ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_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: 0.7419
• Qwk: 0.2325
• Mse: 0.7419
• Rmse: 0.8614

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	0.0526	2	4.3290	-0.0170	4.3290	2.0806
No log	0.1053	4	2.3938	0.0319	2.3938	1.5472
No log	0.1579	6	1.6142	-0.0463	1.6142	1.2705
No log	0.2105	8	1.6425	-0.0693	1.6425	1.2816
No log	0.2632	10	1.0346	-0.0743	1.0346	1.0171
No log	0.3158	12	0.9447	0.0513	0.9447	0.9720
No log	0.3684	14	0.8653	0.0516	0.8653	0.9302
No log	0.4211	16	0.8481	0.2167	0.8481	0.9209
No log	0.4737	18	0.8728	0.2350	0.8728	0.9342
No log	0.5263	20	0.8984	0.1029	0.8984	0.9478
No log	0.5789	22	1.0257	-0.0296	1.0257	1.0128
No log	0.6316	24	1.1341	-0.0167	1.1341	1.0649
No log	0.6842	26	1.2052	0.0257	1.2052	1.0978
No log	0.7368	28	1.1244	-0.0132	1.1244	1.0604
No log	0.7895	30	0.9494	0.1142	0.9494	0.9744
No log	0.8421	32	0.8445	0.2031	0.8445	0.9190
No log	0.8947	34	0.8077	0.2605	0.8077	0.8987
No log	0.9474	36	0.9128	0.1214	0.9128	0.9554
No log	1.0	38	0.9109	0.1382	0.9109	0.9544
No log	1.0526	40	0.7407	0.3326	0.7407	0.8606
No log	1.1053	42	0.7803	0.1609	0.7803	0.8833
No log	1.1579	44	0.8300	0.0640	0.8300	0.9111
No log	1.2105	46	0.8058	0.0780	0.8058	0.8977
No log	1.2632	48	0.7586	0.1951	0.7586	0.8710
No log	1.3158	50	0.7962	0.2932	0.7962	0.8923
No log	1.3684	52	0.9336	0.0737	0.9336	0.9662
No log	1.4211	54	0.9883	0.0189	0.9883	0.9941
No log	1.4737	56	1.0710	0.0252	1.0710	1.0349
No log	1.5263	58	1.0519	0.0305	1.0519	1.0256
No log	1.5789	60	1.0061	0.0025	1.0061	1.0031
No log	1.6316	62	0.9901	0.0517	0.9901	0.9951
No log	1.6842	64	0.9402	0.0677	0.9402	0.9696
No log	1.7368	66	0.9747	0.0794	0.9747	0.9873
No log	1.7895	68	1.0522	0.0574	1.0522	1.0258
No log	1.8421	70	1.2044	-0.0226	1.2044	1.0974
No log	1.8947	72	1.1061	0.0574	1.1061	1.0517
No log	1.9474	74	1.0949	0.0408	1.0949	1.0464
No log	2.0	76	0.9773	0.0456	0.9773	0.9886
No log	2.0526	78	0.8237	0.1179	0.8237	0.9076
No log	2.1053	80	0.8475	0.0969	0.8475	0.9206
No log	2.1579	82	0.8554	0.1440	0.8554	0.9249
No log	2.2105	84	0.7386	0.2457	0.7386	0.8594
No log	2.2632	86	0.7685	0.3188	0.7685	0.8767
No log	2.3158	88	0.8076	0.2908	0.8076	0.8987
No log	2.3684	90	0.7824	0.2722	0.7824	0.8845
No log	2.4211	92	0.8068	0.1539	0.8068	0.8982
No log	2.4737	94	0.9192	0.0312	0.9192	0.9587
No log	2.5263	96	0.8956	0.0487	0.8956	0.9464
No log	2.5789	98	0.8748	0.1730	0.8748	0.9353
No log	2.6316	100	0.9824	0.1812	0.9824	0.9912
No log	2.6842	102	0.8928	0.1473	0.8928	0.9449
No log	2.7368	104	0.8494	0.2200	0.8494	0.9216
No log	2.7895	106	0.8293	0.2086	0.8293	0.9107
No log	2.8421	108	0.8405	0.2150	0.8405	0.9168
No log	2.8947	110	0.9291	0.2405	0.9291	0.9639
No log	2.9474	112	0.8702	0.2832	0.8702	0.9328
No log	3.0	114	0.8188	0.2025	0.8188	0.9049
No log	3.0526	116	0.8301	0.2387	0.8301	0.9111
No log	3.1053	118	0.8241	0.2054	0.8241	0.9078
No log	3.1579	120	0.8717	0.2739	0.8717	0.9337
No log	3.2105	122	1.0917	0.2602	1.0917	1.0449
No log	3.2632	124	1.0470	0.2914	1.0470	1.0232
No log	3.3158	126	0.8330	0.2005	0.8330	0.9127
No log	3.3684	128	0.8293	0.3437	0.8293	0.9106
No log	3.4211	130	0.8897	0.2758	0.8897	0.9432
No log	3.4737	132	0.8331	0.3244	0.8331	0.9128
No log	3.5263	134	0.8260	0.2471	0.8260	0.9089
No log	3.5789	136	0.8233	0.2879	0.8233	0.9074
No log	3.6316	138	0.7820	0.2784	0.7820	0.8843
No log	3.6842	140	0.7753	0.2327	0.7753	0.8805
No log	3.7368	142	0.8707	0.2183	0.8707	0.9331
No log	3.7895	144	1.0929	0.2006	1.0929	1.0454
No log	3.8421	146	1.0042	0.1982	1.0042	1.0021
No log	3.8947	148	0.7785	0.3058	0.7785	0.8823
No log	3.9474	150	0.8398	0.2798	0.8398	0.9164
No log	4.0	152	0.8053	0.3059	0.8053	0.8974
No log	4.0526	154	0.8229	0.2624	0.8229	0.9071
No log	4.1053	156	0.8300	0.2443	0.8300	0.9110
No log	4.1579	158	0.8027	0.2338	0.8027	0.8959
No log	4.2105	160	0.7971	0.2476	0.7971	0.8928
No log	4.2632	162	0.7986	0.1931	0.7986	0.8936
No log	4.3158	164	0.7960	0.1956	0.7960	0.8922
No log	4.3684	166	0.8389	0.2187	0.8389	0.9159
No log	4.4211	168	1.0244	0.2493	1.0244	1.0121
No log	4.4737	170	1.1085	0.2057	1.1085	1.0529
No log	4.5263	172	0.8836	0.2438	0.8836	0.9400
No log	4.5789	174	0.9443	0.2691	0.9443	0.9717
No log	4.6316	176	0.9785	0.2771	0.9785	0.9892
No log	4.6842	178	0.8427	0.3286	0.8427	0.9180
No log	4.7368	180	0.9230	0.2951	0.9230	0.9607
No log	4.7895	182	0.9003	0.2978	0.9003	0.9488
No log	4.8421	184	0.7964	0.2621	0.7964	0.8924
No log	4.8947	186	0.8320	0.3195	0.8320	0.9121
No log	4.9474	188	0.7717	0.2432	0.7717	0.8785
No log	5.0	190	0.8273	0.2799	0.8273	0.9095
No log	5.0526	192	0.9217	0.2560	0.9217	0.9600
No log	5.1053	194	0.8102	0.3038	0.8102	0.9001
No log	5.1579	196	0.7797	0.2553	0.7797	0.8830
No log	5.2105	198	0.7619	0.2341	0.7619	0.8729
No log	5.2632	200	0.8193	0.2944	0.8193	0.9051
No log	5.3158	202	0.7904	0.248	0.7904	0.8891
No log	5.3684	204	0.8345	0.2518	0.8345	0.9135
No log	5.4211	206	0.8355	0.2236	0.8355	0.9141
No log	5.4737	208	0.7776	0.2375	0.7776	0.8818
No log	5.5263	210	0.7657	0.2537	0.7657	0.8750
No log	5.5789	212	0.7747	0.2412	0.7747	0.8802
No log	5.6316	214	0.8304	0.2993	0.8304	0.9113
No log	5.6842	216	0.8802	0.2706	0.8802	0.9382
No log	5.7368	218	0.8243	0.2924	0.8243	0.9079
No log	5.7895	220	0.7652	0.2775	0.7652	0.8747
No log	5.8421	222	0.7831	0.3037	0.7831	0.8849
No log	5.8947	224	0.8204	0.2815	0.8204	0.9058
No log	5.9474	226	0.8103	0.2485	0.8103	0.9002
No log	6.0	228	0.7690	0.2671	0.7690	0.8769
No log	6.0526	230	0.7747	0.2704	0.7747	0.8802
No log	6.1053	232	0.7828	0.2779	0.7828	0.8847
No log	6.1579	234	0.8251	0.2419	0.8251	0.9083
No log	6.2105	236	0.8539	0.1734	0.8539	0.9241
No log	6.2632	238	0.7885	0.2257	0.7885	0.8880
No log	6.3158	240	0.7907	0.3163	0.7907	0.8892
No log	6.3684	242	0.8048	0.2912	0.8048	0.8971
No log	6.4211	244	0.7928	0.1914	0.7928	0.8904
No log	6.4737	246	0.8590	0.1988	0.8590	0.9268
No log	6.5263	248	0.8875	0.1906	0.8875	0.9421
No log	6.5789	250	0.8532	0.1022	0.8532	0.9237
No log	6.6316	252	0.8257	0.1583	0.8257	0.9087
No log	6.6842	254	0.8498	0.2427	0.8498	0.9218
No log	6.7368	256	0.8303	0.2596	0.8303	0.9112
No log	6.7895	258	0.8103	0.1949	0.8103	0.9002
No log	6.8421	260	0.8937	0.1764	0.8937	0.9453
No log	6.8947	262	0.9351	0.2215	0.9351	0.9670
No log	6.9474	264	0.8463	0.1448	0.8463	0.9200
No log	7.0	266	0.7990	0.2273	0.7990	0.8939
No log	7.0526	268	0.8469	0.2707	0.8469	0.9203
No log	7.1053	270	0.8100	0.2570	0.8100	0.9000
No log	7.1579	272	0.7851	0.1931	0.7851	0.8861
No log	7.2105	274	0.7974	0.1989	0.7974	0.8930
No log	7.2632	276	0.8016	0.2315	0.8016	0.8953
No log	7.3158	278	0.8159	0.3303	0.8159	0.9033
No log	7.3684	280	0.8410	0.3351	0.8410	0.9171
No log	7.4211	282	0.8197	0.3021	0.8197	0.9054
No log	7.4737	284	0.8032	0.3224	0.8032	0.8962
No log	7.5263	286	0.7979	0.3184	0.7979	0.8933
No log	7.5789	288	0.8174	0.3172	0.8174	0.9041
No log	7.6316	290	0.9032	0.2975	0.9032	0.9504
No log	7.6842	292	0.8820	0.2270	0.8820	0.9391
No log	7.7368	294	0.8199	0.2361	0.8199	0.9055
No log	7.7895	296	0.8006	0.2908	0.8006	0.8948
No log	7.8421	298	0.8058	0.3272	0.8058	0.8976
No log	7.8947	300	0.8817	0.2569	0.8817	0.9390
No log	7.9474	302	0.8750	0.3254	0.8750	0.9354
No log	8.0	304	0.8177	0.3329	0.8177	0.9043
No log	8.0526	306	0.7899	0.2370	0.7899	0.8888
No log	8.1053	308	0.8211	0.2677	0.8211	0.9062
No log	8.1579	310	0.8094	0.2843	0.8094	0.8997
No log	8.2105	312	0.7624	0.1978	0.7624	0.8731
No log	8.2632	314	0.7652	0.2412	0.7652	0.8748
No log	8.3158	316	0.7575	0.2216	0.7575	0.8704
No log	8.3684	318	0.7639	0.1863	0.7639	0.8740
No log	8.4211	320	0.7675	0.2040	0.7675	0.8761
No log	8.4737	322	0.7801	0.2335	0.7801	0.8833
No log	8.5263	324	0.7955	0.2946	0.7955	0.8919
No log	8.5789	326	0.8128	0.3140	0.8128	0.9016
No log	8.6316	328	0.7789	0.2542	0.7789	0.8826
No log	8.6842	330	0.8954	0.2950	0.8954	0.9463
No log	8.7368	332	0.9910	0.3511	0.9910	0.9955
No log	8.7895	334	0.9014	0.2950	0.9014	0.9494
No log	8.8421	336	0.7906	0.1840	0.7906	0.8892
No log	8.8947	338	0.7916	0.2633	0.7916	0.8897
No log	8.9474	340	0.7770	0.2865	0.7770	0.8815
No log	9.0	342	0.7772	0.1633	0.7772	0.8816
No log	9.0526	344	0.8094	0.1951	0.8094	0.8997
No log	9.1053	346	0.7800	0.2019	0.7800	0.8832
No log	9.1579	348	0.7475	0.2610	0.7475	0.8646
No log	9.2105	350	0.7490	0.3424	0.7490	0.8654
No log	9.2632	352	0.7388	0.2664	0.7388	0.8595
No log	9.3158	354	0.7352	0.2682	0.7352	0.8574
No log	9.3684	356	0.7340	0.3251	0.7340	0.8568
No log	9.4211	358	0.7307	0.3317	0.7307	0.8548
No log	9.4737	360	0.7533	0.3369	0.7533	0.8679
No log	9.5263	362	0.7366	0.3256	0.7366	0.8583
No log	9.5789	364	0.7274	0.2893	0.7274	0.8529
No log	9.6316	366	0.7698	0.2867	0.7698	0.8774
No log	9.6842	368	0.7722	0.3027	0.7722	0.8787
No log	9.7368	370	0.7201	0.2794	0.7201	0.8486
No log	9.7895	372	0.7333	0.3420	0.7333	0.8564
No log	9.8421	374	0.7369	0.3286	0.7369	0.8584
No log	9.8947	376	0.7191	0.3307	0.7191	0.8480
No log	9.9474	378	0.7187	0.3729	0.7187	0.8477
No log	10.0	380	0.7345	0.3444	0.7345	0.8570
No log	10.0526	382	0.7799	0.3404	0.7799	0.8831
No log	10.1053	384	0.7565	0.3291	0.7565	0.8698
No log	10.1579	386	0.7285	0.3282	0.7285	0.8535
No log	10.2105	388	0.7088	0.4034	0.7088	0.8419
No log	10.2632	390	0.7168	0.2932	0.7168	0.8467
No log	10.3158	392	0.7132	0.3281	0.7132	0.8445
No log	10.3684	394	0.7047	0.3237	0.7047	0.8395
No log	10.4211	396	0.7117	0.3287	0.7117	0.8436
No log	10.4737	398	0.7281	0.2821	0.7281	0.8533
No log	10.5263	400	0.7951	0.3057	0.7951	0.8917
No log	10.5789	402	0.8302	0.2156	0.8302	0.9112
No log	10.6316	404	0.7803	0.2104	0.7803	0.8834
No log	10.6842	406	0.7417	0.2310	0.7417	0.8612
No log	10.7368	408	0.7301	0.2864	0.7301	0.8545
No log	10.7895	410	0.7421	0.3304	0.7421	0.8614
No log	10.8421	412	0.7822	0.2581	0.7822	0.8844
No log	10.8947	414	0.8417	0.2719	0.8417	0.9175
No log	10.9474	416	0.7923	0.2786	0.7923	0.8901
No log	11.0	418	0.7351	0.3383	0.7351	0.8574
No log	11.0526	420	0.7322	0.2622	0.7322	0.8557
No log	11.1053	422	0.7283	0.2707	0.7283	0.8534
No log	11.1579	424	0.7252	0.3144	0.7252	0.8516
No log	11.2105	426	0.8170	0.2586	0.8170	0.9039
No log	11.2632	428	0.9026	0.2781	0.9026	0.9500
No log	11.3158	430	0.8872	0.3126	0.8872	0.9419
No log	11.3684	432	0.7946	0.2322	0.7946	0.8914
No log	11.4211	434	0.7249	0.3008	0.7249	0.8514
No log	11.4737	436	0.7246	0.3307	0.7246	0.8512
No log	11.5263	438	0.7515	0.3186	0.7515	0.8669
No log	11.5789	440	0.8775	0.2628	0.8775	0.9367
No log	11.6316	442	0.9158	0.3154	0.9158	0.9570
No log	11.6842	444	0.8694	0.2423	0.8694	0.9324
No log	11.7368	446	0.7696	0.3042	0.7696	0.8773
No log	11.7895	448	0.7570	0.2511	0.7570	0.8701
No log	11.8421	450	0.7563	0.2219	0.7563	0.8697
No log	11.8947	452	0.7644	0.1861	0.7644	0.8743
No log	11.9474	454	0.7569	0.3092	0.7569	0.8700
No log	12.0	456	0.7307	0.3297	0.7307	0.8548
No log	12.0526	458	0.7306	0.3101	0.7306	0.8548
No log	12.1053	460	0.7380	0.3621	0.7380	0.8590
No log	12.1579	462	0.7235	0.3398	0.7235	0.8506
No log	12.2105	464	0.7321	0.3846	0.7321	0.8556
No log	12.2632	466	0.7283	0.3914	0.7283	0.8534
No log	12.3158	468	0.7134	0.3245	0.7134	0.8446
No log	12.3684	470	0.7350	0.2245	0.7350	0.8573
No log	12.4211	472	0.7263	0.2360	0.7263	0.8522
No log	12.4737	474	0.7165	0.2653	0.7165	0.8464
No log	12.5263	476	0.7110	0.3078	0.7110	0.8432
No log	12.5789	478	0.7197	0.3057	0.7197	0.8483
No log	12.6316	480	0.7208	0.2780	0.7208	0.8490
No log	12.6842	482	0.7485	0.3383	0.7485	0.8652
No log	12.7368	484	0.7663	0.3703	0.7663	0.8754
No log	12.7895	486	0.8110	0.2953	0.8110	0.9006
No log	12.8421	488	0.7934	0.3173	0.7934	0.8907
No log	12.8947	490	0.7534	0.2654	0.7534	0.8680
No log	12.9474	492	0.7406	0.2585	0.7406	0.8606
No log	13.0	494	0.7423	0.2567	0.7423	0.8616
No log	13.0526	496	0.7440	0.2869	0.7440	0.8626
No log	13.1053	498	0.7627	0.2129	0.7627	0.8734
0.3726	13.1579	500	0.7591	0.2326	0.7591	0.8712
0.3726	13.2105	502	0.7441	0.2993	0.7441	0.8626
0.3726	13.2632	504	0.7704	0.2167	0.7704	0.8777
0.3726	13.3158	506	0.7745	0.2534	0.7745	0.8800
0.3726	13.3684	508	0.7751	0.2968	0.7751	0.8804
0.3726	13.4211	510	0.7631	0.2892	0.7631	0.8735
0.3726	13.4737	512	0.7242	0.2809	0.7242	0.8510
0.3726	13.5263	514	0.7168	0.3527	0.7168	0.8467
0.3726	13.5789	516	0.7421	0.2607	0.7421	0.8615
0.3726	13.6316	518	0.7986	0.2747	0.7986	0.8936
0.3726	13.6842	520	0.8483	0.3526	0.8483	0.9210
0.3726	13.7368	522	0.7953	0.3407	0.7953	0.8918
0.3726	13.7895	524	0.7399	0.3084	0.7399	0.8602
0.3726	13.8421	526	0.7506	0.3163	0.7506	0.8664
0.3726	13.8947	528	0.7957	0.3529	0.7957	0.8920
0.3726	13.9474	530	0.7573	0.3065	0.7573	0.8702
0.3726	14.0	532	0.7247	0.3547	0.7247	0.8513
0.3726	14.0526	534	0.7115	0.3041	0.7115	0.8435
0.3726	14.1053	536	0.7274	0.3165	0.7274	0.8529
0.3726	14.1579	538	0.7335	0.2571	0.7335	0.8565
0.3726	14.2105	540	0.7037	0.2848	0.7037	0.8389
0.3726	14.2632	542	0.6869	0.3748	0.6869	0.8288
0.3726	14.3158	544	0.6822	0.4004	0.6822	0.8260
0.3726	14.3684	546	0.6838	0.3597	0.6838	0.8269
0.3726	14.4211	548	0.6882	0.3637	0.6882	0.8296
0.3726	14.4737	550	0.6798	0.3761	0.6798	0.8245
0.3726	14.5263	552	0.6833	0.4153	0.6833	0.8266
0.3726	14.5789	554	0.7410	0.3449	0.7410	0.8608
0.3726	14.6316	556	0.7800	0.3238	0.7800	0.8832
0.3726	14.6842	558	0.7644	0.3382	0.7644	0.8743
0.3726	14.7368	560	0.6968	0.3403	0.6968	0.8348
0.3726	14.7895	562	0.6556	0.4532	0.6556	0.8097
0.3726	14.8421	564	0.6716	0.3952	0.6716	0.8195
0.3726	14.8947	566	0.6678	0.3983	0.6678	0.8172
0.3726	14.9474	568	0.6559	0.3959	0.6559	0.8099
0.3726	15.0	570	0.6749	0.3700	0.6749	0.8215
0.3726	15.0526	572	0.6788	0.3517	0.6788	0.8239
0.3726	15.1053	574	0.6726	0.3815	0.6726	0.8201
0.3726	15.1579	576	0.7049	0.3667	0.7049	0.8396
0.3726	15.2105	578	0.7534	0.3216	0.7534	0.8680
0.3726	15.2632	580	0.7545	0.3216	0.7545	0.8686
0.3726	15.3158	582	0.7071	0.3593	0.7071	0.8409
0.3726	15.3684	584	0.7247	0.2952	0.7247	0.8513
0.3726	15.4211	586	0.7663	0.3341	0.7663	0.8754
0.3726	15.4737	588	0.7493	0.3033	0.7493	0.8656
0.3726	15.5263	590	0.7422	0.3124	0.7422	0.8615
0.3726	15.5789	592	0.7137	0.3858	0.7137	0.8448
0.3726	15.6316	594	0.7105	0.3455	0.7105	0.8429
0.3726	15.6842	596	0.7067	0.3691	0.7067	0.8407
0.3726	15.7368	598	0.7007	0.3583	0.7007	0.8371
0.3726	15.7895	600	0.7114	0.3540	0.7114	0.8435
0.3726	15.8421	602	0.7359	0.3594	0.7359	0.8579
0.3726	15.8947	604	0.7965	0.3119	0.7965	0.8925
0.3726	15.9474	606	0.7850	0.3378	0.7850	0.8860
0.3726	16.0	608	0.7389	0.3495	0.7389	0.8596
0.3726	16.0526	610	0.7107	0.3820	0.7107	0.8430
0.3726	16.1053	612	0.6932	0.3601	0.6932	0.8326
0.3726	16.1579	614	0.6889	0.3697	0.6889	0.8300
0.3726	16.2105	616	0.6903	0.3574	0.6903	0.8309
0.3726	16.2632	618	0.6880	0.3682	0.6880	0.8295
0.3726	16.3158	620	0.6840	0.3414	0.6840	0.8270
0.3726	16.3684	622	0.6921	0.3251	0.6921	0.8319
0.3726	16.4211	624	0.7002	0.3453	0.7002	0.8368
0.3726	16.4737	626	0.6989	0.3186	0.6989	0.8360
0.3726	16.5263	628	0.7131	0.3307	0.7131	0.8445
0.3726	16.5789	630	0.7164	0.2955	0.7164	0.8464
0.3726	16.6316	632	0.7138	0.3091	0.7138	0.8449
0.3726	16.6842	634	0.7340	0.3272	0.7340	0.8568
0.3726	16.7368	636	0.7440	0.3166	0.7440	0.8626
0.3726	16.7895	638	0.7261	0.2820	0.7261	0.8521
0.3726	16.8421	640	0.7354	0.3176	0.7354	0.8576
0.3726	16.8947	642	0.7412	0.3164	0.7412	0.8609
0.3726	16.9474	644	0.7397	0.3039	0.7397	0.8600
0.3726	17.0	646	0.7444	0.3038	0.7444	0.8628
0.3726	17.0526	648	0.7517	0.3017	0.7517	0.8670
0.3726	17.1053	650	0.7386	0.2903	0.7386	0.8594
0.3726	17.1579	652	0.7405	0.2854	0.7405	0.8605
0.3726	17.2105	654	0.7354	0.2854	0.7354	0.8576
0.3726	17.2632	656	0.7227	0.3433	0.7227	0.8501
0.3726	17.3158	658	0.7240	0.2928	0.7240	0.8509
0.3726	17.3684	660	0.7151	0.3053	0.7151	0.8456
0.3726	17.4211	662	0.7119	0.3087	0.7119	0.8437
0.3726	17.4737	664	0.7075	0.3358	0.7075	0.8411
0.3726	17.5263	666	0.7120	0.3510	0.7120	0.8438
0.3726	17.5789	668	0.7169	0.3317	0.7169	0.8467
0.3726	17.6316	670	0.7208	0.3605	0.7208	0.8490
0.3726	17.6842	672	0.7162	0.2787	0.7162	0.8463
0.3726	17.7368	674	0.7409	0.3385	0.7409	0.8607
0.3726	17.7895	676	0.7830	0.3047	0.7830	0.8849
0.3726	17.8421	678	0.7934	0.2405	0.7934	0.8907
0.3726	17.8947	680	0.7488	0.3272	0.7488	0.8653
0.3726	17.9474	682	0.7317	0.3314	0.7317	0.8554
0.3726	18.0	684	0.7297	0.3818	0.7297	0.8542
0.3726	18.0526	686	0.7299	0.3818	0.7299	0.8543
0.3726	18.1053	688	0.7333	0.3465	0.7333	0.8563
0.3726	18.1579	690	0.7320	0.3574	0.7320	0.8556
0.3726	18.2105	692	0.7370	0.3231	0.7370	0.8585
0.3726	18.2632	694	0.7551	0.2780	0.7551	0.8689
0.3726	18.3158	696	0.7420	0.2806	0.7420	0.8614
0.3726	18.3684	698	0.7387	0.3081	0.7387	0.8595
0.3726	18.4211	700	0.7385	0.3314	0.7385	0.8594
0.3726	18.4737	702	0.7440	0.2888	0.7440	0.8626
0.3726	18.5263	704	0.7453	0.2952	0.7453	0.8633
0.3726	18.5789	706	0.7256	0.3288	0.7256	0.8518
0.3726	18.6316	708	0.7208	0.3265	0.7208	0.8490
0.3726	18.6842	710	0.7755	0.3469	0.7755	0.8806
0.3726	18.7368	712	0.8075	0.3551	0.8075	0.8986
0.3726	18.7895	714	0.7519	0.3409	0.7519	0.8671
0.3726	18.8421	716	0.7389	0.3030	0.7389	0.8596
0.3726	18.8947	718	0.8453	0.3727	0.8453	0.9194
0.3726	18.9474	720	0.9136	0.3289	0.9136	0.9558
0.3726	19.0	722	0.8970	0.3407	0.8970	0.9471
0.3726	19.0526	724	0.8083	0.3506	0.8083	0.8990
0.3726	19.1053	726	0.7418	0.3273	0.7418	0.8613
0.3726	19.1579	728	0.7413	0.3618	0.7413	0.8610
0.3726	19.2105	730	0.7336	0.3584	0.7336	0.8565
0.3726	19.2632	732	0.7318	0.3471	0.7318	0.8554
0.3726	19.3158	734	0.7471	0.3186	0.7471	0.8643
0.3726	19.3684	736	0.7404	0.3494	0.7404	0.8605
0.3726	19.4211	738	0.7387	0.3822	0.7387	0.8595
0.3726	19.4737	740	0.7289	0.3649	0.7289	0.8537
0.3726	19.5263	742	0.7216	0.3231	0.7216	0.8494
0.3726	19.5789	744	0.7316	0.3254	0.7316	0.8553
0.3726	19.6316	746	0.7457	0.3028	0.7457	0.8635
0.3726	19.6842	748	0.7735	0.3205	0.7735	0.8795
0.3726	19.7368	750	0.7507	0.3240	0.7507	0.8664
0.3726	19.7895	752	0.7445	0.3069	0.7445	0.8628
0.3726	19.8421	754	0.7807	0.3516	0.7807	0.8836
0.3726	19.8947	756	0.8748	0.3016	0.8748	0.9353
0.3726	19.9474	758	0.8901	0.2778	0.8901	0.9435
0.3726	20.0	760	0.8351	0.2860	0.8351	0.9138
0.3726	20.0526	762	0.7653	0.2260	0.7653	0.8748
0.3726	20.1053	764	0.7295	0.3715	0.7295	0.8541
0.3726	20.1579	766	0.7339	0.3715	0.7339	0.8567
0.3726	20.2105	768	0.7595	0.2031	0.7595	0.8715
0.3726	20.2632	770	0.8046	0.2705	0.8046	0.8970
0.3726	20.3158	772	0.7893	0.2746	0.7893	0.8884
0.3726	20.3684	774	0.7651	0.2304	0.7651	0.8747
0.3726	20.4211	776	0.7306	0.3302	0.7306	0.8548
0.3726	20.4737	778	0.7129	0.3559	0.7129	0.8444
0.3726	20.5263	780	0.7248	0.3310	0.7248	0.8513
0.3726	20.5789	782	0.7407	0.3318	0.7407	0.8607
0.3726	20.6316	784	0.7356	0.3636	0.7356	0.8577
0.3726	20.6842	786	0.7172	0.3241	0.7172	0.8469
0.3726	20.7368	788	0.7222	0.3536	0.7222	0.8498
0.3726	20.7895	790	0.7232	0.2887	0.7232	0.8504
0.3726	20.8421	792	0.7379	0.3281	0.7379	0.8590
0.3726	20.8947	794	0.7877	0.2582	0.7877	0.8875
0.3726	20.9474	796	0.8203	0.2894	0.8203	0.9057
0.3726	21.0	798	0.7790	0.2201	0.7790	0.8826
0.3726	21.0526	800	0.7321	0.3538	0.7321	0.8556
0.3726	21.1053	802	0.7150	0.3088	0.7150	0.8456
0.3726	21.1579	804	0.7145	0.3088	0.7145	0.8453
0.3726	21.2105	806	0.7172	0.3426	0.7172	0.8469
0.3726	21.2632	808	0.7241	0.3390	0.7241	0.8509
0.3726	21.3158	810	0.7626	0.2262	0.7626	0.8732
0.3726	21.3684	812	0.7738	0.2607	0.7738	0.8797
0.3726	21.4211	814	0.7482	0.3449	0.7482	0.8650
0.3726	21.4737	816	0.7201	0.2939	0.7201	0.8486
0.3726	21.5263	818	0.7403	0.3994	0.7403	0.8604
0.3726	21.5789	820	0.7471	0.4094	0.7471	0.8643
0.3726	21.6316	822	0.7237	0.3505	0.7237	0.8507
0.3726	21.6842	824	0.7398	0.3668	0.7398	0.8601
0.3726	21.7368	826	0.7811	0.3495	0.7811	0.8838
0.3726	21.7895	828	0.7718	0.3586	0.7718	0.8785
0.3726	21.8421	830	0.7419	0.4047	0.7419	0.8613
0.3726	21.8947	832	0.7224	0.3394	0.7224	0.8500
0.3726	21.9474	834	0.7308	0.3860	0.7308	0.8549
0.3726	22.0	836	0.7515	0.3888	0.7515	0.8669
0.3726	22.0526	838	0.8427	0.3005	0.8427	0.9180
0.3726	22.1053	840	0.8978	0.3294	0.8978	0.9475
0.3726	22.1579	842	0.8773	0.3287	0.8773	0.9366
0.3726	22.2105	844	0.8202	0.2978	0.8202	0.9057
0.3726	22.2632	846	0.7916	0.3146	0.7916	0.8897
0.3726	22.3158	848	0.7587	0.3198	0.7587	0.8710
0.3726	22.3684	850	0.7324	0.3504	0.7324	0.8558
0.3726	22.4211	852	0.7007	0.3618	0.7007	0.8371
0.3726	22.4737	854	0.6932	0.3552	0.6932	0.8326
0.3726	22.5263	856	0.6983	0.3186	0.6983	0.8357
0.3726	22.5789	858	0.7279	0.3615	0.7279	0.8531
0.3726	22.6316	860	0.7444	0.3942	0.7444	0.8628
0.3726	22.6842	862	0.7347	0.3615	0.7347	0.8572
0.3726	22.7368	864	0.7036	0.2878	0.7036	0.8388
0.3726	22.7895	866	0.7002	0.3700	0.7002	0.8368
0.3726	22.8421	868	0.7053	0.3245	0.7053	0.8398
0.3726	22.8947	870	0.7322	0.3144	0.7322	0.8557
0.3726	22.9474	872	0.7353	0.3367	0.7353	0.8575
0.3726	23.0	874	0.7342	0.3226	0.7342	0.8568
0.3726	23.0526	876	0.7065	0.3166	0.7065	0.8405
0.3726	23.1053	878	0.6898	0.3965	0.6898	0.8306
0.3726	23.1579	880	0.6892	0.3935	0.6892	0.8302
0.3726	23.2105	882	0.6899	0.4005	0.6899	0.8306
0.3726	23.2632	884	0.7011	0.3707	0.7011	0.8373
0.3726	23.3158	886	0.7623	0.2570	0.7623	0.8731
0.3726	23.3684	888	0.8358	0.3165	0.8358	0.9142
0.3726	23.4211	890	0.8337	0.3165	0.8337	0.9131
0.3726	23.4737	892	0.7687	0.2289	0.7687	0.8768
0.3726	23.5263	894	0.7046	0.3465	0.7046	0.8394
0.3726	23.5789	896	0.6978	0.3768	0.6978	0.8353
0.3726	23.6316	898	0.7023	0.3562	0.7023	0.8381
0.3726	23.6842	900	0.6984	0.3510	0.6984	0.8357
0.3726	23.7368	902	0.7145	0.3497	0.7145	0.8453
0.3726	23.7895	904	0.7800	0.1953	0.7800	0.8832
0.3726	23.8421	906	0.8264	0.2630	0.8264	0.9091
0.3726	23.8947	908	0.8026	0.2326	0.8026	0.8959
0.3726	23.9474	910	0.7467	0.2624	0.7467	0.8641
0.3726	24.0	912	0.7300	0.2813	0.7300	0.8544
0.3726	24.0526	914	0.7237	0.2956	0.7237	0.8507
0.3726	24.1053	916	0.7229	0.2956	0.7229	0.8502
0.3726	24.1579	918	0.7448	0.2102	0.7448	0.8630
0.3726	24.2105	920	0.8092	0.2182	0.8092	0.8995
0.3726	24.2632	922	0.8765	0.2594	0.8765	0.9362
0.3726	24.3158	924	0.8816	0.2764	0.8816	0.9389
0.3726	24.3684	926	0.8244	0.2065	0.8244	0.9079
0.3726	24.4211	928	0.7387	0.2142	0.7387	0.8595
0.3726	24.4737	930	0.6903	0.3065	0.6903	0.8308
0.3726	24.5263	932	0.6831	0.3520	0.6831	0.8265
0.3726	24.5789	934	0.6831	0.3951	0.6831	0.8265
0.3726	24.6316	936	0.6712	0.3655	0.6712	0.8193
0.3726	24.6842	938	0.7027	0.2914	0.7027	0.8383
0.3726	24.7368	940	0.7600	0.3364	0.7600	0.8718
0.3726	24.7895	942	0.7675	0.3440	0.7675	0.8761
0.3726	24.8421	944	0.7234	0.2642	0.7234	0.8505
0.3726	24.8947	946	0.6725	0.3697	0.6725	0.8201
0.3726	24.9474	948	0.6631	0.4318	0.6631	0.8143
0.3726	25.0	950	0.6606	0.3896	0.6606	0.8128
0.3726	25.0526	952	0.6718	0.3362	0.6718	0.8196
0.3726	25.1053	954	0.6685	0.2899	0.6685	0.8176
0.3726	25.1579	956	0.6660	0.4252	0.6660	0.8161
0.3726	25.2105	958	0.6863	0.2999	0.6863	0.8284
0.3726	25.2632	960	0.6948	0.2999	0.6948	0.8336
0.3726	25.3158	962	0.7009	0.3398	0.7009	0.8372
0.3726	25.3684	964	0.7113	0.3398	0.7113	0.8434
0.3726	25.4211	966	0.7160	0.3014	0.7160	0.8462
0.3726	25.4737	968	0.7269	0.3198	0.7269	0.8526
0.3726	25.5263	970	0.7320	0.3198	0.7320	0.8556
0.3726	25.5789	972	0.7456	0.2557	0.7456	0.8635
0.3726	25.6316	974	0.7653	0.2624	0.7653	0.8748
0.3726	25.6842	976	0.7603	0.2508	0.7603	0.8719
0.3726	25.7368	978	0.7282	0.2604	0.7282	0.8534
0.3726	25.7895	980	0.7109	0.2960	0.7109	0.8431
0.3726	25.8421	982	0.7165	0.2960	0.7165	0.8465
0.3726	25.8947	984	0.7238	0.2604	0.7238	0.8508
0.3726	25.9474	986	0.7405	0.2391	0.7405	0.8605
0.3726	26.0	988	0.7504	0.2348	0.7504	0.8663
0.3726	26.0526	990	0.7713	0.2281	0.7713	0.8782
0.3726	26.1053	992	0.7486	0.2897	0.7486	0.8652
0.3726	26.1579	994	0.7229	0.3069	0.7229	0.8502
0.3726	26.2105	996	0.7244	0.3003	0.7244	0.8511
0.3726	26.2632	998	0.7485	0.2633	0.7485	0.8652
0.0644	26.3158	1000	0.8025	0.3256	0.8025	0.8958
0.0644	26.3684	1002	0.8325	0.2919	0.8325	0.9124
0.0644	26.4211	1004	0.8142	0.2995	0.8142	0.9024
0.0644	26.4737	1006	0.8063	0.2262	0.8063	0.8980
0.0644	26.5263	1008	0.7718	0.2143	0.7718	0.8785
0.0644	26.5789	1010	0.7419	0.2325	0.7419	0.8614

Framework versions

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