ArabicNewSplits_FineTuningAraBERT_AugV5_k25_task2_organization_fold0

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: 0.8802
• Qwk: 0.3671
• Mse: 0.8802
• Rmse: 0.9382

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	0.025	2	3.6002	0.0205	3.6002	1.8974
No log	0.05	4	2.1222	0.0135	2.1222	1.4568
No log	0.075	6	1.1583	0.1230	1.1583	1.0763
No log	0.1	8	1.2281	0.1278	1.2281	1.1082
No log	0.125	10	1.1217	0.1394	1.1217	1.0591
No log	0.15	12	1.5331	0.0927	1.5331	1.2382
No log	0.175	14	1.8656	0.0805	1.8656	1.3659
No log	0.2	16	1.8060	0.0807	1.8060	1.3439
No log	0.225	18	1.4744	0.1667	1.4744	1.2143
No log	0.25	20	1.1516	0.1567	1.1516	1.0731
No log	0.275	22	0.9881	0.1567	0.9881	0.9941
No log	0.3	24	0.9804	0.1567	0.9804	0.9902
No log	0.325	26	0.9531	0.1567	0.9531	0.9763
No log	0.35	28	0.9696	0.1567	0.9696	0.9847
No log	0.375	30	1.0187	0.1567	1.0187	1.0093
No log	0.4	32	1.0540	0.1567	1.0540	1.0267
No log	0.425	34	1.1935	0.1567	1.1935	1.0925
No log	0.45	36	1.2270	0.1761	1.2270	1.1077
No log	0.475	38	1.0534	0.1567	1.0534	1.0264
No log	0.5	40	0.9165	0.1567	0.9165	0.9573
No log	0.525	42	0.9170	0.1421	0.9170	0.9576
No log	0.55	44	0.9327	0.1249	0.9327	0.9658
No log	0.575	46	0.9693	0.0399	0.9693	0.9845
No log	0.6	48	1.0276	0.1396	1.0276	1.0137
No log	0.625	50	1.1292	0.1239	1.1292	1.0626
No log	0.65	52	1.3183	0.0014	1.3183	1.1482
No log	0.675	54	1.1040	0.1666	1.1040	1.0507
No log	0.7	56	0.8119	0.1360	0.8119	0.9011
No log	0.725	58	0.7146	0.0585	0.7146	0.8453
No log	0.75	60	0.7401	0.1296	0.7401	0.8603
No log	0.775	62	0.8481	0.2005	0.8481	0.9209
No log	0.8	64	1.0026	0.1449	1.0026	1.0013
No log	0.825	66	1.1271	0.0883	1.1271	1.0617
No log	0.85	68	1.1024	0.1567	1.1024	1.0499
No log	0.875	70	1.0484	0.1567	1.0484	1.0239
No log	0.9	72	0.9402	0.1021	0.9402	0.9697
No log	0.925	74	0.8223	0.1623	0.8223	0.9068
No log	0.95	76	0.7419	-0.0111	0.7419	0.8614
No log	0.975	78	0.7488	0.1020	0.7488	0.8653
No log	1.0	80	0.8364	0.0660	0.8364	0.9146
No log	1.025	82	0.7795	0.1006	0.7795	0.8829
No log	1.05	84	0.7309	0.2381	0.7309	0.8549
No log	1.075	86	0.7696	0.2574	0.7696	0.8773
No log	1.1	88	0.8147	0.1665	0.8147	0.9026
No log	1.125	90	0.8320	0.2204	0.8320	0.9121
No log	1.15	92	0.7940	0.2113	0.7940	0.8911
No log	1.175	94	0.7466	0.1930	0.7466	0.8641
No log	1.2	96	0.7404	0.1472	0.7404	0.8604
No log	1.225	98	0.7394	0.1939	0.7394	0.8599
No log	1.25	100	0.7229	0.1965	0.7229	0.8502
No log	1.275	102	0.7205	0.1939	0.7205	0.8488
No log	1.3	104	0.7107	0.1814	0.7107	0.8430
No log	1.325	106	0.7605	0.2709	0.7605	0.8721
No log	1.35	108	0.8374	0.2684	0.8374	0.9151
No log	1.375	110	0.7891	0.2976	0.7891	0.8883
No log	1.4	112	0.6776	0.2211	0.6776	0.8232
No log	1.425	114	0.7498	0.1681	0.7498	0.8659
No log	1.45	116	0.8439	0.1208	0.8439	0.9186
No log	1.475	118	0.8384	0.1542	0.8384	0.9156
No log	1.5	120	0.7527	0.2180	0.7527	0.8676
No log	1.525	122	0.6835	0.2199	0.6835	0.8268
No log	1.55	124	0.6720	0.2833	0.6720	0.8198
No log	1.575	126	0.6667	0.2675	0.6667	0.8165
No log	1.6	128	0.6743	0.2174	0.6743	0.8212
No log	1.625	130	0.6966	0.3733	0.6966	0.8346
No log	1.65	132	0.7060	0.3868	0.7060	0.8402
No log	1.675	134	0.7438	0.3019	0.7438	0.8625
No log	1.7	136	0.7532	0.3019	0.7532	0.8679
No log	1.725	138	0.7196	0.3105	0.7196	0.8483
No log	1.75	140	0.6983	0.3625	0.6983	0.8357
No log	1.775	142	0.6861	0.4494	0.6861	0.8283
No log	1.8	144	0.6782	0.4627	0.6782	0.8235
No log	1.825	146	0.6625	0.3211	0.6625	0.8139
No log	1.85	148	0.6698	0.3190	0.6698	0.8184
No log	1.875	150	0.7391	0.2296	0.7391	0.8597
No log	1.9	152	0.7944	0.1962	0.7944	0.8913
No log	1.925	154	0.8551	0.1962	0.8551	0.9247
No log	1.95	156	0.8368	0.1012	0.8368	0.9148
No log	1.975	158	0.7951	0.1962	0.7951	0.8917
No log	2.0	160	0.7315	0.2869	0.7315	0.8553
No log	2.025	162	0.7112	0.3579	0.7112	0.8433
No log	2.05	164	0.7203	0.3475	0.7203	0.8487
No log	2.075	166	0.7419	0.1939	0.7419	0.8614
No log	2.1	168	0.7932	0.2225	0.7932	0.8906
No log	2.125	170	0.7866	0.2386	0.7866	0.8869
No log	2.15	172	0.7407	0.1803	0.7407	0.8606
No log	2.175	174	0.7438	0.1964	0.7438	0.8624
No log	2.2	176	0.7812	0.2349	0.7812	0.8839
No log	2.225	178	0.8083	0.2349	0.8083	0.8991
No log	2.25	180	0.8690	0.2702	0.8690	0.9322
No log	2.275	182	0.9058	0.2521	0.9058	0.9517
No log	2.3	184	0.8802	0.1674	0.8802	0.9382
No log	2.325	186	0.7967	0.3025	0.7967	0.8926
No log	2.35	188	0.7679	0.3384	0.7679	0.8763
No log	2.375	190	0.7772	0.3126	0.7772	0.8816
No log	2.4	192	0.7336	0.3235	0.7336	0.8565
No log	2.425	194	0.7237	0.3475	0.7237	0.8507
No log	2.45	196	0.7755	0.2494	0.7755	0.8806
No log	2.475	198	0.8438	0.2644	0.8438	0.9186
No log	2.5	200	0.8662	0.2644	0.8662	0.9307
No log	2.525	202	0.7844	0.2906	0.7844	0.8857
No log	2.55	204	0.6931	0.3774	0.6931	0.8325
No log	2.575	206	0.6762	0.4659	0.6762	0.8223
No log	2.6	208	0.6738	0.3774	0.6738	0.8208
No log	2.625	210	0.7071	0.3577	0.7071	0.8409
No log	2.65	212	0.7742	0.2847	0.7742	0.8799
No log	2.675	214	0.7663	0.2847	0.7663	0.8754
No log	2.7	216	0.7304	0.2847	0.7304	0.8547
No log	2.725	218	0.7073	0.3218	0.7073	0.8410
No log	2.75	220	0.7129	0.3742	0.7129	0.8443
No log	2.775	222	0.7448	0.3255	0.7448	0.8630
No log	2.8	224	0.7928	0.2730	0.7928	0.8904
No log	2.825	226	0.8502	0.3383	0.8502	0.9221
No log	2.85	228	0.8548	0.2895	0.8548	0.9246
No log	2.875	230	0.8011	0.2730	0.8011	0.8950
No log	2.9	232	0.7261	0.3062	0.7261	0.8521
No log	2.925	234	0.7135	0.3062	0.7135	0.8447
No log	2.95	236	0.6826	0.3008	0.6826	0.8262
No log	2.975	238	0.7128	0.2296	0.7128	0.8443
No log	3.0	240	0.7340	0.2374	0.7340	0.8567
No log	3.025	242	0.7690	0.1528	0.7690	0.8769
No log	3.05	244	0.7583	0.1528	0.7583	0.8708
No log	3.075	246	0.7232	0.2387	0.7232	0.8504
No log	3.1	248	0.6705	0.3849	0.6705	0.8188
No log	3.125	250	0.6950	0.3295	0.6950	0.8337
No log	3.15	252	0.7647	0.3075	0.7647	0.8744
No log	3.175	254	0.8593	0.2562	0.8593	0.9270
No log	3.2	256	0.8618	0.2562	0.8618	0.9283
No log	3.225	258	0.7759	0.2445	0.7759	0.8809
No log	3.25	260	0.7582	0.2858	0.7582	0.8708
No log	3.275	262	0.7369	0.2261	0.7369	0.8584
No log	3.3	264	0.7666	0.2697	0.7666	0.8755
No log	3.325	266	0.8324	0.2730	0.8324	0.9124
No log	3.35	268	0.9202	0.2356	0.9202	0.9593
No log	3.375	270	0.9758	0.1969	0.9758	0.9878
No log	3.4	272	0.9579	0.2665	0.9579	0.9787
No log	3.425	274	0.9196	0.3112	0.9196	0.9590
No log	3.45	276	0.8336	0.3253	0.8336	0.9130
No log	3.475	278	0.7708	0.2842	0.7708	0.8780
No log	3.5	280	0.7962	0.3531	0.7962	0.8923
No log	3.525	282	0.8445	0.3430	0.8445	0.9190
No log	3.55	284	0.8860	0.2944	0.8860	0.9413
No log	3.575	286	0.9752	0.2998	0.9752	0.9875
No log	3.6	288	0.9681	0.3040	0.9681	0.9839
No log	3.625	290	0.8973	0.3036	0.8973	0.9473
No log	3.65	292	0.8353	0.3253	0.8353	0.9139
No log	3.675	294	0.8237	0.2582	0.8237	0.9076
No log	3.7	296	0.8634	0.3285	0.8634	0.9292
No log	3.725	298	0.9428	0.2668	0.9428	0.9710
No log	3.75	300	0.9235	0.1851	0.9235	0.9610
No log	3.775	302	0.8087	0.2593	0.8087	0.8993
No log	3.8	304	0.7404	0.2685	0.7404	0.8605
No log	3.825	306	0.7157	0.2847	0.7157	0.8460
No log	3.85	308	0.7051	0.2697	0.7051	0.8397
No log	3.875	310	0.7174	0.2697	0.7174	0.8470
No log	3.9	312	0.6822	0.3030	0.6822	0.8260
No log	3.925	314	0.6807	0.2869	0.6807	0.8250
No log	3.95	316	0.7202	0.2536	0.7202	0.8487
No log	3.975	318	0.8121	0.1888	0.8121	0.9012
No log	4.0	320	0.9122	0.2211	0.9122	0.9551
No log	4.025	322	0.9538	0.2211	0.9538	0.9767
No log	4.05	324	0.9580	0.2211	0.9580	0.9788
No log	4.075	326	0.8330	0.1888	0.8330	0.9127
No log	4.1	328	0.7143	0.2939	0.7143	0.8452
No log	4.125	330	0.6898	0.3559	0.6898	0.8305
No log	4.15	332	0.7058	0.2547	0.7058	0.8401
No log	4.175	334	0.7332	0.1808	0.7332	0.8563
No log	4.2	336	0.7087	0.1975	0.7087	0.8418
No log	4.225	338	0.7040	0.1975	0.7040	0.8390
No log	4.25	340	0.7222	0.1901	0.7222	0.8498
No log	4.275	342	0.8081	0.2857	0.8081	0.8990
No log	4.3	344	0.9695	0.2668	0.9695	0.9846
No log	4.325	346	1.0148	0.3062	1.0148	1.0074
No log	4.35	348	1.0184	0.2722	1.0184	1.0091
No log	4.375	350	0.8931	0.2722	0.8931	0.9450
No log	4.4	352	0.7528	0.2436	0.7528	0.8676
No log	4.425	354	0.6923	0.2524	0.6923	0.8321
No log	4.45	356	0.6871	0.2524	0.6871	0.8289
No log	4.475	358	0.7386	0.2436	0.7386	0.8594
No log	4.5	360	0.8110	0.2353	0.8110	0.9006
No log	4.525	362	0.8729	0.2423	0.8729	0.9343
No log	4.55	364	0.8471	0.2279	0.8471	0.9204
No log	4.575	366	0.7642	0.2436	0.7642	0.8742
No log	4.6	368	0.7266	0.2524	0.7266	0.8524
No log	4.625	370	0.7646	0.2593	0.7646	0.8744
No log	4.65	372	0.7949	0.2436	0.7949	0.8916
No log	4.675	374	0.7766	0.3255	0.7766	0.8812
No log	4.7	376	0.8087	0.2730	0.8087	0.8993
No log	4.725	378	0.8535	0.1918	0.8535	0.9239
No log	4.75	380	0.8146	0.2593	0.8146	0.9025
No log	4.775	382	0.8129	0.2593	0.8129	0.9016
No log	4.8	384	0.8136	0.2593	0.8136	0.9020
No log	4.825	386	0.7740	0.3255	0.7740	0.8798
No log	4.85	388	0.7677	0.3255	0.7677	0.8762
No log	4.875	390	0.7568	0.3255	0.7568	0.8699
No log	4.9	392	0.7470	0.3255	0.7470	0.8643
No log	4.925	394	0.7341	0.3585	0.7341	0.8568
No log	4.95	396	0.7506	0.3113	0.7506	0.8663
No log	4.975	398	0.8201	0.3421	0.8201	0.9056
No log	5.0	400	0.8936	0.3362	0.8936	0.9453
No log	5.025	402	0.8826	0.3362	0.8826	0.9394
No log	5.05	404	0.8206	0.3457	0.8206	0.9059
No log	5.075	406	0.8064	0.3457	0.8064	0.8980
No log	5.1	408	0.8809	0.3492	0.8809	0.9386
No log	5.125	410	0.9504	0.3433	0.9504	0.9749
No log	5.15	412	0.9680	0.3699	0.9680	0.9839
No log	5.175	414	0.9467	0.3699	0.9467	0.9730
No log	5.2	416	0.8739	0.3525	0.8739	0.9348
No log	5.225	418	0.8055	0.3621	0.8055	0.8975
No log	5.25	420	0.8454	0.3651	0.8454	0.9195
No log	5.275	422	0.9192	0.3699	0.9192	0.9587
No log	5.3	424	0.9057	0.3433	0.9057	0.9517
No log	5.325	426	0.8893	0.3433	0.8893	0.9430
No log	5.35	428	0.8584	0.3433	0.8584	0.9265
No log	5.375	430	0.9057	0.3433	0.9057	0.9517
No log	5.4	432	0.9267	0.3671	0.9267	0.9627
No log	5.425	434	0.9892	0.3268	0.9892	0.9946
No log	5.45	436	1.0393	0.2848	1.0393	1.0195
No log	5.475	438	0.9981	0.3303	0.9981	0.9991
No log	5.5	440	0.8885	0.3362	0.8885	0.9426
No log	5.525	442	0.8213	0.3153	0.8213	0.9063
No log	5.55	444	0.8189	0.3104	0.8189	0.9049
No log	5.575	446	0.8091	0.3052	0.8091	0.8995
No log	5.6	448	0.7965	0.3052	0.7965	0.8925
No log	5.625	450	0.7451	0.3208	0.7451	0.8632
No log	5.65	452	0.7079	0.3208	0.7079	0.8413
No log	5.675	454	0.6726	0.3364	0.6726	0.8201
No log	5.7	456	0.6754	0.3709	0.6754	0.8218
No log	5.725	458	0.7233	0.3585	0.7233	0.8505
No log	5.75	460	0.8099	0.3492	0.8099	0.8999
No log	5.775	462	0.8912	0.3492	0.8912	0.9441
No log	5.8	464	1.0074	0.3418	1.0074	1.0037
No log	5.825	466	1.0607	0.3154	1.0607	1.0299
No log	5.85	468	1.0059	0.3268	1.0059	1.0030
No log	5.875	470	0.9289	0.3794	0.9289	0.9638
No log	5.9	472	0.9002	0.3769	0.9002	0.9488
No log	5.925	474	0.8529	0.3383	0.8529	0.9235
No log	5.95	476	0.8019	0.3065	0.8019	0.8955
No log	5.975	478	0.8239	0.3065	0.8239	0.9077
No log	6.0	480	0.8669	0.3065	0.8669	0.9311
No log	6.025	482	0.8974	0.2922	0.8974	0.9473
No log	6.05	484	0.9358	0.3325	0.9358	0.9674
No log	6.075	486	0.9580	0.3192	0.9580	0.9788
No log	6.1	488	0.9194	0.2833	0.9194	0.9589
No log	6.125	490	0.8567	0.2582	0.8567	0.9256
No log	6.15	492	0.7858	0.3255	0.7858	0.8864
No log	6.175	494	0.7149	0.3585	0.7149	0.8455
No log	6.2	496	0.6724	0.2847	0.6724	0.8200
No log	6.225	498	0.6732	0.3208	0.6732	0.8205
0.2963	6.25	500	0.7035	0.3549	0.7035	0.8388
0.2963	6.275	502	0.7724	0.3585	0.7724	0.8789
0.2963	6.3	504	0.8729	0.3243	0.8729	0.9343
0.2963	6.325	506	0.9201	0.3548	0.9201	0.9592
0.2963	6.35	508	0.9051	0.3243	0.9051	0.9514
0.2963	6.375	510	0.8420	0.2922	0.8420	0.9176
0.2963	6.4	512	0.7735	0.3549	0.7735	0.8795
0.2963	6.425	514	0.7433	0.3208	0.7433	0.8622
0.2963	6.45	516	0.7478	0.3549	0.7478	0.8648
0.2963	6.475	518	0.8013	0.2868	0.8013	0.8952
0.2963	6.5	520	0.8244	0.2922	0.8244	0.9079
0.2963	6.525	522	0.8165	0.2922	0.8165	0.9036
0.2963	6.55	524	0.8587	0.2922	0.8587	0.9267
0.2963	6.575	526	0.8795	0.2922	0.8795	0.9378
0.2963	6.6	528	0.8685	0.2922	0.8685	0.9319
0.2963	6.625	530	0.8057	0.2868	0.8057	0.8976
0.2963	6.65	532	0.7681	0.3052	0.7681	0.8764
0.2963	6.675	534	0.7324	0.3364	0.7324	0.8558
0.2963	6.7	536	0.7264	0.3364	0.7264	0.8523
0.2963	6.725	538	0.7438	0.3364	0.7438	0.8624
0.2963	6.75	540	0.7717	0.3052	0.7717	0.8785
0.2963	6.775	542	0.7990	0.3397	0.7990	0.8939
0.2963	6.8	544	0.8159	0.2868	0.8159	0.9033
0.2963	6.825	546	0.8142	0.2868	0.8142	0.9023
0.2963	6.85	548	0.8102	0.3397	0.8102	0.9001
0.2963	6.875	550	0.8147	0.2868	0.8147	0.9026
0.2963	6.9	552	0.8345	0.2922	0.8345	0.9135
0.2963	6.925	554	0.8478	0.3022	0.8478	0.9207
0.2963	6.95	556	0.8706	0.3325	0.8706	0.9330
0.2963	6.975	558	0.8532	0.3362	0.8532	0.9237
0.2963	7.0	560	0.8518	0.3398	0.8518	0.9229
0.2963	7.025	562	0.8477	0.3398	0.8477	0.9207
0.2963	7.05	564	0.8561	0.3433	0.8561	0.9252
0.2963	7.075	566	0.8765	0.3496	0.8765	0.9362
0.2963	7.1	568	0.9081	0.3496	0.9081	0.9530
0.2963	7.125	570	0.8918	0.3496	0.8918	0.9444
0.2963	7.15	572	0.8837	0.3699	0.8837	0.9400
0.2963	7.175	574	0.8508	0.3671	0.8508	0.9224
0.2963	7.2	576	0.8185	0.3022	0.8185	0.9047
0.2963	7.225	578	0.7698	0.3397	0.7698	0.8774
0.2963	7.25	580	0.7694	0.3549	0.7694	0.8771
0.2963	7.275	582	0.7720	0.3549	0.7720	0.8786
0.2963	7.3	584	0.7927	0.3477	0.7927	0.8903
0.2963	7.325	586	0.8301	0.3022	0.8301	0.9111
0.2963	7.35	588	0.8733	0.3398	0.8733	0.9345
0.2963	7.375	590	0.9113	0.3496	0.9113	0.9546
0.2963	7.4	592	0.8873	0.3699	0.8873	0.9419
0.2963	7.425	594	0.8245	0.3022	0.8245	0.9080
0.2963	7.45	596	0.7749	0.3438	0.7749	0.8803
0.2963	7.475	598	0.7609	0.3397	0.7609	0.8723
0.2963	7.5	600	0.7560	0.3397	0.7560	0.8695
0.2963	7.525	602	0.7333	0.3052	0.7333	0.8563
0.2963	7.55	604	0.7339	0.3052	0.7339	0.8567
0.2963	7.575	606	0.7579	0.3052	0.7579	0.8706
0.2963	7.6	608	0.7840	0.3397	0.7840	0.8855
0.2963	7.625	610	0.8005	0.3397	0.8005	0.8947
0.2963	7.65	612	0.7874	0.3397	0.7874	0.8873
0.2963	7.675	614	0.7796	0.3397	0.7796	0.8830
0.2963	7.7	616	0.7732	0.3052	0.7732	0.8793
0.2963	7.725	618	0.7459	0.3052	0.7459	0.8637
0.2963	7.75	620	0.7273	0.3052	0.7273	0.8528
0.2963	7.775	622	0.7292	0.3052	0.7292	0.8539
0.2963	7.8	624	0.7391	0.3052	0.7391	0.8597
0.2963	7.825	626	0.7541	0.3052	0.7541	0.8684
0.2963	7.85	628	0.7966	0.3438	0.7966	0.8925
0.2963	7.875	630	0.8320	0.2973	0.8320	0.9122
0.2963	7.9	632	0.8850	0.3112	0.8850	0.9408
0.2963	7.925	634	0.9042	0.3433	0.9042	0.9509
0.2963	7.95	636	0.9052	0.3433	0.9052	0.9514
0.2963	7.975	638	0.8847	0.3643	0.8847	0.9406
0.2963	8.0	640	0.8660	0.3643	0.8660	0.9306
0.2963	8.025	642	0.8585	0.3643	0.8585	0.9266
0.2963	8.05	644	0.8414	0.3643	0.8414	0.9173
0.2963	8.075	646	0.8435	0.3643	0.8435	0.9184
0.2963	8.1	648	0.8387	0.3643	0.8387	0.9158
0.2963	8.125	650	0.8132	0.3022	0.8132	0.9018
0.2963	8.15	652	0.7788	0.2922	0.7788	0.8825
0.2963	8.175	654	0.7471	0.3438	0.7471	0.8644
0.2963	8.2	656	0.7369	0.3700	0.7369	0.8584
0.2963	8.225	658	0.7438	0.3700	0.7438	0.8624
0.2963	8.25	660	0.7501	0.2922	0.7501	0.8661
0.2963	8.275	662	0.7613	0.2973	0.7613	0.8725
0.2963	8.3	664	0.7677	0.2973	0.7677	0.8762
0.2963	8.325	666	0.7842	0.3022	0.7842	0.8856
0.2963	8.35	668	0.8078	0.3613	0.8078	0.8988
0.2963	8.375	670	0.8359	0.3613	0.8359	0.9143
0.2963	8.4	672	0.8566	0.3613	0.8566	0.9255
0.2963	8.425	674	0.8604	0.3643	0.8604	0.9276
0.2963	8.45	676	0.8572	0.3643	0.8572	0.9259
0.2963	8.475	678	0.8701	0.3643	0.8701	0.9328
0.2963	8.5	680	0.8896	0.3750	0.8896	0.9432
0.2963	8.525	682	0.9030	0.3555	0.9030	0.9503
0.2963	8.55	684	0.9068	0.3555	0.9068	0.9522
0.2963	8.575	686	0.8927	0.3555	0.8927	0.9448
0.2963	8.6	688	0.8779	0.3699	0.8779	0.9369
0.2963	8.625	690	0.8585	0.3671	0.8585	0.9266
0.2963	8.65	692	0.8340	0.3613	0.8340	0.9132
0.2963	8.675	694	0.8109	0.3742	0.8109	0.9005
0.2963	8.7	696	0.8009	0.3742	0.8009	0.8949
0.2963	8.725	698	0.7988	0.3457	0.7988	0.8938
0.2963	8.75	700	0.7996	0.3457	0.7996	0.8942
0.2963	8.775	702	0.8078	0.3742	0.8078	0.8988
0.2963	8.8	704	0.8207	0.3742	0.8207	0.9059
0.2963	8.825	706	0.8422	0.3643	0.8422	0.9177
0.2963	8.85	708	0.8518	0.3643	0.8518	0.9229
0.2963	8.875	710	0.8613	0.3671	0.8613	0.9281
0.2963	8.9	712	0.8539	0.3671	0.8539	0.9240
0.2963	8.925	714	0.8478	0.3671	0.8478	0.9207
0.2963	8.95	716	0.8529	0.3671	0.8529	0.9235
0.2963	8.975	718	0.8481	0.3643	0.8481	0.9209
0.2963	9.0	720	0.8415	0.3643	0.8415	0.9174
0.2963	9.025	722	0.8356	0.3643	0.8356	0.9141
0.2963	9.05	724	0.8284	0.3613	0.8284	0.9101
0.2963	9.075	726	0.8218	0.3581	0.8218	0.9065
0.2963	9.1	728	0.8171	0.3714	0.8171	0.9040
0.2963	9.125	730	0.8243	0.3581	0.8243	0.9079
0.2963	9.15	732	0.8420	0.3643	0.8420	0.9176
0.2963	9.175	734	0.8670	0.3671	0.8670	0.9311
0.2963	9.2	736	0.8772	0.3671	0.8772	0.9366
0.2963	9.225	738	0.8818	0.3671	0.8818	0.9390
0.2963	9.25	740	0.8847	0.3671	0.8847	0.9406
0.2963	9.275	742	0.8849	0.3671	0.8849	0.9407
0.2963	9.3	744	0.8888	0.3671	0.8888	0.9428
0.2963	9.325	746	0.8880	0.3671	0.8880	0.9423
0.2963	9.35	748	0.8843	0.3671	0.8843	0.9404
0.2963	9.375	750	0.8846	0.3671	0.8846	0.9405
0.2963	9.4	752	0.8898	0.3671	0.8898	0.9433
0.2963	9.425	754	0.8938	0.3699	0.8938	0.9454
0.2963	9.45	756	0.8959	0.3699	0.8959	0.9465
0.2963	9.475	758	0.8976	0.3699	0.8976	0.9474
0.2963	9.5	760	0.8935	0.3699	0.8935	0.9452
0.2963	9.525	762	0.8890	0.3699	0.8890	0.9429
0.2963	9.55	764	0.8858	0.3699	0.8858	0.9412
0.2963	9.575	766	0.8816	0.3671	0.8816	0.9389
0.2963	9.6	768	0.8824	0.3671	0.8824	0.9394
0.2963	9.625	770	0.8812	0.3671	0.8812	0.9387
0.2963	9.65	772	0.8780	0.3671	0.8780	0.9370
0.2963	9.675	774	0.8784	0.3671	0.8784	0.9372
0.2963	9.7	776	0.8769	0.3671	0.8769	0.9364
0.2963	9.725	778	0.8745	0.3671	0.8745	0.9351
0.2963	9.75	780	0.8731	0.3671	0.8731	0.9344
0.2963	9.775	782	0.8736	0.3671	0.8736	0.9347
0.2963	9.8	784	0.8738	0.3671	0.8738	0.9348
0.2963	9.825	786	0.8730	0.3671	0.8730	0.9344
0.2963	9.85	788	0.8745	0.3671	0.8745	0.9352
0.2963	9.875	790	0.8772	0.3671	0.8772	0.9366
0.2963	9.9	792	0.8789	0.3671	0.8789	0.9375
0.2963	9.925	794	0.8790	0.3671	0.8790	0.9376
0.2963	9.95	796	0.8794	0.3671	0.8794	0.9378
0.2963	9.975	798	0.8799	0.3671	0.8799	0.9380
0.2963	10.0	800	0.8802	0.3671	0.8802	0.9382

Framework versions

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