ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k15_task3_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: 0.6605
• Qwk: 0.2871
• Mse: 0.6605
• Rmse: 0.8127

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	0.0227	2	3.6994	-0.0258	3.6994	1.9234
No log	0.0455	4	2.1952	-0.0695	2.1952	1.4816
No log	0.0682	6	1.4275	0.0255	1.4275	1.1948
No log	0.0909	8	1.4102	0.0210	1.4102	1.1875
No log	0.1136	10	0.8354	0.1799	0.8354	0.9140
No log	0.1364	12	0.8367	0.0631	0.8367	0.9147
No log	0.1591	14	1.0622	0.0431	1.0622	1.0306
No log	0.1818	16	1.1676	0.0431	1.1676	1.0806
No log	0.2045	18	1.0875	0.1000	1.0875	1.0428
No log	0.2273	20	0.8400	-0.0621	0.8400	0.9165
No log	0.25	22	0.7212	-0.1242	0.7212	0.8492
No log	0.2727	24	0.6748	0.0638	0.6748	0.8215
No log	0.2955	26	0.6427	0.0815	0.6427	0.8017
No log	0.3182	28	0.6204	-0.0370	0.6204	0.7876
No log	0.3409	30	0.6898	0.2099	0.6898	0.8305
No log	0.3636	32	0.9445	0.1111	0.9445	0.9718
No log	0.3864	34	1.1404	0.0	1.1404	1.0679
No log	0.4091	36	1.1864	0.0	1.1864	1.0892
No log	0.4318	38	0.8934	0.1807	0.8934	0.9452
No log	0.4545	40	0.7523	0.2077	0.7523	0.8673
No log	0.4773	42	0.6857	0.3661	0.6857	0.8281
No log	0.5	44	0.6180	0.1795	0.6180	0.7862
No log	0.5227	46	0.6337	0.3333	0.6337	0.7961
No log	0.5455	48	0.6598	0.1813	0.6598	0.8123
No log	0.5682	50	0.7261	0.2169	0.7261	0.8521
No log	0.5909	52	0.7729	0.1111	0.7729	0.8791
No log	0.6136	54	0.7190	-0.1200	0.7190	0.8479
No log	0.6364	56	0.7509	-0.0719	0.7509	0.8666
No log	0.6591	58	0.9679	0.1028	0.9679	0.9838
No log	0.6818	60	0.9297	0.0968	0.9297	0.9642
No log	0.7045	62	0.7162	0.0692	0.7162	0.8463
No log	0.7273	64	0.6516	0.0145	0.6516	0.8072
No log	0.75	66	0.6370	0.1111	0.6370	0.7981
No log	0.7727	68	0.5870	0.1773	0.5870	0.7662
No log	0.7955	70	0.5500	0.1515	0.5500	0.7416
No log	0.8182	72	0.5293	0.2653	0.5293	0.7275
No log	0.8409	74	0.5185	0.2653	0.5185	0.7200
No log	0.8636	76	0.5158	0.2222	0.5158	0.7182
No log	0.8864	78	0.5592	0.3333	0.5592	0.7478
No log	0.9091	80	0.5168	0.2222	0.5168	0.7189
No log	0.9318	82	0.5951	0.0476	0.5951	0.7714
No log	0.9545	84	0.5501	0.2653	0.5501	0.7417
No log	0.9773	86	0.7235	0.2150	0.7235	0.8506
No log	1.0	88	0.6513	0.2965	0.6513	0.8070
No log	1.0227	90	0.6048	0.1549	0.6048	0.7777
No log	1.0455	92	0.7736	0.1345	0.7736	0.8796
No log	1.0682	94	0.7414	0.1325	0.7414	0.8610
No log	1.0909	96	0.6055	0.0949	0.6055	0.7781
No log	1.1136	98	0.6435	0.3297	0.6435	0.8022
No log	1.1364	100	0.6476	0.2670	0.6476	0.8047
No log	1.1591	102	0.6053	0.0933	0.6053	0.7780
No log	1.1818	104	0.5916	0.0303	0.5916	0.7691
No log	1.2045	106	0.5675	0.0815	0.5675	0.7533
No log	1.2273	108	0.5742	0.1888	0.5742	0.7577
No log	1.25	110	0.6068	0.2821	0.6068	0.7790
No log	1.2727	112	0.5916	0.2418	0.5916	0.7692
No log	1.2955	114	0.6009	0.2911	0.6009	0.7752
No log	1.3182	116	0.6090	0.2611	0.6090	0.7804
No log	1.3409	118	0.5581	0.2908	0.5581	0.7471
No log	1.3636	120	0.7174	0.2153	0.7174	0.8470
No log	1.3864	122	0.7227	0.2549	0.7227	0.8501
No log	1.4091	124	0.6181	0.1913	0.6181	0.7862
No log	1.4318	126	0.6140	0.2165	0.6140	0.7836
No log	1.4545	128	0.5173	0.3197	0.5173	0.7192
No log	1.4773	130	0.5609	0.3533	0.5609	0.7489
No log	1.5	132	0.5982	0.3846	0.5982	0.7735
No log	1.5227	134	0.5735	0.3333	0.5735	0.7573
No log	1.5455	136	0.8739	0.1220	0.8739	0.9348
No log	1.5682	138	0.9351	0.0769	0.9351	0.9670
No log	1.5909	140	0.6341	0.2727	0.6341	0.7963
No log	1.6136	142	0.6825	0.1269	0.6825	0.8262
No log	1.6364	144	0.7462	0.2523	0.7462	0.8638
No log	1.6591	146	0.6203	0.3684	0.6203	0.7876
No log	1.6818	148	0.6995	0.2563	0.6995	0.8364
No log	1.7045	150	1.0312	0.2117	1.0312	1.0155
No log	1.7273	152	0.8744	0.3438	0.8744	0.9351
No log	1.75	154	0.6120	0.2558	0.6120	0.7823
No log	1.7727	156	0.6495	0.2842	0.6495	0.8059
No log	1.7955	158	0.6276	0.4157	0.6276	0.7922
No log	1.8182	160	0.6050	0.1832	0.6050	0.7778
No log	1.8409	162	0.6572	0.2410	0.6572	0.8107
No log	1.8636	164	0.6213	0.3118	0.6213	0.7882
No log	1.8864	166	0.6254	0.3778	0.6254	0.7908
No log	1.9091	168	0.6700	0.1285	0.6700	0.8185
No log	1.9318	170	0.8086	0.1388	0.8086	0.8992
No log	1.9545	172	0.6958	0.1818	0.6958	0.8341
No log	1.9773	174	0.6593	0.1716	0.6593	0.8120
No log	2.0	176	0.8161	0.1845	0.8161	0.9034
No log	2.0227	178	0.7734	0.1398	0.7734	0.8794
No log	2.0455	180	0.6825	0.0409	0.6825	0.8261
No log	2.0682	182	0.7014	0.0952	0.7014	0.8375
No log	2.0909	184	0.7404	0.0562	0.7404	0.8605
No log	2.1136	186	0.7227	0.1445	0.7227	0.8501
No log	2.1364	188	0.7515	0.2000	0.7515	0.8669
No log	2.1591	190	0.7337	0.2000	0.7337	0.8566
No log	2.1818	192	0.7764	0.1770	0.7764	0.8811
No log	2.2045	194	0.6826	0.1852	0.6826	0.8262
No log	2.2273	196	0.6930	0.1855	0.6930	0.8325
No log	2.25	198	0.7941	0.3138	0.7941	0.8911
No log	2.2727	200	0.8512	0.3171	0.8512	0.9226
No log	2.2955	202	0.9734	0.2180	0.9734	0.9866
No log	2.3182	204	0.8097	0.2863	0.8097	0.8998
No log	2.3409	206	0.7084	0.3077	0.7084	0.8417
No log	2.3636	208	0.7139	0.2269	0.7139	0.8450
No log	2.3864	210	0.8717	0.2821	0.8717	0.9336
No log	2.4091	212	1.0603	0.1938	1.0603	1.0297
No log	2.4318	214	0.8853	0.2068	0.8853	0.9409
No log	2.4545	216	0.7170	0.2897	0.7170	0.8468
No log	2.4773	218	0.6892	0.2390	0.6892	0.8302
No log	2.5	220	0.6972	0.2157	0.6972	0.8350
No log	2.5227	222	0.8458	0.1861	0.8458	0.9197
No log	2.5455	224	0.7983	0.2793	0.7983	0.8935
No log	2.5682	226	0.6610	0.2323	0.6610	0.8130
No log	2.5909	228	0.7802	0.2372	0.7802	0.8833
No log	2.6136	230	0.7081	0.2079	0.7081	0.8415
No log	2.6364	232	0.7251	0.2381	0.7251	0.8515
No log	2.6591	234	1.0724	0.1648	1.0724	1.0356
No log	2.6818	236	1.0500	0.1343	1.0500	1.0247
No log	2.7045	238	0.7787	0.2919	0.7787	0.8825
No log	2.7273	240	0.7020	0.2165	0.7020	0.8379
No log	2.75	242	0.7858	0.2217	0.7858	0.8865
No log	2.7727	244	0.6577	0.2637	0.6577	0.8110
No log	2.7955	246	0.8575	0.2134	0.8575	0.9260
No log	2.8182	248	0.9630	0.1571	0.9630	0.9813
No log	2.8409	250	0.7804	0.2877	0.7804	0.8834
No log	2.8636	252	0.6600	0.1364	0.6600	0.8124
No log	2.8864	254	0.6786	0.1158	0.6786	0.8238
No log	2.9091	256	0.6692	0.1364	0.6692	0.8180
No log	2.9318	258	0.7236	0.2161	0.7236	0.8506
No log	2.9545	260	0.7219	0.2161	0.7219	0.8496
No log	2.9773	262	0.7571	0.2511	0.7571	0.8701
No log	3.0	264	0.7429	0.2150	0.7429	0.8619
No log	3.0227	266	0.7691	0.25	0.7691	0.8770
No log	3.0455	268	0.8586	0.1811	0.8586	0.9266
No log	3.0682	270	0.8676	0.2124	0.8676	0.9314
No log	3.0909	272	0.8338	0.2126	0.8338	0.9131
No log	3.1136	274	0.8129	0.1867	0.8129	0.9016
No log	3.1364	276	0.6870	0.2239	0.6870	0.8288
No log	3.1591	278	0.6993	0.2621	0.6993	0.8362
No log	3.1818	280	0.8925	0.136	0.8925	0.9447
No log	3.2045	282	0.9013	0.1373	0.9013	0.9494
No log	3.2273	284	0.8091	0.2208	0.8091	0.8995
No log	3.25	286	0.6181	0.3498	0.6181	0.7862
No log	3.2727	288	0.5641	0.4455	0.5641	0.7510
No log	3.2955	290	0.5590	0.4455	0.5590	0.7477
No log	3.3182	292	0.6410	0.3860	0.6410	0.8006
No log	3.3409	294	1.0457	0.1635	1.0457	1.0226
No log	3.3636	296	1.1549	0.1704	1.1549	1.0746
No log	3.3864	298	0.9251	0.1373	0.9251	0.9618
No log	3.4091	300	0.6070	0.4019	0.6070	0.7791
No log	3.4318	302	0.6551	0.2621	0.6551	0.8094
No log	3.4545	304	0.7355	0.2217	0.7355	0.8576
No log	3.4773	306	0.6066	0.3299	0.6066	0.7788
No log	3.5	308	0.5639	0.4229	0.5639	0.7510
No log	3.5227	310	0.6756	0.2222	0.6756	0.8219
No log	3.5455	312	0.7974	0.1930	0.7974	0.8930
No log	3.5682	314	0.8800	0.2569	0.8800	0.9381
No log	3.5909	316	0.7419	0.2857	0.7419	0.8613
No log	3.6136	318	0.6685	0.2372	0.6685	0.8176
No log	3.6364	320	0.7262	0.25	0.7262	0.8522
No log	3.6591	322	0.8928	0.2188	0.8928	0.9449
No log	3.6818	324	0.9123	0.2191	0.9123	0.9551
No log	3.7045	326	0.9111	0.2258	0.9111	0.9545
No log	3.7273	328	0.8314	0.2129	0.8314	0.9118
No log	3.75	330	0.9503	0.2258	0.9503	0.9748
No log	3.7727	332	0.8990	0.2188	0.8990	0.9481
No log	3.7955	334	0.7246	0.2414	0.7246	0.8513
No log	3.8182	336	0.7106	0.2423	0.7106	0.8429
No log	3.8409	338	0.6300	0.3917	0.6300	0.7937
No log	3.8636	340	0.6906	0.2072	0.6906	0.8310
No log	3.8864	342	0.8309	0.2195	0.8309	0.9116
No log	3.9091	344	1.0642	0.1692	1.0642	1.0316
No log	3.9318	346	1.0672	0.1396	1.0672	1.0330
No log	3.9545	348	0.8069	0.2881	0.8069	0.8983
No log	3.9773	350	0.5802	0.2289	0.5802	0.7617
No log	4.0	352	0.6552	0.2563	0.6552	0.8094
No log	4.0227	354	0.8190	0.2208	0.8190	0.9050
No log	4.0455	356	0.7822	0.1698	0.7822	0.8844
No log	4.0682	358	0.6228	0.2563	0.6228	0.7892
No log	4.0909	360	0.5564	0.2663	0.5564	0.7459
No log	4.1136	362	0.6440	0.1818	0.6440	0.8025
No log	4.1364	364	0.7443	0.2217	0.7443	0.8627
No log	4.1591	366	0.7644	0.2566	0.7644	0.8743
No log	4.1818	368	0.7641	0.2566	0.7641	0.8741
No log	4.2045	370	0.6819	0.3571	0.6819	0.8257
No log	4.2273	372	0.6472	0.3778	0.6472	0.8045
No log	4.25	374	0.6820	0.3846	0.6820	0.8259
No log	4.2727	376	0.7053	0.4035	0.7053	0.8398
No log	4.2955	378	0.7983	0.2137	0.7983	0.8935
No log	4.3182	380	0.9103	0.1621	0.9103	0.9541
No log	4.3409	382	0.8945	0.1934	0.8945	0.9458
No log	4.3636	384	0.7130	0.3004	0.7130	0.8444
No log	4.3864	386	0.6244	0.3231	0.6244	0.7902
No log	4.4091	388	0.6196	0.1138	0.6196	0.7871
No log	4.4318	390	0.6230	0.1628	0.6230	0.7893
No log	4.4545	392	0.6833	0.3131	0.6833	0.8266
No log	4.4773	394	0.7489	0.2070	0.7489	0.8654
No log	4.5	396	0.7148	0.2000	0.7148	0.8455
No log	4.5227	398	0.7045	0.2593	0.7045	0.8394
No log	4.5455	400	0.6789	0.1628	0.6789	0.8239
No log	4.5682	402	0.6658	0.2222	0.6658	0.8160
No log	4.5909	404	0.6589	0.2233	0.6589	0.8117
No log	4.6136	406	0.7034	0.2464	0.7034	0.8387
No log	4.6364	408	0.7699	0.1786	0.7699	0.8774
No log	4.6591	410	0.7434	0.2511	0.7434	0.8622
No log	4.6818	412	0.6561	0.2000	0.6561	0.8100
No log	4.7045	414	0.6184	0.3591	0.6184	0.7864
No log	4.7273	416	0.6094	0.2889	0.6094	0.7806
No log	4.75	418	0.5873	0.2994	0.5873	0.7664
No log	4.7727	420	0.5950	0.3617	0.5950	0.7714
No log	4.7955	422	0.6633	0.2523	0.6633	0.8144
No log	4.8182	424	0.7481	0.2203	0.7481	0.8649
No log	4.8409	426	0.9217	0.1873	0.9217	0.9601
No log	4.8636	428	0.9191	0.1870	0.9191	0.9587
No log	4.8864	430	0.7368	0.25	0.7368	0.8584
No log	4.9091	432	0.6619	0.2075	0.6619	0.8136
No log	4.9318	434	0.6716	0.2000	0.6716	0.8195
No log	4.9545	436	0.7405	0.2146	0.7405	0.8605
No log	4.9773	438	0.8924	0.1261	0.8924	0.9447
No log	5.0	440	0.9386	0.1261	0.9386	0.9688
No log	5.0227	442	0.8184	0.2212	0.8184	0.9047
No log	5.0455	444	0.6701	0.2593	0.6701	0.8186
No log	5.0682	446	0.6590	0.2390	0.6590	0.8118
No log	5.0909	448	0.6578	0.2577	0.6578	0.8110
No log	5.1136	450	0.7969	0.2479	0.7969	0.8927
No log	5.1364	452	0.9410	0.1261	0.9410	0.9701
No log	5.1591	454	0.9971	0.1613	0.9971	0.9986
No log	5.1818	456	0.9020	0.1588	0.9020	0.9497
No log	5.2045	458	0.8379	0.1799	0.8379	0.9153
No log	5.2273	460	0.7224	0.2489	0.7224	0.8500
No log	5.25	462	0.6919	0.2711	0.6919	0.8318
No log	5.2727	464	0.7130	0.2489	0.7130	0.8444
No log	5.2955	466	0.8407	0.1588	0.8407	0.9169
No log	5.3182	468	0.9427	0.1613	0.9427	0.9709
No log	5.3409	470	0.9332	0.2195	0.9332	0.9660
No log	5.3636	472	0.7337	0.2941	0.7337	0.8565
No log	5.3864	474	0.6351	0.3722	0.6351	0.7969
No log	5.4091	476	0.6654	0.2877	0.6654	0.8157
No log	5.4318	478	0.6826	0.2877	0.6826	0.8262
No log	5.4545	480	0.6717	0.2727	0.6717	0.8196
No log	5.4773	482	0.6952	0.2423	0.6952	0.8338
No log	5.5	484	0.6965	0.2423	0.6965	0.8346
No log	5.5227	486	0.6520	0.2340	0.6520	0.8074
No log	5.5455	488	0.6203	0.2766	0.6203	0.7876
No log	5.5682	490	0.6152	0.3149	0.6152	0.7844
No log	5.5909	492	0.6260	0.3043	0.6260	0.7912
No log	5.6136	494	0.6712	0.2487	0.6712	0.8193
No log	5.6364	496	0.7668	0.2140	0.7668	0.8757
No log	5.6591	498	0.7728	0.2137	0.7728	0.8791
0.4159	5.6818	500	0.6836	0.2793	0.6836	0.8268
0.4159	5.7045	502	0.6384	0.2332	0.6384	0.7990
0.4159	5.7273	504	0.6197	0.2821	0.6197	0.7872
0.4159	5.75	506	0.6284	0.2821	0.6284	0.7927
0.4159	5.7727	508	0.7006	0.2000	0.7006	0.8370
0.4159	5.7955	510	0.8518	0.2199	0.8518	0.9229
0.4159	5.8182	512	0.9913	0.1937	0.9913	0.9956
0.4159	5.8409	514	0.9855	0.1934	0.9855	0.9927
0.4159	5.8636	516	0.8869	0.2195	0.8869	0.9418
0.4159	5.8864	518	0.7616	0.2340	0.7616	0.8727
0.4159	5.9091	520	0.6906	0.2838	0.6906	0.8310
0.4159	5.9318	522	0.6565	0.3180	0.6565	0.8103
0.4159	5.9545	524	0.6387	0.2830	0.6387	0.7992
0.4159	5.9773	526	0.6652	0.3242	0.6652	0.8156
0.4159	6.0	528	0.6961	0.2287	0.6961	0.8343
0.4159	6.0227	530	0.7414	0.2489	0.7414	0.8610
0.4159	6.0455	532	0.7456	0.2489	0.7456	0.8635
0.4159	6.0682	534	0.6575	0.2963	0.6575	0.8109
0.4159	6.0909	536	0.6050	0.3402	0.6050	0.7778
0.4159	6.1136	538	0.5910	0.4526	0.5910	0.7687
0.4159	6.1364	540	0.6137	0.3089	0.6137	0.7834
0.4159	6.1591	542	0.6392	0.3131	0.6392	0.7995
0.4159	6.1818	544	0.6024	0.3862	0.6024	0.7761
0.4159	6.2045	546	0.5838	0.4105	0.5838	0.7641
0.4159	6.2273	548	0.5800	0.3730	0.5800	0.7616
0.4159	6.25	550	0.5846	0.4105	0.5846	0.7646
0.4159	6.2727	552	0.6107	0.3161	0.6107	0.7815
0.4159	6.2955	554	0.6672	0.2245	0.6672	0.8168
0.4159	6.3182	556	0.6786	0.2621	0.6786	0.8238
0.4159	6.3409	558	0.6436	0.24	0.6436	0.8022
0.4159	6.3636	560	0.6230	0.2727	0.6230	0.7893
0.4159	6.3864	562	0.6254	0.2727	0.6254	0.7908
0.4159	6.4091	564	0.6560	0.2692	0.6560	0.8099
0.4159	6.4318	566	0.7099	0.2489	0.7099	0.8425
0.4159	6.4545	568	0.8202	0.1203	0.8202	0.9057
0.4159	6.4773	570	0.8960	0.1261	0.8960	0.9466
0.4159	6.5	572	0.8423	0.1203	0.8423	0.9178
0.4159	6.5227	574	0.7306	0.2775	0.7306	0.8547
0.4159	6.5455	576	0.6446	0.2727	0.6446	0.8029
0.4159	6.5682	578	0.6222	0.3035	0.6222	0.7888
0.4159	6.5909	580	0.6396	0.2727	0.6396	0.7998
0.4159	6.6136	582	0.6889	0.3028	0.6889	0.8300
0.4159	6.6364	584	0.7061	0.3004	0.7061	0.8403
0.4159	6.6591	586	0.6729	0.2676	0.6729	0.8203
0.4159	6.6818	588	0.6161	0.3161	0.6161	0.7849
0.4159	6.7045	590	0.6103	0.3469	0.6103	0.7812
0.4159	6.7273	592	0.5990	0.3769	0.5990	0.7740
0.4159	6.75	594	0.6382	0.2709	0.6382	0.7989
0.4159	6.7727	596	0.7332	0.2287	0.7332	0.8563
0.4159	6.7955	598	0.7494	0.2287	0.7494	0.8657
0.4159	6.8182	600	0.6723	0.2536	0.6723	0.8199
0.4159	6.8409	602	0.6456	0.2487	0.6456	0.8035
0.4159	6.8636	604	0.6440	0.2577	0.6440	0.8025
0.4159	6.8864	606	0.6417	0.2487	0.6417	0.8011
0.4159	6.9091	608	0.6443	0.2083	0.6443	0.8027
0.4159	6.9318	610	0.6787	0.2157	0.6787	0.8238
0.4159	6.9545	612	0.7302	0.2150	0.7302	0.8545
0.4159	6.9773	614	0.7240	0.2150	0.7240	0.8509
0.4159	7.0	616	0.7055	0.2153	0.7055	0.8400
0.4159	7.0227	618	0.7017	0.2075	0.7017	0.8377
0.4159	7.0455	620	0.6896	0.2372	0.6896	0.8304
0.4159	7.0682	622	0.6583	0.2986	0.6583	0.8114
0.4159	7.0909	624	0.6270	0.2965	0.6270	0.7919
0.4159	7.1136	626	0.6216	0.2965	0.6216	0.7884
0.4159	7.1364	628	0.6221	0.3333	0.6221	0.7888
0.4159	7.1591	630	0.6276	0.3333	0.6276	0.7922
0.4159	7.1818	632	0.6499	0.2709	0.6499	0.8062
0.4159	7.2045	634	0.6674	0.2577	0.6674	0.8170
0.4159	7.2273	636	0.6677	0.2577	0.6677	0.8171
0.4159	7.25	638	0.6392	0.2653	0.6392	0.7995
0.4159	7.2727	640	0.6528	0.2000	0.6528	0.8080
0.4159	7.2955	642	0.6896	0.2245	0.6896	0.8304
0.4159	7.3182	644	0.7685	0.2227	0.7685	0.8766
0.4159	7.3409	646	0.8162	0.2542	0.8162	0.9034
0.4159	7.3636	648	0.7849	0.2217	0.7849	0.8860
0.4159	7.3864	650	0.7187	0.2157	0.7187	0.8478
0.4159	7.4091	652	0.6487	0.1515	0.6487	0.8054
0.4159	7.4318	654	0.6254	0.2593	0.6254	0.7908
0.4159	7.4545	656	0.6294	0.2893	0.6294	0.7934
0.4159	7.4773	658	0.6393	0.2563	0.6393	0.7995
0.4159	7.5	660	0.6650	0.2607	0.6650	0.8155
0.4159	7.5227	662	0.6839	0.2607	0.6839	0.8270
0.4159	7.5455	664	0.6995	0.2300	0.6995	0.8363
0.4159	7.5682	666	0.7168	0.2294	0.7168	0.8466
0.4159	7.5909	668	0.6946	0.2294	0.6946	0.8335
0.4159	7.6136	670	0.6672	0.2607	0.6672	0.8168
0.4159	7.6364	672	0.6939	0.2287	0.6939	0.8330
0.4159	7.6591	674	0.7497	0.25	0.7497	0.8659
0.4159	7.6818	676	0.7339	0.2146	0.7339	0.8567
0.4159	7.7045	678	0.7317	0.2146	0.7317	0.8554
0.4159	7.7273	680	0.7677	0.25	0.7677	0.8762
0.4159	7.75	682	0.7441	0.2146	0.7441	0.8626
0.4159	7.7727	684	0.7063	0.2146	0.7063	0.8404
0.4159	7.7955	686	0.6719	0.2153	0.6719	0.8197
0.4159	7.8182	688	0.6630	0.2153	0.6630	0.8142
0.4159	7.8409	690	0.6689	0.2153	0.6689	0.8178
0.4159	7.8636	692	0.6657	0.2157	0.6657	0.8159
0.4159	7.8864	694	0.6508	0.2577	0.6508	0.8067
0.4159	7.9091	696	0.6276	0.2709	0.6276	0.7922
0.4159	7.9318	698	0.6199	0.2727	0.6199	0.7873
0.4159	7.9545	700	0.6301	0.2709	0.6301	0.7938
0.4159	7.9773	702	0.6657	0.2487	0.6657	0.8159
0.4159	8.0	704	0.6784	0.2549	0.6784	0.8237
0.4159	8.0227	706	0.6751	0.2464	0.6751	0.8217
0.4159	8.0455	708	0.6552	0.2709	0.6552	0.8095
0.4159	8.0682	710	0.6391	0.2709	0.6391	0.7994
0.4159	8.0909	712	0.6483	0.2692	0.6483	0.8052
0.4159	8.1136	714	0.6832	0.2676	0.6832	0.8265
0.4159	8.1364	716	0.6933	0.2661	0.6933	0.8327
0.4159	8.1591	718	0.7070	0.2744	0.7070	0.8408
0.4159	8.1818	720	0.7449	0.2146	0.7449	0.8631
0.4159	8.2045	722	0.7707	0.2146	0.7707	0.8779
0.4159	8.2273	724	0.7948	0.2222	0.7948	0.8915
0.4159	8.25	726	0.8220	0.1855	0.8220	0.9066
0.4159	8.2727	728	0.8143	0.1855	0.8143	0.9024
0.4159	8.2955	730	0.8444	0.2542	0.8444	0.9189
0.4159	8.3182	732	0.8549	0.2510	0.8549	0.9246
0.4159	8.3409	734	0.8578	0.2510	0.8578	0.9262
0.4159	8.3636	736	0.8788	0.2510	0.8788	0.9374
0.4159	8.3864	738	0.9048	0.25	0.9048	0.9512
0.4159	8.4091	740	0.9082	0.25	0.9082	0.9530
0.4159	8.4318	742	0.8464	0.2531	0.8464	0.9200
0.4159	8.4545	744	0.7614	0.2523	0.7614	0.8726
0.4159	8.4773	746	0.6955	0.2464	0.6955	0.8339
0.4159	8.5	748	0.6660	0.28	0.6660	0.8161
0.4159	8.5227	750	0.6669	0.28	0.6669	0.8167
0.4159	8.5455	752	0.6740	0.2893	0.6740	0.8210
0.4159	8.5682	754	0.6929	0.2475	0.6929	0.8324
0.4159	8.5909	756	0.7232	0.2153	0.7232	0.8504
0.4159	8.6136	758	0.7295	0.2150	0.7295	0.8541
0.4159	8.6364	760	0.7190	0.2233	0.7190	0.8479
0.4159	8.6591	762	0.7061	0.2536	0.7061	0.8403
0.4159	8.6818	764	0.6994	0.2536	0.6994	0.8363
0.4159	8.7045	766	0.6808	0.2850	0.6808	0.8251
0.4159	8.7273	768	0.6911	0.2941	0.6911	0.8313
0.4159	8.75	770	0.7194	0.2536	0.7194	0.8482
0.4159	8.7727	772	0.7567	0.2222	0.7567	0.8699
0.4159	8.7955	774	0.7893	0.2222	0.7893	0.8884
0.4159	8.8182	776	0.7991	0.2222	0.7991	0.8939
0.4159	8.8409	778	0.7795	0.2222	0.7795	0.8829
0.4159	8.8636	780	0.7532	0.2222	0.7532	0.8679
0.4159	8.8864	782	0.7068	0.2536	0.7068	0.8407
0.4159	8.9091	784	0.6603	0.3171	0.6603	0.8126
0.4159	8.9318	786	0.6236	0.3367	0.6236	0.7897
0.4159	8.9545	788	0.6064	0.3267	0.6064	0.7787
0.4159	8.9773	790	0.5970	0.3333	0.5970	0.7727
0.4159	9.0	792	0.5963	0.3333	0.5963	0.7722
0.4159	9.0227	794	0.6047	0.3267	0.6047	0.7776
0.4159	9.0455	796	0.6286	0.3010	0.6286	0.7929
0.4159	9.0682	798	0.6661	0.2850	0.6661	0.8162
0.4159	9.0909	800	0.6940	0.2850	0.6940	0.8331
0.4159	9.1136	802	0.7335	0.2227	0.7335	0.8564
0.4159	9.1364	804	0.7664	0.2222	0.7664	0.8754
0.4159	9.1591	806	0.7793	0.2222	0.7793	0.8828
0.4159	9.1818	808	0.7845	0.2222	0.7845	0.8857
0.4159	9.2045	810	0.7696	0.2222	0.7696	0.8773
0.4159	9.2273	812	0.7384	0.2227	0.7384	0.8593
0.4159	9.25	814	0.7091	0.2153	0.7091	0.8421
0.4159	9.2727	816	0.6891	0.2453	0.6891	0.8301
0.4159	9.2955	818	0.6752	0.2850	0.6752	0.8217
0.4159	9.3182	820	0.6640	0.2893	0.6640	0.8149
0.4159	9.3409	822	0.6641	0.2893	0.6641	0.8149
0.4159	9.3636	824	0.6666	0.2871	0.6666	0.8164
0.4159	9.3864	826	0.6720	0.2871	0.6720	0.8197
0.4159	9.4091	828	0.6806	0.2453	0.6806	0.8250
0.4159	9.4318	830	0.6898	0.2453	0.6898	0.8306
0.4159	9.4545	832	0.6996	0.2153	0.6996	0.8364
0.4159	9.4773	834	0.7026	0.2153	0.7026	0.8382
0.4159	9.5	836	0.6964	0.2153	0.6964	0.8345
0.4159	9.5227	838	0.6913	0.2453	0.6913	0.8314
0.4159	9.5455	840	0.6927	0.2153	0.6927	0.8323
0.4159	9.5682	842	0.6966	0.2153	0.6966	0.8346
0.4159	9.5909	844	0.6965	0.2153	0.6965	0.8346
0.4159	9.6136	846	0.6957	0.2153	0.6957	0.8341
0.4159	9.6364	848	0.6965	0.2153	0.6965	0.8346
0.4159	9.6591	850	0.6934	0.2153	0.6934	0.8327
0.4159	9.6818	852	0.6880	0.2453	0.6880	0.8294
0.4159	9.7045	854	0.6760	0.2871	0.6760	0.8222
0.4159	9.7273	856	0.6657	0.2871	0.6657	0.8159
0.4159	9.75	858	0.6617	0.2871	0.6617	0.8134
0.4159	9.7727	860	0.6581	0.2871	0.6581	0.8112
0.4159	9.7955	862	0.6578	0.2871	0.6578	0.8110
0.4159	9.8182	864	0.6610	0.2871	0.6610	0.8130
0.4159	9.8409	866	0.6629	0.2871	0.6629	0.8142
0.4159	9.8636	868	0.6618	0.2871	0.6618	0.8135
0.4159	9.8864	870	0.6613	0.2871	0.6613	0.8132
0.4159	9.9091	872	0.6620	0.2871	0.6620	0.8136
0.4159	9.9318	874	0.6622	0.2871	0.6622	0.8138
0.4159	9.9545	876	0.6616	0.2871	0.6616	0.8134
0.4159	9.9773	878	0.6609	0.2871	0.6609	0.8130
0.4159	10.0	880	0.6605	0.2871	0.6605	0.8127

Framework versions

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