46	1.1705	0.3580	1.1705	1.0819
No log	0.6076	48	0.9692	0.4693	0.9692	0.9845
No log	0.6329	50	0.8156	0.5439	0.8156	0.9031
No log	0.6582	52	0.8207	0.5055	0.8207	0.9059
No log	0.6835	54	0.8165	0.6095	0.8165	0.9036
No log	0.7089	56	1.0925	0.4594	1.0925	1.0452
No log	0.7342	58	1.1611	0.4304	1.1611	1.0775
No log	0.7595	60	0.8572	0.5645	0.8572	0.9259
No log	0.7848	62	0.9160	0.5315	0.9160	0.9571
No log	0.8101	64	1.2704	0.4458	1.2704	1.1271
No log	0.8354	66	1.1416	0.4824	1.1416	1.0684
No log	0.8608	68	0.8520	0.5763	0.8520	0.9231
No log	0.8861	70	0.8686	0.5398	0.8686	0.9320
No log	0.9114	72	1.1202	0.4571	1.1202	1.0584
No log	0.9367	74	1.2201	0.4167	1.2201	1.1046
No log	0.9620	76	1.0053	0.5206	1.0053	1.0027
No log	0.9873	78	0.7651	0.6469	0.7651	0.8747
No log	1.0127	80	0.7564	0.5853	0.7564	0.8697
No log	1.0380	82	0.7422	0.5853	0.7422	0.8615
No log	1.0633	84	0.7114	0.5659	0.7114	0.8435
No log	1.0886	86	0.7683	0.5954	0.7683	0.8765
No log	1.1139	88	0.7413	0.4555	0.7413	0.8610
No log	1.1392	90	0.8190	0.5544	0.8190	0.9050
No log	1.1646	92	0.8103	0.5515	0.8103	0.9002
No log	1.1899	94	0.7256	0.5455	0.7256	0.8518
No log	1.2152	96	0.7827	0.5029	0.7827	0.8847
No log	1.2405	98	0.8465	0.5216	0.8465	0.9201
No log	1.2658	100	0.7280	0.6035	0.7280	0.8533
No log	1.2911	102	0.7012	0.5777	0.7012	0.8374
No log	1.3165	104	0.8572	0.5429	0.8572	0.9259
No log	1.3418	106	1.0205	0.4359	1.0205	1.0102
No log	1.3671	108	0.9178	0.5072	0.9178	0.9580
No log	1.3924	110	0.7497	0.5911	0.7497	0.8658
No log	1.4177	112	0.9256	0.6007	0.9256	0.9621
No log	1.4430	114	1.0599	0.5690	1.0599	1.0295
No log	1.4684	116	0.8980	0.6007	0.8980	0.9477
No log	1.4937	118	0.7608	0.6272	0.7608	0.8722
No log	1.5190	120	0.8579	0.5022	0.8579	0.9262
No log	1.5443	122	0.8978	0.4516	0.8978	0.9475
No log	1.5696	124	0.7582	0.5443	0.7582	0.8708
No log	1.5949	126	0.7506	0.6196	0.7506	0.8664
No log	1.6203	128	0.8038	0.5965	0.8038	0.8965
No log	1.6456	130	0.7593	0.6352	0.7593	0.8714
No log	1.6709	132	0.7130	0.6541	0.7130	0.8444
No log	1.6962	134	0.7451	0.6243	0.7451	0.8632
No log	1.7215	136	0.8834	0.6120	0.8834	0.9399
No log	1.7468	138	0.8117	0.6273	0.8117	0.9010
No log	1.7722	140	0.6806	0.6629	0.6806	0.8250
No log	1.7975	142	0.6731	0.6507	0.6731	0.8204
No log	1.8228	144	0.6781	0.6073	0.6781	0.8234
No log	1.8481	146	0.7459	0.5746	0.7459	0.8637
No log	1.8734	148	0.7638	0.5899	0.7638	0.8740
No log	1.8987	150	0.7382	0.5936	0.7382	0.8592
No log	1.9241	152	1.0312	0.5684	1.0312	1.0155
No log	1.9494	154	1.0913	0.5636	1.0913	1.0447
No log	1.9747	156	1.0741	0.5529	1.0741	1.0364
No log	2.0	158	1.0567	0.5292	1.0567	1.0280
No log	2.0253	160	0.9011	0.6015	0.9011	0.9493
No log	2.0506	162	0.7950	0.6017	0.7950	0.8916
No log	2.0759	164	0.7187	0.5872	0.7187	0.8477
No log	2.1013	166	0.6991	0.5931	0.6991	0.8361
No log	2.1266	168	0.7155	0.6390	0.7155	0.8459
No log	2.1519	170	0.7998	0.5786	0.7998	0.8943
No log	2.1772	172	0.7537	0.6080	0.7537	0.8681
No log	2.2025	174	0.6981	0.6308	0.6981	0.8355
No log	2.2278	176	0.6677	0.6725	0.6677	0.8171
No log	2.2532	178	0.6535	0.6073	0.6535	0.8084
No log	2.2785	180	0.6828	0.5802	0.6828	0.8263
No log	2.3038	182	0.7116	0.5526	0.7116	0.8435
No log	2.3291	184	0.6746	0.6198	0.6746	0.8213
No log	2.3544	186	0.7907	0.6256	0.7907	0.8892
No log	2.3797	188	0.9838	0.5749	0.9838	0.9919
No log	2.4051	190	0.8482	0.5958	0.8482	0.9210
No log	2.4304	192	0.7381	0.6130	0.7381	0.8591
No log	2.4557	194	0.7521	0.6565	0.7521	0.8672
No log	2.4810	196	0.7671	0.6202	0.7671	0.8759
No log	2.5063	198	0.8157	0.6102	0.8157	0.9031
No log	2.5316	200	0.9011	0.5996	0.9011	0.9493
No log	2.5570	202	0.8467	0.6190	0.8467	0.9202
No log	2.5823	204	0.7111	0.6594	0.7111	0.8433
No log	2.6076	206	0.6795	0.6907	0.6795	0.8243
No log	2.6329	208	0.7477	0.6597	0.7477	0.8647
No log	2.6582	210	0.8211	0.5810	0.8211	0.9061
No log	2.6835	212	0.7988	0.5810	0.7988	0.8938
No log	2.7089	214	0.7461	0.5753	0.7461	0.8638
No log	2.7342	216	0.6976	0.5966	0.6976	0.8352
No log	2.7595	218	0.6617	0.6554	0.6617	0.8135
No log	2.7848	220	0.6987	0.6138	0.6987	0.8359
No log	2.8101	222	0.6774	0.6485	0.6774	0.8230
No log	2.8354	224	0.6910	0.5458	0.6910	0.8313
No log	2.8608	226	0.7141	0.4813	0.7141	0.8450
No log	2.8861	228	0.7430	0.5075	0.7430	0.8620
No log	2.9114	230	0.7417	0.4941	0.7417	0.8612
No log	2.9367	232	0.7140	0.5381	0.7140	0.8450
No log	2.9620	234	0.8273	0.5353	0.8273	0.9095
No log	2.9873	236	0.9040	0.5801	0.9040	0.9508
No log	3.0127	238	0.8359	0.5353	0.8359	0.9143
No log	3.0380	240	0.7092	0.5826	0.7092	0.8421
No log	3.0633	242	0.7015	0.6094	0.7015	0.8376
No log	3.0886	244	0.7236	0.5817	0.7236	0.8506
No log	3.1139	246	0.6740	0.6051	0.6740	0.8209
No log	3.1392	248	0.7531	0.5921	0.7531	0.8678
No log	3.1646	250	0.8733	0.5626	0.8733	0.9345
No log	3.1899	252	0.7910	0.5682	0.7910	0.8894
No log	3.2152	254	0.7431	0.5759	0.7431	0.8620
No log	3.2405	256	0.7459	0.5648	0.7459	0.8637
No log	3.2658	258	0.8507	0.5592	0.8507	0.9223
No log	3.2911	260	0.9811	0.5757	0.9811	0.9905
No log	3.3165	262	1.0566	0.5713	1.0566	1.0279
No log	3.3418	264	0.8327	0.5693	0.8327	0.9125
No log	3.3671	266	0.6622	0.6769	0.6622	0.8138
No log	3.3924	268	0.7376	0.5081	0.7376	0.8589
No log	3.4177	270	0.7875	0.5212	0.7875	0.8874
No log	3.4430	272	0.6685	0.6222	0.6685	0.8176
No log	3.4684	274	0.6363	0.6460	0.6363	0.7977
No log	3.4937	276	0.7883	0.5847	0.7883	0.8879
No log	3.5190	278	0.8866	0.5605	0.8866	0.9416
No log	3.5443	280	0.7732	0.6008	0.7732	0.8793
No log	3.5696	282	0.6485	0.6435	0.6485	0.8053
No log	3.5949	284	0.6236	0.6536	0.6236	0.7897
No log	3.6203	286	0.6431	0.5876	0.6431	0.8019
No log	3.6456	288	0.6002	0.6535	0.6002	0.7748
No log	3.6709	290	0.5973	0.6728	0.5973	0.7728
No log	3.6962	292	0.7719	0.6395	0.7719	0.8786
No log	3.7215	294	0.8649	0.5925	0.8649	0.9300
No log	3.7468	296	0.8318	0.5614	0.8318	0.9120
No log	3.7722	298	0.7320	0.5905	0.7320	0.8556
No log	3.7975	300	0.6878	0.6167	0.6878	0.8293
No log	3.8228	302	0.6577	0.6097	0.6577	0.8110
No log	3.8481	304	0.6158	0.6597	0.6158	0.7847
No log	3.8734	306	0.6103	0.6725	0.6103	0.7812
No log	3.8987	308	0.6754	0.6140	0.6754	0.8218
No log	3.9241	310	0.7266	0.6287	0.7266	0.8524
No log	3.9494	312	0.7202	0.6397	0.7202	0.8487
No log	3.9747	314	0.7354	0.5483	0.7354	0.8576
No log	4.0	316	0.7590	0.5336	0.7590	0.8712
No log	4.0253	318	0.7789	0.5526	0.7789	0.8825
No log	4.0506	320	0.7917	0.5716	0.7917	0.8898
No log	4.0759	322	0.8198	0.5543	0.8198	0.9054
No log	4.1013	324	0.8263	0.5819	0.8263	0.9090
No log	4.1266	326	0.7962	0.5898	0.7962	0.8923
No log	4.1519	328	0.7322	0.5648	0.7322	0.8557
No log	4.1772	330	0.7237	0.5648	0.7237	0.8507
No log	4.2025	332	0.7902	0.5865	0.7902	0.8889
No log	4.2278	334	0.9463	0.5524	0.9463	0.9728
No log	4.2532	336	0.9378	0.5181	0.9378	0.9684
No log	4.2785	338	0.8694	0.4806	0.8694	0.9324
No log	4.3038	340	0.8257	0.5094	0.8257	0.9087
No log	4.3291	342	0.7865	0.5785	0.7865	0.8869
No log	4.3544	344	0.7575	0.5329	0.7575	0.8703
No log	4.3797	346	0.7414	0.5855	0.7414	0.8611
No log	4.4051	348	0.7346	0.6057	0.7346	0.8571
No log	4.4304	350	0.7242	0.5904	0.7242	0.8510
No log	4.4557	352	0.7174	0.5846	0.7174	0.8470
No log	4.4810	354	0.7760	0.6208	0.7760	0.8809
No log	4.5063	356	0.8091	0.6122	0.8091	0.8995
No log	4.5316	358	0.8351	0.5775	0.8351	0.9139
No log	4.5570	360	0.8022	0.5686	0.8022	0.8957
No log	4.5823	362	0.7505	0.5392	0.7505	0.8663
No log	4.6076	364	0.7200	0.4946	0.7200	0.8485
No log	4.6329	366	0.7131	0.5810	0.7131	0.8445
No log	4.6582	368	0.7628	0.5787	0.7628	0.8734
No log	4.6835	370	0.8191	0.5872	0.8191	0.9050
No log	4.7089	372	0.8034	0.5893	0.8034	0.8963
No log	4.7342	374	0.8031	0.5893	0.8031	0.8962
No log	4.7595	376	0.8415	0.5614	0.8415	0.9174
No log	4.7848	378	0.8489	0.5693	0.8489	0.9214
No log	4.8101	380	0.8034	0.5434	0.8034	0.8963
No log	4.8354	382	0.7554	0.5455	0.7554	0.8692
No log	4.8608	384	0.7102	0.5661	0.7102	0.8427
No log	4.8861	386	0.7117	0.5618	0.7117	0.8436
No log	4.9114	388	0.7120	0.5717	0.7120	0.8438
No log	4.9367	390	0.7394	0.5618	0.7394	0.8599
No log	4.9620	392	0.7839	0.5548	0.7839	0.8854
No log	4.9873	394	0.7737	0.5869	0.7737	0.8796
No log	5.0127	396	0.7383	0.5364	0.7383	0.8592
No log	5.0380	398	0.7472	0.5364	0.7472	0.8644
No log	5.0633	400	0.7564	0.5364	0.7564	0.8697
No log	5.0886	402	0.7488	0.4826	0.7488	0.8653
No log	5.1139	404	0.7542	0.4804	0.7542	0.8684
No log	5.1392	406	0.7334	0.4993	0.7334	0.8564
No log	5.1646	408	0.7342	0.5093	0.7342	0.8569
No log	5.1899	410	0.7488	0.5648	0.7488	0.8654
No log	5.2152	412	0.8017	0.5094	0.8017	0.8954
No log	5.2405	414	0.9408	0.5671	0.9408	0.9700
No log	5.2658	416	1.0882	0.5825	1.0882	1.0432
No log	5.2911	418	1.1020	0.5754	1.1020	1.0498
No log	5.3165	420	0.9491	0.5669	0.9491	0.9742
No log	5.3418	422	0.8145	0.5370	0.8145	0.9025
No log	5.3671	424	0.7557	0.5431	0.7557	0.8693
No log	5.3924	426	0.7409	0.5431	0.7409	0.8608
No log	5.4177	428	0.7425	0.4813	0.7425	0.8617
No log	5.4430	430	0.7431	0.5203	0.7431	0.8620
No log	5.4684	432	0.7431	0.5300	0.7431	0.8620
No log	5.4937	434	0.7399	0.5498	0.7399	0.8602
No log	5.5190	436	0.7968	0.5685	0.7968	0.8926
No log	5.5443	438	0.8006	0.5818	0.8006	0.8948
No log	5.5696	440	0.7138	0.5830	0.7138	0.8449
No log	5.5949	442	0.6998	0.5878	0.6998	0.8365
No log	5.6203	444	0.6954	0.5884	0.6954	0.8339
No log	5.6456	446	0.7146	0.5983	0.7146	0.8453
No log	5.6709	448	0.7982	0.5294	0.7982	0.8934
No log	5.6962	450	0.7960	0.5513	0.7960	0.8922
No log	5.7215	452	0.7188	0.5595	0.7188	0.8478
No log	5.7468	454	0.7123	0.5591	0.7123	0.8440
No log	5.7722	456	0.7185	0.5591	0.7185	0.8476
No log	5.7975	458	0.7292	0.5027	0.7292	0.8539
No log	5.8228	460	0.7897	0.5124	0.7897	0.8887
No log	5.8481	462	0.8066	0.4775	0.8066	0.8981
No log	5.8734	464	0.7891	0.5124	0.7891	0.8883
No log	5.8987	466	0.7418	0.5622	0.7418	0.8613
No log	5.9241	468	0.7265	0.5835	0.7265	0.8523
No log	5.9494	470	0.7310	0.5744	0.7310	0.8550
No log	5.9747	472	0.7361	0.5498	0.7361	0.8580
No log	6.0	474	0.7442	0.5844	0.7442	0.8627
No log	6.0253	476	0.7292	0.6251	0.7292	0.8539
No log	6.0506	478	0.7270	0.6067	0.7270	0.8527
No log	6.0759	480	0.7448	0.6471	0.7448	0.8630
No log	6.1013	482	0.7486	0.6578	0.7486	0.8652
No log	6.1266	484	0.7721	0.6208	0.7721	0.8787
No log	6.1519	486	0.7518	0.6338	0.7518	0.8671
No log	6.1772	488	0.7437	0.6209	0.7437	0.8624
No log	6.2025	490	0.7748	0.6080	0.7748	0.8802
No log	6.2278	492	0.7866	0.5864	0.7866	0.8869
No log	6.2532	494	0.7734	0.6120	0.7734	0.8795
No log	6.2785	496	0.8098	0.5275	0.8098	0.8999
No log	6.3038	498	0.8809	0.5299	0.8809	0.9385
0.3274	6.3291	500	0.9635	0.5399	0.9635	0.9816
0.3274	6.3544	502	0.9778	0.5568	0.9778	0.9889
0.3274	6.3797	504	0.8688	0.5000	0.8688	0.9321
0.3274	6.4051	506	0.7392	0.5663	0.7392	0.8598
0.3274	6.4304	508	0.6819	0.5982	0.6819	0.8258
0.3274	6.4557	510	0.6774	0.6214	0.6774	0.8231
0.3274	6.4810	512	0.6658	0.6815	0.6658	0.8160
0.3274	6.5063	514	0.7026	0.6088	0.7026	0.8382
0.3274	6.5316	516	0.8678	0.5805	0.8678	0.9316
0.3274	6.5570	518	0.9578	0.5214	0.9578	0.9787
0.3274	6.5823	520	0.8814	0.5365	0.8814	0.9388
0.3274	6.6076	522	0.7364	0.5610	0.7364	0.8581
0.3274	6.6329	524	0.6798	0.6570	0.6798	0.8245
0.3274	6.6582	526	0.7186	0.5951	0.7186	0.8477
0.3274	6.6835	528	0.7763	0.5440	0.7763	0.8811
0.3274	6.7089	530	0.7336	0.5951	0.7336	0.8565
0.3274	6.7342	532	0.7017	0.6806	0.7017	0.8377
0.3274	6.7595	534	0.7686	0.5759	0.7686	0.8767
0.3274	6.7848	536	0.8579	0.5294	0.8579	0.9262
0.3274	6.8101	538	0.8531	0.5333	0.8531	0.9236
0.3274	6.8354	540	0.8757	0.54	0.8757	0.9358
0.3274	6.8608	542	0.8828	0.5509	0.8828	0.9396
0.3274	6.8861	544	0.8230	0.5736	0.8230	0.9072
0.3274	6.9114	546	0.7457	0.6019	0.7457	0.8636
0.3274	6.9367	548	0.7215	0.6025	0.7215	0.8494
0.3274	6.9620	550	0.7322	0.6121	0.7322	0.8557
0.3274	6.9873	552	0.7603	0.5663	0.7603	0.8719
0.3274	7.0127	554	0.7941	0.5419	0.7941	0.8911
0.3274	7.0380	556	0.8418	0.5044	0.8418	0.9175
0.3274	7.0633	558	0.8511	0.5421	0.8511	0.9226
0.3274	7.0886	560	0.7978	0.5700	0.7978	0.8932
0.3274	7.1139	562	0.7282	0.5279	0.7282	0.8533
0.3274	7.1392	564	0.7204	0.4461	0.7204	0.8487
0.3274	7.1646	566	0.7238	0.5244	0.7238	0.8507
0.3274	7.1899	568	0.7442	0.5451	0.7442	0.8627
0.3274	7.2152	570	0.7466	0.5700	0.7466	0.8641
0.3274	7.2405	572	0.7395	0.6209	0.7395	0.8600
0.3274	7.2658	574	0.7873	0.625	0.7873	0.8873
0.3274	7.2911	576	0.8563	0.6121	0.8563	0.9254
0.3274	7.3165	578	0.9312	0.5943	0.9312	0.9650
0.3274	7.3418	580	0.9784	0.5774	0.9784	0.9891
0.3274	7.3671	582	0.9377	0.5670	0.9377	0.9683
0.3274	7.3924	584	0.8992	0.5670	0.8992	0.9483
0.3274	7.4177	586	0.8701	0.6219	0.8701	0.9328
0.3274	7.4430	588	0.8202	0.6132	0.8202	0.9057
0.3274	7.4684	590	0.8018	0.6132	0.8018	0.8954
0.3274	7.4937	592	0.8038	0.6459	0.8038	0.8965
0.3274	7.5190	594	0.7715	0.6391	0.7715	0.8784
0.3274	7.5443	596	0.7211	0.6044	0.7211	0.8492
0.3274	7.5696	598	0.6959	0.5915	0.6959	0.8342
0.3274	7.5949	600	0.6973	0.5922	0.6973	0.8351
0.3274	7.6203	602	0.7292	0.5959	0.7292	0.8540
0.3274	7.6456	604	0.7680	0.6144	0.7680	0.8764
0.3274	7.6709	606	0.8020	0.5791	0.8020	0.8956
0.3274	7.6962	608	0.7695	0.6144	0.7695	0.8772
0.3274	7.7215	610	0.7217	0.4912	0.7217	0.8496
0.3274	7.7468	612	0.7315	0.5027	0.7315	0.8553
0.3274	7.7722	614	0.7387	0.5164	0.7387	0.8595
0.3274	7.7975	616	0.7068	0.5634	0.7068	0.8407
0.3274	7.8228	618	0.7194	0.6109	0.7194	0.8482
0.3274	7.8481	620	0.8305	0.6111	0.8305	0.9113
0.3274	7.8734	622	0.9465	0.5772	0.9465	0.9729
0.3274	7.8987	624	0.9676	0.5772	0.9676	0.9836
0.3274	7.9241	626	0.8820	0.5849	0.8820	0.9391
0.3274	7.9494	628	0.7874	0.5474	0.7874	0.8873
0.3274	7.9747	630	0.7681	0.5526	0.7681	0.8764
0.3274	8.0	632	0.7687	0.5431	0.7687	0.8767
0.3274	8.0253	634	0.7655	0.5431	0.7655	0.8749
0.3274	8.0506	636	0.7626	0.5431	0.7626	0.8733
0.3274	8.0759	638	0.7926	0.6490	0.7926	0.8903
0.3274	8.1013	640	0.8227	0.625	0.8227	0.9070
0.3274	8.1266	642	0.8278	0.625	0.8278	0.9098
0.3274	8.1519	644	0.7627	0.6350	0.7627	0.8733
0.3274	8.1772	646	0.7263	0.6447	0.7263	0.8522
0.3274	8.2025	648	0.7309	0.6144	0.7309	0.8549
0.3274	8.2278	650	0.7737	0.6208	0.7737	0.8796
0.3274	8.2532	652	0.7759	0.6174	0.7759	0.8809
0.3274	8.2785	654	0.7222	0.6144	0.7222	0.8498
0.3274	8.3038	656	0.6757	0.6203	0.6757	0.8220
0.3274	8.3291	658	0.6613	0.6358	0.6613	0.8132
0.3274	8.3544	660	0.6588	0.5866	0.6588	0.8116
0.3274	8.3797	662	0.7061	0.6025	0.7061	0.8403
0.3274	8.4051	664	0.7838	0.5346	0.7838	0.8853
0.3274	8.4304	666	0.8367	0.5536	0.8367	0.9147
0.3274	8.4557	668	0.8371	0.5220	0.8371	0.9149
0.3274	8.4810	670	0.8138	0.5270	0.8138	0.9021
0.3274	8.5063	672	0.7564	0.5426	0.7564	0.8697
0.3274	8.5316	674	0.7227	0.5450	0.7227	0.8501
0.3274	8.5570	676	0.7087	0.5622	0.7087	0.8418
0.3274	8.5823	678	0.7124	0.6225	0.7124	0.8440
0.3274	8.6076	680	0.7338	0.6701	0.7338	0.8566
0.3274	8.6329	682	0.7803	0.6446	0.7803	0.8833
0.3274	8.6582	684	0.8594	0.5952	0.8594	0.9270
0.3274	8.6835	686	0.8582	0.5823	0.8582	0.9264
0.3274	8.7089	688	0.8689	0.5637	0.8689	0.9322
0.3274	8.7342	690	0.8039	0.5230	0.8039	0.8966
0.3274	8.7595	692	0.7385	0.5450	0.7385	0.8594
0.3274	8.7848	694	0.7037	0.5676	0.7037	0.8389
0.3274	8.8101	696	0.6880	0.5766	0.6880	0.8294
0.3274	8.8354	698	0.6713	0.6086	0.6713	0.8193
0.3274	8.8608	700	0.6695	0.6559	0.6695	0.8182
0.3274	8.8861	702	0.7218	0.6174	0.7218	0.8496
0.3274	8.9114	704	0.7542	0.5991	0.7542	0.8684
0.3274	8.9367	706	0.7704	0.5852	0.7704	0.8777
0.3274	8.9620	708	0.7339	0.5730	0.7339	0.8567
0.3274	8.9873	710	0.6981	0.5971	0.6981	0.8355
0.3274	9.0127	712	0.6837	0.5778	0.6837	0.8269
0.3274	9.0380	714	0.6760	0.5971	0.6760	0.8222
0.3274	9.0633	716	0.6577	0.5971	0.6577	0.8110
0.3274	9.0886	718	0.6515	0.6095	0.6515	0.8072
0.3274	9.1139	720	0.6706	0.5971	0.6706	0.8189
0.3274	9.1392	722	0.7049	0.6001	0.7049	0.8396
0.3274	9.1646	724	0.7209	0.5730	0.7209	0.8490
0.3274	9.1899	726	0.6985	0.6180	0.6985	0.8358
0.3274	9.2152	728	0.6816	0.6353	0.6816	0.8256
0.3274	9.2405	730	0.6532	0.5810	0.6532	0.8082
0.3274	9.2658	732	0.6575	0.6212	0.6575	0.8109
0.3274	9.2911	734	0.6879	0.6464	0.6879	0.8294
0.3274	9.3165	736	0.6831	0.6041	0.6831	0.8265
0.3274	9.3418	738	0.6871	0.6918	0.6871	0.8289
0.3274	9.3671	740	0.7401	0.6758	0.7401	0.8603
0.3274	9.3924	742	0.8214	0.6111	0.8214	0.9063
0.3274	9.4177	744	0.8882	0.5826	0.8882	0.9424
0.3274	9.4430	746	0.8771	0.5509	0.8771	0.9365
0.3274	9.4684	748	0.7985	0.6174	0.7985	0.8936
0.3274	9.4937	750	0.7591	0.5756	0.7591	0.8713
0.3274	9.5190	752	0.7479	0.5450	0.7479	0.8648
0.3274	9.5443	754	0.7609	0.5131	0.7609	0.8723
0.3274	9.5696	756	0.7711	0.5131	0.7711	0.8781
0.3274	9.5949	758	0.7477	0.5163	0.7477	0.8647
0.3274	9.6203	760	0.7426	0.5744	0.7426	0.8618
0.3274	9.6456	762	0.7637	0.5662	0.7637	0.8739
0.3274	9.6709	764	0.7493	0.5905	0.7493	0.8656
0.3274	9.6962	766	0.7445	0.5498	0.7445	0.8628
0.3274	9.7215	768	0.7362	0.5265	0.7362	0.8580
0.3274	9.7468	770	0.7522	0.4817	0.7522	0.8673
0.3274	9.7722	772	0.7782	0.4817	0.7782	0.8822
0.3274	9.7975	774	0.8011	0.4711	0.8011	0.8950
0.3274	9.8228	776	0.7999	0.5124	0.7999	0.8944

Framework versions

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