ArabicNewSplits_FineTuningAraBERT_AugV5_k35_task2_organization_fold1

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: 0.9905
• Qwk: 0.3002
• Mse: 0.9905
• Rmse: 0.9952

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	0.0161	2	3.8502	-0.0159	3.8502	1.9622
No log	0.0323	4	1.9094	-0.0921	1.9094	1.3818
No log	0.0484	6	1.3686	-0.1621	1.3686	1.1699
No log	0.0645	8	1.2448	-0.1247	1.2448	1.1157
No log	0.0806	10	1.7480	-0.1609	1.7480	1.3221
No log	0.0968	12	2.0540	-0.1367	2.0540	1.4332
No log	0.1129	14	1.8231	-0.1190	1.8231	1.3502
No log	0.1290	16	1.3808	-0.0694	1.3808	1.1751
No log	0.1452	18	0.9932	-0.0037	0.9932	0.9966
No log	0.1613	20	0.9153	0.0	0.9153	0.9567
No log	0.1774	22	1.0188	-0.0037	1.0188	1.0094
No log	0.1935	24	1.1319	0.0079	1.1319	1.0639
No log	0.2097	26	1.1184	-0.0571	1.1184	1.0576
No log	0.2258	28	1.3171	-0.0439	1.3171	1.1476
No log	0.2419	30	1.1230	-0.0421	1.1230	1.0597
No log	0.2581	32	1.1303	-0.0835	1.1303	1.0632
No log	0.2742	34	1.2961	-0.0201	1.2961	1.1385
No log	0.2903	36	1.4409	-0.0110	1.4409	1.2004
No log	0.3065	38	1.2385	-0.0045	1.2385	1.1129
No log	0.3226	40	0.8743	0.0423	0.8743	0.9350
No log	0.3387	42	0.7370	0.0065	0.7370	0.8585
No log	0.3548	44	0.7332	0.0706	0.7332	0.8563
No log	0.3710	46	0.8269	0.0	0.8269	0.9093
No log	0.3871	48	0.9283	0.0321	0.9283	0.9635
No log	0.4032	50	1.0417	0.0120	1.0417	1.0206
No log	0.4194	52	1.2245	0.0175	1.2245	1.1066
No log	0.4355	54	1.5438	-0.0460	1.5438	1.2425
No log	0.4516	56	1.6001	-0.0255	1.6001	1.2650
No log	0.4677	58	1.3394	0.0180	1.3394	1.1573
No log	0.4839	60	1.0782	-0.0280	1.0782	1.0384
No log	0.5	62	0.7608	0.0308	0.7608	0.8722
No log	0.5161	64	0.6940	0.0292	0.6940	0.8330
No log	0.5323	66	0.6612	0.0960	0.6612	0.8132
No log	0.5484	68	0.6820	0.1360	0.6820	0.8258
No log	0.5645	70	0.8019	0.0	0.8019	0.8955
No log	0.5806	72	0.8832	0.0	0.8832	0.9398
No log	0.5968	74	0.8565	0.0	0.8565	0.9255
No log	0.6129	76	0.8384	0.0	0.8384	0.9157
No log	0.6290	78	0.8933	0.0	0.8933	0.9451
No log	0.6452	80	0.9239	0.0	0.9239	0.9612
No log	0.6613	82	0.9499	0.0166	0.9499	0.9746
No log	0.6774	84	0.9024	0.0166	0.9024	0.9500
No log	0.6935	86	0.9180	0.0741	0.9180	0.9581
No log	0.7097	88	0.9657	0.0518	0.9657	0.9827
No log	0.7258	90	0.9197	0.0518	0.9197	0.9590
No log	0.7419	92	0.8726	0.0596	0.8726	0.9341
No log	0.7581	94	0.8042	0.0633	0.8042	0.8968
No log	0.7742	96	0.7467	0.0743	0.7467	0.8641
No log	0.7903	98	0.7218	0.0609	0.7218	0.8496
No log	0.8065	100	0.7452	0.1121	0.7452	0.8633
No log	0.8226	102	0.8425	0.1189	0.8425	0.9179
No log	0.8387	104	0.8782	0.0943	0.8782	0.9371
No log	0.8548	106	0.8916	0.0943	0.8916	0.9442
No log	0.8710	108	0.8185	0.1224	0.8185	0.9047
No log	0.8871	110	0.7864	0.0878	0.7864	0.8868
No log	0.9032	112	0.7827	0.0645	0.7827	0.8847
No log	0.9194	114	0.7703	0.0681	0.7703	0.8777
No log	0.9355	116	0.7967	0.0188	0.7967	0.8926
No log	0.9516	118	0.7806	0.0530	0.7806	0.8835
No log	0.9677	120	0.7997	0.0404	0.7997	0.8943
No log	0.9839	122	0.8484	0.0495	0.8484	0.9211
No log	1.0	124	0.9313	0.0942	0.9313	0.9651
No log	1.0161	126	1.0002	0.0529	1.0002	1.0001
No log	1.0323	128	0.9785	0.0665	0.9785	0.9892
No log	1.0484	130	0.8965	0.0645	0.8965	0.9468
No log	1.0645	132	0.7767	0.1233	0.7767	0.8813
No log	1.0806	134	0.7657	0.2211	0.7657	0.8750
No log	1.0968	136	0.7750	0.1683	0.7750	0.8803
No log	1.1129	138	0.7986	0.1533	0.7986	0.8937
No log	1.1290	140	0.8957	0.0370	0.8957	0.9464
No log	1.1452	142	0.9525	0.0453	0.9525	0.9760
No log	1.1613	144	0.8647	0.1131	0.8647	0.9299
No log	1.1774	146	0.7936	0.1821	0.7936	0.8908
No log	1.1935	148	0.7950	0.0471	0.7950	0.8916
No log	1.2097	150	0.7925	0.0309	0.7925	0.8902
No log	1.2258	152	0.7859	-0.0084	0.7859	0.8865
No log	1.2419	154	0.7949	0.1404	0.7949	0.8916
No log	1.2581	156	0.8073	0.1566	0.8073	0.8985
No log	1.2742	158	0.7812	0.1647	0.7812	0.8838
No log	1.2903	160	0.7417	0.2401	0.7417	0.8612
No log	1.3065	162	0.7389	0.0994	0.7389	0.8596
No log	1.3226	164	0.7532	0.1060	0.7532	0.8679
No log	1.3387	166	0.7423	0.0769	0.7423	0.8616
No log	1.3548	168	0.7573	0.0455	0.7573	0.8702
No log	1.3710	170	0.7769	0.0455	0.7769	0.8814
No log	1.3871	172	0.7993	0.2295	0.7993	0.8941
No log	1.4032	174	0.8139	0.2295	0.8139	0.9022
No log	1.4194	176	0.8126	0.1814	0.8126	0.9015
No log	1.4355	178	0.8151	0.1784	0.8151	0.9028
No log	1.4516	180	0.8253	0.2318	0.8253	0.9084
No log	1.4677	182	0.8139	0.2529	0.8139	0.9022
No log	1.4839	184	0.8162	0.1307	0.8162	0.9034
No log	1.5	186	0.8063	0.1307	0.8063	0.8979
No log	1.5161	188	0.7954	0.1307	0.7954	0.8918
No log	1.5323	190	0.7802	0.1307	0.7802	0.8833
No log	1.5484	192	0.7850	0.2529	0.7850	0.8860
No log	1.5645	194	0.7859	0.2529	0.7859	0.8865
No log	1.5806	196	0.7686	0.1599	0.7686	0.8767
No log	1.5968	198	0.7503	0.1781	0.7503	0.8662
No log	1.6129	200	0.7162	0.1974	0.7162	0.8463
No log	1.6290	202	0.7011	0.1915	0.7011	0.8373
No log	1.6452	204	0.7154	0.2048	0.7154	0.8458
No log	1.6613	206	0.7271	0.1856	0.7271	0.8527
No log	1.6774	208	0.7505	0.1921	0.7505	0.8663
No log	1.6935	210	0.7427	0.1695	0.7427	0.8618
No log	1.7097	212	0.7591	0.1695	0.7591	0.8713
No log	1.7258	214	0.7846	0.2162	0.7846	0.8858
No log	1.7419	216	0.8009	0.2775	0.8009	0.8949
No log	1.7581	218	0.7956	0.2775	0.7956	0.8920
No log	1.7742	220	0.7956	0.1935	0.7956	0.8919
No log	1.7903	222	0.7907	0.1628	0.7907	0.8892
No log	1.8065	224	0.7556	0.1446	0.7556	0.8692
No log	1.8226	226	0.7083	0.1053	0.7083	0.8416
No log	1.8387	228	0.7242	0.2237	0.7242	0.8510
No log	1.8548	230	0.6961	0.1989	0.6961	0.8343
No log	1.8710	232	0.6584	0.1849	0.6584	0.8114
No log	1.8871	234	0.6828	0.1909	0.6828	0.8263
No log	1.9032	236	0.6781	0.1683	0.6781	0.8235
No log	1.9194	238	0.6889	0.1435	0.6889	0.8300
No log	1.9355	240	0.7100	0.1435	0.7100	0.8426
No log	1.9516	242	0.7255	0.2089	0.7255	0.8517
No log	1.9677	244	0.7368	0.1935	0.7368	0.8583
No log	1.9839	246	0.7655	0.2246	0.7655	0.8749
No log	2.0	248	0.8070	0.2251	0.8070	0.8983
No log	2.0161	250	0.8007	0.2622	0.8007	0.8948
No log	2.0323	252	0.8148	0.3308	0.8148	0.9026
No log	2.0484	254	0.8545	0.2672	0.8545	0.9244
No log	2.0645	256	0.8146	0.2684	0.8146	0.9026
No log	2.0806	258	0.7733	0.2373	0.7733	0.8794
No log	2.0968	260	0.7899	0.2722	0.7899	0.8888
No log	2.1129	262	0.8166	0.2516	0.8166	0.9037
No log	2.1290	264	0.8691	0.2651	0.8691	0.9322
No log	2.1452	266	0.8967	0.2651	0.8967	0.9469
No log	2.1613	268	0.8889	0.2414	0.8889	0.9428
No log	2.1774	270	0.9334	0.2199	0.9334	0.9661
No log	2.1935	272	0.9570	0.2515	0.9570	0.9783
No log	2.2097	274	0.8848	0.3061	0.8848	0.9406
No log	2.2258	276	0.8355	0.3134	0.8355	0.9140
No log	2.2419	278	0.8004	0.3134	0.8004	0.8947
No log	2.2581	280	0.7925	0.4149	0.7925	0.8902
No log	2.2742	282	0.7875	0.4149	0.7875	0.8874
No log	2.2903	284	0.8513	0.3910	0.8513	0.9227
No log	2.3065	286	0.9223	0.3167	0.9223	0.9604
No log	2.3226	288	0.9897	0.1951	0.9897	0.9948
No log	2.3387	290	0.9580	0.2136	0.9580	0.9788
No log	2.3548	292	0.9009	0.3348	0.9009	0.9492
No log	2.3710	294	0.8313	0.3045	0.8313	0.9117
No log	2.3871	296	0.8171	0.3134	0.8171	0.9039
No log	2.4032	298	0.8221	0.3134	0.8221	0.9067
No log	2.4194	300	0.8767	0.3125	0.8767	0.9363
No log	2.4355	302	0.8830	0.2457	0.8830	0.9397
No log	2.4516	304	0.7961	0.3152	0.7961	0.8923
No log	2.4677	306	0.6965	0.3304	0.6965	0.8345
No log	2.4839	308	0.6554	0.2788	0.6554	0.8096
No log	2.5	310	0.6546	0.3440	0.6546	0.8091
No log	2.5161	312	0.6670	0.3464	0.6670	0.8167
No log	2.5323	314	0.6837	0.3464	0.6837	0.8269
No log	2.5484	316	0.6728	0.2788	0.6728	0.8202
No log	2.5645	318	0.6759	0.2788	0.6759	0.8221
No log	2.5806	320	0.7269	0.3669	0.7269	0.8526
No log	2.5968	322	0.7672	0.3581	0.7672	0.8759
No log	2.6129	324	0.7732	0.3045	0.7732	0.8793
No log	2.6290	326	0.7444	0.3073	0.7444	0.8628
No log	2.6452	328	0.7563	0.3027	0.7563	0.8697
No log	2.6613	330	0.7665	0.2904	0.7665	0.8755
No log	2.6774	332	0.8437	0.2662	0.8437	0.9185
No log	2.6935	334	0.9282	0.2118	0.9282	0.9634
No log	2.7097	336	0.9238	0.1825	0.9238	0.9611
No log	2.7258	338	0.8174	0.2905	0.8174	0.9041
No log	2.7419	340	0.7198	0.3324	0.7198	0.8484
No log	2.7581	342	0.6945	0.2373	0.6945	0.8333
No log	2.7742	344	0.6685	0.3593	0.6685	0.8176
No log	2.7903	346	0.6795	0.2992	0.6795	0.8243
No log	2.8065	348	0.7412	0.2841	0.7412	0.8609
No log	2.8226	350	0.8084	0.2395	0.8084	0.8991
No log	2.8387	352	0.7671	0.2717	0.7671	0.8758
No log	2.8548	354	0.7041	0.3227	0.7041	0.8391
No log	2.8710	356	0.6703	0.3584	0.6703	0.8187
No log	2.8871	358	0.6380	0.4016	0.6380	0.7988
No log	2.9032	360	0.6661	0.3563	0.6661	0.8162
No log	2.9194	362	0.7767	0.2854	0.7767	0.8813
No log	2.9355	364	0.8293	0.2579	0.8293	0.9107
No log	2.9516	366	0.7548	0.3227	0.7548	0.8688
No log	2.9677	368	0.6863	0.4254	0.6863	0.8284
No log	2.9839	370	0.6541	0.4351	0.6541	0.8087
No log	3.0	372	0.6757	0.3914	0.6757	0.8220
No log	3.0161	374	0.7366	0.4397	0.7366	0.8583
No log	3.0323	376	0.8394	0.2437	0.8394	0.9162
No log	3.0484	378	0.9355	0.2536	0.9355	0.9672
No log	3.0645	380	0.9313	0.2049	0.9313	0.9650
No log	3.0806	382	0.8588	0.2437	0.8588	0.9267
No log	3.0968	384	0.8123	0.3389	0.8123	0.9013
No log	3.1129	386	0.7675	0.3368	0.7675	0.8761
No log	3.1290	388	0.7533	0.2547	0.7533	0.8679
No log	3.1452	390	0.7729	0.3306	0.7729	0.8791
No log	3.1613	392	0.7888	0.3162	0.7888	0.8881
No log	3.1774	394	0.8341	0.2671	0.8341	0.9133
No log	3.1935	396	0.8160	0.2510	0.8160	0.9033
No log	3.2097	398	0.7499	0.2622	0.7499	0.8659
No log	3.2258	400	0.7124	0.2223	0.7124	0.8440
No log	3.2419	402	0.6680	0.2823	0.6680	0.8173
No log	3.2581	404	0.6546	0.2244	0.6546	0.8091
No log	3.2742	406	0.6829	0.2992	0.6829	0.8264
No log	3.2903	408	0.7224	0.2144	0.7224	0.8499
No log	3.3065	410	0.7258	0.2144	0.7258	0.8520
No log	3.3226	412	0.7723	0.2278	0.7723	0.8788
No log	3.3387	414	0.7990	0.2402	0.7990	0.8939
No log	3.3548	416	0.7625	0.2622	0.7625	0.8732
No log	3.3710	418	0.7458	0.2223	0.7458	0.8636
No log	3.3871	420	0.7660	0.1899	0.7660	0.8752
No log	3.4032	422	0.7822	0.2373	0.7822	0.8844
No log	3.4194	424	0.7898	0.2443	0.7898	0.8887
No log	3.4355	426	0.8161	0.2373	0.8161	0.9034
No log	3.4516	428	0.8634	0.1781	0.8634	0.9292
No log	3.4677	430	0.9086	0.1956	0.9086	0.9532
No log	3.4839	432	0.9003	0.1956	0.9003	0.9488
No log	3.5	434	0.8680	0.2626	0.8680	0.9316
No log	3.5161	436	0.8201	0.2540	0.8201	0.9056
No log	3.5323	438	0.7844	0.3218	0.7844	0.8856
No log	3.5484	440	0.7663	0.3241	0.7663	0.8754
No log	3.5645	442	0.7498	0.3064	0.7498	0.8659
No log	3.5806	444	0.7068	0.2617	0.7068	0.8407
No log	3.5968	446	0.6870	0.3280	0.6870	0.8289
No log	3.6129	448	0.7274	0.2328	0.7274	0.8528
No log	3.6290	450	0.8052	0.1627	0.8052	0.8973
No log	3.6452	452	0.8257	0.1627	0.8257	0.9087
No log	3.6613	454	0.7630	0.2548	0.7630	0.8735
No log	3.6774	456	0.7141	0.2377	0.7141	0.8451
No log	3.6935	458	0.6618	0.3091	0.6618	0.8135
No log	3.7097	460	0.6540	0.2992	0.6540	0.8087
No log	3.7258	462	0.6707	0.3162	0.6707	0.8189
No log	3.7419	464	0.7315	0.2533	0.7315	0.8553
No log	3.7581	466	0.8363	0.2527	0.8363	0.9145
No log	3.7742	468	0.9592	0.1744	0.9592	0.9794
No log	3.7903	470	0.9903	0.1583	0.9903	0.9952
No log	3.8065	472	0.9374	0.1768	0.9374	0.9682
No log	3.8226	474	0.8205	0.3040	0.8205	0.9058
No log	3.8387	476	0.7433	0.3631	0.7433	0.8621
No log	3.8548	478	0.7126	0.3612	0.7126	0.8441
No log	3.8710	480	0.7302	0.3763	0.7302	0.8545
No log	3.8871	482	0.7997	0.3275	0.7997	0.8943
No log	3.9032	484	0.8718	0.2964	0.8718	0.9337
No log	3.9194	486	0.9295	0.2875	0.9295	0.9641
No log	3.9355	488	0.8932	0.3232	0.8932	0.9451
No log	3.9516	490	0.8288	0.3178	0.8288	0.9104
No log	3.9677	492	0.7767	0.3491	0.7767	0.8813
No log	3.9839	494	0.7240	0.3631	0.7240	0.8509
No log	4.0	496	0.7207	0.3499	0.7207	0.8489
No log	4.0161	498	0.7253	0.3499	0.7253	0.8516
0.279	4.0323	500	0.7298	0.3367	0.7298	0.8543
0.279	4.0484	502	0.7273	0.3367	0.7273	0.8528
0.279	4.0645	504	0.7292	0.3216	0.7292	0.8539
0.279	4.0806	506	0.7243	0.3348	0.7243	0.8511
0.279	4.0968	508	0.7407	0.3275	0.7407	0.8606
0.279	4.1129	510	0.7735	0.3225	0.7735	0.8795
0.279	4.1290	512	0.7942	0.3225	0.7942	0.8912
0.279	4.1452	514	0.8825	0.2564	0.8825	0.9394
0.279	4.1613	516	0.9122	0.2404	0.9122	0.9551
0.279	4.1774	518	0.9284	0.2290	0.9284	0.9635
0.279	4.1935	520	0.8493	0.3418	0.8493	0.9216
0.279	4.2097	522	0.7796	0.3083	0.7796	0.8829
0.279	4.2258	524	0.7437	0.3063	0.7437	0.8624
0.279	4.2419	526	0.7803	0.3083	0.7803	0.8834
0.279	4.2581	528	0.8554	0.3215	0.8554	0.9249
0.279	4.2742	530	0.9346	0.2103	0.9346	0.9668
0.279	4.2903	532	0.9379	0.2103	0.9379	0.9684
0.279	4.3065	534	0.8637	0.3267	0.8637	0.9294
0.279	4.3226	536	0.7953	0.2883	0.7953	0.8918
0.279	4.3387	538	0.8111	0.2945	0.8111	0.9006
0.279	4.3548	540	0.8481	0.3136	0.8481	0.9209
0.279	4.3710	542	0.8667	0.3136	0.8667	0.9310
0.279	4.3871	544	0.8398	0.3080	0.8398	0.9164
0.279	4.4032	546	0.8306	0.3021	0.8306	0.9114
0.279	4.4194	548	0.8284	0.3083	0.8284	0.9101
0.279	4.4355	550	0.8191	0.3085	0.8191	0.9051
0.279	4.4516	552	0.8167	0.2651	0.8167	0.9037
0.279	4.4677	554	0.8259	0.2651	0.8259	0.9088
0.279	4.4839	556	0.8299	0.2782	0.8299	0.9110
0.279	4.5	558	0.8055	0.2782	0.8055	0.8975
0.279	4.5161	560	0.8248	0.2853	0.8248	0.9082
0.279	4.5323	562	0.8877	0.3006	0.8877	0.9422
0.279	4.5484	564	0.9180	0.2727	0.9180	0.9581
0.279	4.5645	566	0.9529	0.2360	0.9529	0.9762
0.279	4.5806	568	0.9230	0.2518	0.9230	0.9608
0.279	4.5968	570	0.8427	0.3349	0.8427	0.9180
0.279	4.6129	572	0.7567	0.3531	0.7567	0.8699
0.279	4.6290	574	0.7071	0.3480	0.7071	0.8409
0.279	4.6452	576	0.6729	0.3836	0.6729	0.8203
0.279	4.6613	578	0.6803	0.3612	0.6803	0.8248
0.279	4.6774	580	0.7258	0.3403	0.7258	0.8519
0.279	4.6935	582	0.8421	0.2591	0.8421	0.9177
0.279	4.7097	584	0.9633	0.2519	0.9633	0.9815
0.279	4.7258	586	1.0774	0.1984	1.0774	1.0380
0.279	4.7419	588	1.2090	0.2374	1.2090	1.0996
0.279	4.7581	590	1.2363	0.2374	1.2363	1.1119
0.279	4.7742	592	1.2077	0.2517	1.2077	1.0990
0.279	4.7903	594	1.1325	0.2530	1.1325	1.0642
0.279	4.8065	596	1.0088	0.2655	1.0088	1.0044
0.279	4.8226	598	0.9086	0.3059	0.9086	0.9532
0.279	4.8387	600	0.8116	0.2940	0.8116	0.9009
0.279	4.8548	602	0.7949	0.3330	0.7949	0.8915
0.279	4.8710	604	0.8471	0.2571	0.8471	0.9204
0.279	4.8871	606	0.8922	0.2714	0.8922	0.9446
0.279	4.9032	608	0.9051	0.3196	0.9051	0.9513
0.279	4.9194	610	0.9188	0.3250	0.9188	0.9586
0.279	4.9355	612	0.8962	0.3139	0.8962	0.9467
0.279	4.9516	614	0.8552	0.2998	0.8552	0.9248
0.279	4.9677	616	0.7871	0.2902	0.7871	0.8872
0.279	4.9839	618	0.7281	0.3499	0.7281	0.8533
0.279	5.0	620	0.7217	0.3290	0.7217	0.8495
0.279	5.0161	622	0.7666	0.3040	0.7666	0.8756
0.279	5.0323	624	0.7847	0.3040	0.7847	0.8858
0.279	5.0484	626	0.7548	0.3105	0.7548	0.8688
0.279	5.0645	628	0.7433	0.3105	0.7433	0.8622
0.279	5.0806	630	0.7051	0.3162	0.7051	0.8397
0.279	5.0968	632	0.6823	0.3452	0.6823	0.8260
0.279	5.1129	634	0.6663	0.3118	0.6663	0.8163
0.279	5.1290	636	0.6564	0.3045	0.6564	0.8102
0.279	5.1452	638	0.6764	0.3228	0.6764	0.8224
0.279	5.1613	640	0.6941	0.3389	0.6941	0.8331
0.279	5.1774	642	0.6847	0.3184	0.6847	0.8275
0.279	5.1935	644	0.6817	0.3328	0.6817	0.8256
0.279	5.2097	646	0.6813	0.3328	0.6813	0.8254
0.279	5.2258	648	0.7051	0.3389	0.7051	0.8397
0.279	5.2419	650	0.7380	0.2884	0.7380	0.8591
0.279	5.2581	652	0.7907	0.3152	0.7907	0.8892
0.279	5.2742	654	0.8118	0.3216	0.8118	0.9010
0.279	5.2903	656	0.7796	0.2975	0.7796	0.8829
0.279	5.3065	658	0.7407	0.2949	0.7407	0.8606
0.279	5.3226	660	0.7166	0.2325	0.7166	0.8465
0.279	5.3387	662	0.7040	0.2746	0.7040	0.8390
0.279	5.3548	664	0.7161	0.2373	0.7161	0.8462
0.279	5.3710	666	0.7493	0.2949	0.7493	0.8656
0.279	5.3871	668	0.7991	0.3152	0.7991	0.8939
0.279	5.4032	670	0.8601	0.2793	0.8601	0.9274
0.279	5.4194	672	0.8672	0.2586	0.8672	0.9312
0.279	5.4355	674	0.8212	0.2975	0.8212	0.9062
0.279	5.4516	676	0.7657	0.2934	0.7657	0.8750
0.279	5.4677	678	0.7363	0.2841	0.7363	0.8581
0.279	5.4839	680	0.6949	0.3113	0.6949	0.8336
0.279	5.5	682	0.6795	0.3249	0.6795	0.8243
0.279	5.5161	684	0.6888	0.3249	0.6888	0.8300
0.279	5.5323	686	0.7354	0.2971	0.7354	0.8576
0.279	5.5484	688	0.8069	0.3131	0.8069	0.8983
0.279	5.5645	690	0.8540	0.2372	0.8540	0.9241
0.279	5.5806	692	0.8605	0.2527	0.8605	0.9277
0.279	5.5968	694	0.8320	0.2927	0.8320	0.9121
0.279	5.6129	696	0.7899	0.2971	0.7899	0.8888
0.279	5.6290	698	0.7332	0.3290	0.7332	0.8563
0.279	5.6452	700	0.6889	0.3113	0.6889	0.8300
0.279	5.6613	702	0.6715	0.3249	0.6715	0.8194
0.279	5.6774	704	0.6798	0.3249	0.6798	0.8245
0.279	5.6935	706	0.7140	0.3113	0.7140	0.8450
0.279	5.7097	708	0.7977	0.2873	0.7977	0.8932
0.279	5.7258	710	0.9136	0.2895	0.9136	0.9558
0.279	5.7419	712	1.0137	0.2655	1.0137	1.0068
0.279	5.7581	714	1.0467	0.2274	1.0467	1.0231
0.279	5.7742	716	1.0555	0.2274	1.0555	1.0274
0.279	5.7903	718	1.0130	0.3075	1.0130	1.0065
0.279	5.8065	720	0.9343	0.2958	0.9343	0.9666
0.279	5.8226	722	0.8543	0.2953	0.8543	0.9243
0.279	5.8387	724	0.7873	0.3270	0.7873	0.8873
0.279	5.8548	726	0.7548	0.3019	0.7548	0.8688
0.279	5.8710	728	0.7406	0.2549	0.7406	0.8606
0.279	5.8871	730	0.7534	0.2414	0.7534	0.8680
0.279	5.9032	732	0.7756	0.3270	0.7756	0.8807
0.279	5.9194	734	0.7920	0.3131	0.7920	0.8899
0.279	5.9355	736	0.8328	0.3014	0.8328	0.9126
0.279	5.9516	738	0.8703	0.3036	0.8703	0.9329
0.279	5.9677	740	0.8741	0.3036	0.8741	0.9349
0.279	5.9839	742	0.8732	0.2969	0.8732	0.9344
0.279	6.0	744	0.8982	0.3036	0.8982	0.9477
0.279	6.0161	746	0.9149	0.2828	0.9149	0.9565
0.279	6.0323	748	0.9535	0.2210	0.9535	0.9765
0.279	6.0484	750	0.9784	0.2210	0.9784	0.9891
0.279	6.0645	752	0.9663	0.2958	0.9663	0.9830
0.279	6.0806	754	0.9398	0.2958	0.9398	0.9694
0.279	6.0968	756	0.8884	0.2536	0.8884	0.9425
0.279	6.1129	758	0.8120	0.3195	0.8120	0.9011
0.279	6.1290	760	0.7808	0.2863	0.7808	0.8836
0.279	6.1452	762	0.7744	0.2863	0.7744	0.8800
0.279	6.1613	764	0.7937	0.2863	0.7937	0.8909
0.279	6.1774	766	0.8271	0.3040	0.8271	0.9095
0.279	6.1935	768	0.8494	0.3040	0.8494	0.9216
0.279	6.2097	770	0.8566	0.2641	0.8566	0.9255
0.279	6.2258	772	0.8820	0.2515	0.8820	0.9391
0.279	6.2419	774	0.9038	0.2390	0.9038	0.9507
0.279	6.2581	776	0.9614	0.2385	0.9614	0.9805
0.279	6.2742	778	0.9924	0.2181	0.9924	0.9962
0.279	6.2903	780	1.0267	0.2381	1.0267	1.0133
0.279	6.3065	782	1.0213	0.2720	1.0213	1.0106
0.279	6.3226	784	0.9795	0.2368	0.9795	0.9897
0.279	6.3387	786	0.9211	0.2611	0.9211	0.9597
0.279	6.3548	788	0.8850	0.2536	0.8850	0.9408
0.279	6.3710	790	0.8773	0.2536	0.8773	0.9366
0.279	6.3871	792	0.8726	0.2390	0.8726	0.9341
0.279	6.4032	794	0.9082	0.2536	0.9082	0.9530
0.279	6.4194	796	0.9792	0.2821	0.9792	0.9895
0.279	6.4355	798	1.0329	0.2783	1.0329	1.0163
0.279	6.4516	800	1.0606	0.2505	1.0606	1.0298
0.279	6.4677	802	1.0724	0.2505	1.0724	1.0355
0.279	6.4839	804	1.0574	0.2505	1.0574	1.0283
0.279	6.5	806	1.0281	0.3129	1.0281	1.0139
0.279	6.5161	808	0.9703	0.275	0.9703	0.9850
0.279	6.5323	810	0.9032	0.2536	0.9032	0.9503
0.279	6.5484	812	0.8509	0.2641	0.8509	0.9224
0.279	6.5645	814	0.8298	0.2564	0.8298	0.9110
0.279	6.5806	816	0.8095	0.2327	0.8095	0.8997
0.279	6.5968	818	0.8041	0.2327	0.8041	0.8967
0.279	6.6129	820	0.8285	0.2349	0.8285	0.9102
0.279	6.6290	822	0.8582	0.2349	0.8582	0.9264
0.279	6.6452	824	0.9077	0.2682	0.9077	0.9527
0.279	6.6613	826	0.9278	0.2287	0.9278	0.9632
0.279	6.6774	828	0.9375	0.2287	0.9375	0.9682
0.279	6.6935	830	0.9564	0.2368	0.9564	0.9780
0.279	6.7097	832	0.9684	0.1985	0.9684	0.9841
0.279	6.7258	834	0.9886	0.2072	0.9886	0.9943
0.279	6.7419	836	0.9882	0.2072	0.9882	0.9941
0.279	6.7581	838	1.0064	0.1792	1.0064	1.0032
0.279	6.7742	840	1.0421	0.2092	1.0421	1.0208
0.279	6.7903	842	1.0879	0.2168	1.0879	1.0430
0.279	6.8065	844	1.0761	0.2505	1.0761	1.0374
0.279	6.8226	846	1.0141	0.3002	1.0141	1.0070
0.279	6.8387	848	0.9836	0.3002	0.9836	0.9918
0.279	6.8548	850	0.9848	0.3002	0.9848	0.9924
0.279	6.8710	852	0.9900	0.3002	0.9900	0.9950
0.279	6.8871	854	0.9547	0.2945	0.9547	0.9771
0.279	6.9032	856	0.9053	0.3232	0.9053	0.9515
0.279	6.9194	858	0.8654	0.3232	0.8654	0.9303
0.279	6.9355	860	0.8571	0.3232	0.8571	0.9258
0.279	6.9516	862	0.8741	0.3232	0.8741	0.9349
0.279	6.9677	864	0.9010	0.3366	0.9010	0.9492
0.279	6.9839	866	0.9567	0.3058	0.9567	0.9781
0.279	7.0	868	0.9851	0.2945	0.9851	0.9925
0.279	7.0161	870	0.9741	0.2945	0.9741	0.9869
0.279	7.0323	872	0.9425	0.2884	0.9425	0.9708
0.279	7.0484	874	0.9111	0.2884	0.9111	0.9545
0.279	7.0645	876	0.9058	0.2884	0.9058	0.9517
0.279	7.0806	878	0.8762	0.3116	0.8762	0.9360
0.279	7.0968	880	0.8525	0.3178	0.8525	0.9233
0.279	7.1129	882	0.8522	0.3232	0.8522	0.9231
0.279	7.1290	884	0.8664	0.3232	0.8664	0.9308
0.279	7.1452	886	0.8970	0.3116	0.8970	0.9471
0.279	7.1613	888	0.9253	0.275	0.9253	0.9619
0.279	7.1774	890	0.9198	0.2927	0.9198	0.9591
0.279	7.1935	892	0.9207	0.2927	0.9207	0.9596
0.279	7.2097	894	0.9312	0.2814	0.9312	0.9650
0.279	7.2258	896	0.9647	0.3075	0.9647	0.9822
0.279	7.2419	898	0.9680	0.3075	0.9680	0.9839
0.279	7.2581	900	0.9286	0.2884	0.9286	0.9636
0.279	7.2742	902	0.8600	0.2683	0.8600	0.9274
0.279	7.2903	904	0.8142	0.2995	0.8142	0.9024
0.279	7.3065	906	0.7841	0.2995	0.7841	0.8855
0.279	7.3226	908	0.7904	0.2995	0.7904	0.8890
0.279	7.3387	910	0.8013	0.2995	0.8013	0.8951
0.279	7.3548	912	0.8162	0.3060	0.8162	0.9034
0.279	7.3710	914	0.8339	0.3178	0.8339	0.9132
0.279	7.3871	916	0.8560	0.3232	0.8560	0.9252
0.279	7.4032	918	0.8797	0.2866	0.8797	0.9379
0.279	7.4194	920	0.8829	0.3232	0.8829	0.9397
0.279	7.4355	922	0.8811	0.3232	0.8811	0.9387
0.279	7.4516	924	0.8772	0.3232	0.8772	0.9366
0.279	7.4677	926	0.8757	0.3232	0.8757	0.9358
0.279	7.4839	928	0.8727	0.3232	0.8727	0.9342
0.279	7.5	930	0.8907	0.3232	0.8907	0.9438
0.279	7.5161	932	0.9193	0.2866	0.9193	0.9588
0.279	7.5323	934	0.9312	0.2884	0.9312	0.9650
0.279	7.5484	936	0.9268	0.2821	0.9268	0.9627
0.279	7.5645	938	0.9400	0.2821	0.9400	0.9695
0.279	7.5806	940	0.9564	0.2958	0.9564	0.9780
0.279	7.5968	942	0.9425	0.2958	0.9425	0.9708
0.279	7.6129	944	0.9410	0.2958	0.9410	0.9701
0.279	7.6290	946	0.9126	0.2821	0.9126	0.9553
0.279	7.6452	948	0.8674	0.2457	0.8674	0.9314
0.279	7.6613	950	0.8499	0.2457	0.8499	0.9219
0.279	7.6774	952	0.8343	0.2457	0.8343	0.9134
0.279	7.6935	954	0.8068	0.2995	0.8068	0.8982
0.279	7.7097	956	0.7961	0.2975	0.7961	0.8922
0.279	7.7258	958	0.7991	0.2975	0.7991	0.8939
0.279	7.7419	960	0.8291	0.2995	0.8291	0.9105
0.279	7.7581	962	0.8508	0.2933	0.8508	0.9224
0.279	7.7742	964	0.8860	0.2683	0.8860	0.9413
0.279	7.7903	966	0.9263	0.2814	0.9263	0.9624
0.279	7.8065	968	0.9681	0.2814	0.9681	0.9839
0.279	7.8226	970	0.9907	0.2945	0.9907	0.9953
0.279	7.8387	972	1.0116	0.3129	1.0116	1.0058
0.279	7.8548	974	1.0201	0.3129	1.0201	1.0100
0.279	7.8710	976	1.0047	0.3129	1.0047	1.0023
0.279	7.8871	978	0.9748	0.2814	0.9748	0.9873
0.279	7.9032	980	0.9413	0.2814	0.9413	0.9702
0.279	7.9194	982	0.9246	0.2814	0.9246	0.9616
0.279	7.9355	984	0.9251	0.2814	0.9251	0.9618
0.279	7.9516	986	0.9430	0.2945	0.9430	0.9711
0.279	7.9677	988	0.9890	0.3019	0.9890	0.9945
0.279	7.9839	990	1.0134	0.2673	1.0134	1.0067
0.279	8.0	992	1.0195	0.2673	1.0195	1.0097
0.279	8.0161	994	1.0002	0.2673	1.0002	1.0001
0.279	8.0323	996	0.9806	0.2962	0.9806	0.9902
0.279	8.0484	998	0.9524	0.2962	0.9524	0.9759
0.061	8.0645	1000	0.9344	0.2814	0.9344	0.9666
0.061	8.0806	1002	0.9155	0.2814	0.9155	0.9568
0.061	8.0968	1004	0.9048	0.2814	0.9048	0.9512
0.061	8.1129	1006	0.9055	0.2814	0.9055	0.9516
0.061	8.1290	1008	0.9155	0.2814	0.9155	0.9568
0.061	8.1452	1010	0.9482	0.2701	0.9482	0.9738
0.061	8.1613	1012	0.9626	0.2962	0.9626	0.9811
0.061	8.1774	1014	0.9811	0.2608	0.9811	0.9905
0.061	8.1935	1016	0.9795	0.2608	0.9795	0.9897
0.061	8.2097	1018	0.9604	0.2962	0.9604	0.9800
0.061	8.2258	1020	0.9379	0.2945	0.9379	0.9684
0.061	8.2419	1022	0.9294	0.2945	0.9294	0.9640
0.061	8.2581	1024	0.9165	0.2753	0.9165	0.9573
0.061	8.2742	1026	0.9004	0.2611	0.9004	0.9489
0.061	8.2903	1028	0.8909	0.2536	0.8909	0.9439
0.061	8.3065	1030	0.8910	0.2536	0.8910	0.9439
0.061	8.3226	1032	0.8871	0.2457	0.8871	0.9419
0.061	8.3387	1034	0.8807	0.2457	0.8807	0.9384
0.061	8.3548	1036	0.8676	0.2457	0.8676	0.9314
0.061	8.3710	1038	0.8548	0.2457	0.8548	0.9245
0.061	8.3871	1040	0.8540	0.2457	0.8540	0.9241
0.061	8.4032	1042	0.8626	0.2457	0.8626	0.9288
0.061	8.4194	1044	0.8656	0.2457	0.8656	0.9304
0.061	8.4355	1046	0.8608	0.2457	0.8608	0.9278
0.061	8.4516	1048	0.8473	0.2457	0.8473	0.9205
0.061	8.4677	1050	0.8381	0.2457	0.8381	0.9155
0.061	8.4839	1052	0.8226	0.2306	0.8226	0.9070
0.061	8.5	1054	0.8181	0.2435	0.8181	0.9045
0.061	8.5161	1056	0.8289	0.2306	0.8289	0.9104
0.061	8.5323	1058	0.8513	0.2457	0.8513	0.9226
0.061	8.5484	1060	0.8665	0.2536	0.8665	0.9309
0.061	8.5645	1062	0.8928	0.2536	0.8928	0.9449
0.061	8.5806	1064	0.9211	0.2611	0.9211	0.9597
0.061	8.5968	1066	0.9450	0.2884	0.9450	0.9721
0.061	8.6129	1068	0.9801	0.2945	0.9801	0.9900
0.061	8.6290	1070	1.0062	0.3129	1.0062	1.0031
0.061	8.6452	1072	1.0307	0.2783	1.0307	1.0152
0.061	8.6613	1074	1.0477	0.2673	1.0477	1.0236
0.061	8.6774	1076	1.0723	0.2673	1.0723	1.0355
0.061	8.6935	1078	1.0770	0.2736	1.0770	1.0378
0.061	8.7097	1080	1.0749	0.2673	1.0749	1.0368
0.061	8.7258	1082	1.0549	0.2673	1.0549	1.0271
0.061	8.7419	1084	1.0212	0.2783	1.0212	1.0105
0.061	8.7581	1086	0.9908	0.3129	0.9908	0.9954
0.061	8.7742	1088	0.9681	0.3075	0.9681	0.9839
0.061	8.7903	1090	0.9419	0.2611	0.9419	0.9705
0.061	8.8065	1092	0.9220	0.2536	0.9220	0.9602
0.061	8.8226	1094	0.9179	0.2536	0.9179	0.9581
0.061	8.8387	1096	0.9142	0.2536	0.9142	0.9562
0.061	8.8548	1098	0.9015	0.2536	0.9015	0.9495
0.061	8.8710	1100	0.8943	0.2536	0.8943	0.9457
0.061	8.8871	1102	0.8940	0.2536	0.8940	0.9455
0.061	8.9032	1104	0.8937	0.2536	0.8937	0.9454
0.061	8.9194	1106	0.8998	0.2536	0.8998	0.9486
0.061	8.9355	1108	0.9010	0.2536	0.9010	0.9492
0.061	8.9516	1110	0.9035	0.2536	0.9035	0.9505
0.061	8.9677	1112	0.9090	0.2536	0.9090	0.9534
0.061	8.9839	1114	0.9231	0.2683	0.9231	0.9608
0.061	9.0	1116	0.9397	0.2814	0.9397	0.9694
0.061	9.0161	1118	0.9565	0.2814	0.9565	0.9780
0.061	9.0323	1120	0.9745	0.3002	0.9745	0.9872
0.061	9.0484	1122	0.9833	0.3129	0.9833	0.9916
0.061	9.0645	1124	0.9838	0.3129	0.9838	0.9919
0.061	9.0806	1126	0.9734	0.3002	0.9734	0.9866
0.061	9.0968	1128	0.9530	0.2814	0.9530	0.9762
0.061	9.1129	1130	0.9337	0.2814	0.9337	0.9663
0.061	9.1290	1132	0.9245	0.2814	0.9245	0.9615
0.061	9.1452	1134	0.9249	0.2814	0.9249	0.9617
0.061	9.1613	1136	0.9364	0.2814	0.9364	0.9677
0.061	9.1774	1138	0.9477	0.2814	0.9477	0.9735
0.061	9.1935	1140	0.9597	0.2875	0.9597	0.9796
0.061	9.2097	1142	0.9642	0.2875	0.9642	0.9819
0.061	9.2258	1144	0.9749	0.3002	0.9749	0.9874
0.061	9.2419	1146	0.9796	0.3002	0.9796	0.9898
0.061	9.2581	1148	0.9853	0.3002	0.9853	0.9926
0.061	9.2742	1150	0.9821	0.3002	0.9821	0.9910
0.061	9.2903	1152	0.9722	0.2875	0.9722	0.9860
0.061	9.3065	1154	0.9616	0.2875	0.9616	0.9806
0.061	9.3226	1156	0.9640	0.2875	0.9640	0.9819
0.061	9.3387	1158	0.9735	0.2875	0.9735	0.9867
0.061	9.3548	1160	0.9876	0.3002	0.9876	0.9938
0.061	9.3710	1162	0.9916	0.3002	0.9916	0.9958
0.061	9.3871	1164	0.9908	0.3002	0.9908	0.9954
0.061	9.4032	1166	0.9864	0.3002	0.9864	0.9932
0.061	9.4194	1168	0.9816	0.2875	0.9816	0.9908
0.061	9.4355	1170	0.9773	0.2875	0.9773	0.9886
0.061	9.4516	1172	0.9753	0.2875	0.9753	0.9876
0.061	9.4677	1174	0.9775	0.2875	0.9775	0.9887
0.061	9.4839	1176	0.9765	0.2875	0.9765	0.9882
0.061	9.5	1178	0.9737	0.2875	0.9737	0.9868
0.061	9.5161	1180	0.9699	0.2875	0.9699	0.9848
0.061	9.5323	1182	0.9672	0.2875	0.9672	0.9835
0.061	9.5484	1184	0.9658	0.2875	0.9658	0.9827
0.061	9.5645	1186	0.9682	0.2875	0.9682	0.9840
0.061	9.5806	1188	0.9735	0.2875	0.9735	0.9867
0.061	9.5968	1190	0.9791	0.2875	0.9791	0.9895
0.061	9.6129	1192	0.9818	0.2875	0.9818	0.9909
0.061	9.6290	1194	0.9845	0.2875	0.9845	0.9922
0.061	9.6452	1196	0.9882	0.2875	0.9882	0.9941
0.061	9.6613	1198	0.9915	0.3002	0.9915	0.9957
0.061	9.6774	1200	0.9966	0.3002	0.9966	0.9983
0.061	9.6935	1202	1.0015	0.3002	1.0015	1.0007
0.061	9.7097	1204	1.0051	0.3002	1.0051	1.0025
0.061	9.7258	1206	1.0051	0.3002	1.0051	1.0025
0.061	9.7419	1208	1.0037	0.3002	1.0037	1.0018
0.061	9.7581	1210	1.0019	0.3002	1.0019	1.0009
0.061	9.7742	1212	0.9993	0.3002	0.9993	0.9996
0.061	9.7903	1214	0.9972	0.3002	0.9972	0.9986
0.061	9.8065	1216	0.9936	0.3002	0.9936	0.9968
0.061	9.8226	1218	0.9907	0.3002	0.9907	0.9954
0.061	9.8387	1220	0.9894	0.3002	0.9894	0.9947
0.061	9.8548	1222	0.9901	0.3002	0.9901	0.9951
0.061	9.8710	1224	0.9919	0.3002	0.9919	0.9959
0.061	9.8871	1226	0.9915	0.3002	0.9915	0.9957
0.061	9.9032	1228	0.9905	0.3002	0.9905	0.9952
0.061	9.9194	1230	0.9902	0.3002	0.9902	0.9951
0.061	9.9355	1232	0.9897	0.3002	0.9897	0.9949
0.061	9.9516	1234	0.9897	0.3002	0.9897	0.9948
0.061	9.9677	1236	0.9899	0.3002	0.9899	0.9949
0.061	9.9839	1238	0.9903	0.3002	0.9903	0.9951
0.061	10.0	1240	0.9905	0.3002	0.9905	0.9952

Framework versions

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