ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k16_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: 0.6334
• Qwk: 0.3295
• Mse: 0.6334
• Rmse: 0.7958

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	0.0247	2	3.2706	0.0145	3.2706	1.8085
No log	0.0494	4	1.4778	0.0255	1.4778	1.2157
No log	0.0741	6	1.0249	0.0866	1.0249	1.0124
No log	0.0988	8	0.6939	0.0617	0.6939	0.8330
No log	0.1235	10	0.5934	0.1667	0.5934	0.7704
No log	0.1481	12	0.5979	0.1667	0.5979	0.7732
No log	0.1728	14	0.8431	0.1781	0.8431	0.9182
No log	0.1975	16	0.6177	0.0933	0.6177	0.7859
No log	0.2222	18	0.6589	0.0545	0.6589	0.8117
No log	0.2469	20	0.7836	0.1746	0.7836	0.8852
No log	0.2716	22	0.8881	0.0741	0.8881	0.9424
No log	0.2963	24	0.6684	0.0617	0.6684	0.8176
No log	0.3210	26	0.6445	0.0504	0.6445	0.8028
No log	0.3457	28	0.8440	0.0769	0.8440	0.9187
No log	0.3704	30	0.7799	0.0638	0.7799	0.8831
No log	0.3951	32	0.6675	0.1163	0.6675	0.8170
No log	0.4198	34	0.8202	0.2074	0.8202	0.9057
No log	0.4444	36	0.7041	0.0968	0.7041	0.8391
No log	0.4691	38	0.7211	0.1837	0.7211	0.8492
No log	0.4938	40	0.7405	0.2381	0.7405	0.8605
No log	0.5185	42	0.7878	0.2432	0.7878	0.8876
No log	0.5432	44	0.7583	0.2140	0.7583	0.8708
No log	0.5679	46	0.7934	0.1515	0.7934	0.8907
No log	0.5926	48	0.8406	0.1469	0.8406	0.9169
No log	0.6173	50	0.6859	0.1364	0.6859	0.8282
No log	0.6420	52	0.5919	0.2632	0.5919	0.7693
No log	0.6667	54	0.9208	0.0476	0.9208	0.9596
No log	0.6914	56	0.7030	0.2644	0.7030	0.8385
No log	0.7160	58	0.5943	0.1176	0.5943	0.7709
No log	0.7407	60	0.5923	0.1278	0.5923	0.7696
No log	0.7654	62	0.5825	0.0857	0.5825	0.7632
No log	0.7901	64	0.6276	0.1053	0.6276	0.7922
No log	0.8148	66	0.8825	0.1549	0.8825	0.9394
No log	0.8395	68	0.6715	0.2179	0.6715	0.8194
No log	0.8642	70	0.8610	0.1453	0.8610	0.9279
No log	0.8889	72	0.7857	0.2511	0.7857	0.8864
No log	0.9136	74	0.8496	0.2579	0.8496	0.9218
No log	0.9383	76	0.7328	0.1919	0.7328	0.8560
No log	0.9630	78	0.8293	0.2308	0.8293	0.9107
No log	0.9877	80	0.8066	0.2308	0.8066	0.8981
No log	1.0123	82	0.6806	0.1732	0.6806	0.8250
No log	1.0370	84	1.0165	0.1186	1.0165	1.0082
No log	1.0617	86	1.1797	0.0959	1.1797	1.0861
No log	1.0864	88	0.6460	0.1899	0.6460	0.8037
No log	1.1111	90	0.6415	0.2090	0.6415	0.8009
No log	1.1358	92	0.6923	0.1529	0.6923	0.8320
No log	1.1605	94	0.6524	0.2179	0.6524	0.8077
No log	1.1852	96	0.6608	0.2179	0.6608	0.8129
No log	1.2099	98	0.8759	0.2269	0.8759	0.9359
No log	1.2346	100	0.7789	0.3593	0.7789	0.8825
No log	1.2593	102	0.7643	0.1256	0.7643	0.8742
No log	1.2840	104	0.7591	0.2294	0.7591	0.8713
No log	1.3086	106	1.1617	0.1293	1.1617	1.0778
No log	1.3333	108	1.2061	0.1389	1.2061	1.0982
No log	1.3580	110	0.6936	0.2727	0.6936	0.8328
No log	1.3827	112	0.6676	0.2086	0.6676	0.8171
No log	1.4074	114	0.6555	0.1638	0.6555	0.8096
No log	1.4321	116	0.6319	0.0920	0.6319	0.7949
No log	1.4568	118	0.7368	0.2179	0.7368	0.8583
No log	1.4815	120	1.4521	0.0189	1.4521	1.2050
No log	1.5062	122	1.1009	0.1045	1.1009	1.0492
No log	1.5309	124	0.6045	0.0365	0.6045	0.7775
No log	1.5556	126	0.7708	0.1925	0.7708	0.8779
No log	1.5802	128	0.8038	0.1416	0.8038	0.8965
No log	1.6049	130	0.6036	0.1195	0.6036	0.7769
No log	1.6296	132	0.6206	0.2516	0.6206	0.7878
No log	1.6543	134	0.6308	0.1264	0.6308	0.7942
No log	1.6790	136	0.7748	0.1238	0.7748	0.8802
No log	1.7037	138	0.6906	0.1746	0.6906	0.8310
No log	1.7284	140	0.6256	0.1325	0.6256	0.7909
No log	1.7531	142	0.6420	0.1475	0.6420	0.8013
No log	1.7778	144	0.6765	0.2086	0.6765	0.8225
No log	1.8025	146	0.6561	0.1832	0.6561	0.8100
No log	1.8272	148	0.6949	0.3305	0.6949	0.8336
No log	1.8519	150	0.6857	0.2079	0.6857	0.8281
No log	1.8765	152	1.1367	0.1733	1.1367	1.0662
No log	1.9012	154	0.9513	0.2868	0.9513	0.9753
No log	1.9259	156	0.7199	0.2920	0.7199	0.8484
No log	1.9506	158	1.0308	0.1939	1.0308	1.0153
No log	1.9753	160	0.7850	0.2469	0.7850	0.8860
No log	2.0	162	0.8544	0.2696	0.8544	0.9243
No log	2.0247	164	1.3257	0.1566	1.3257	1.1514
No log	2.0494	166	1.0814	0.0335	1.0814	1.0399
No log	2.0741	168	0.6349	0.2941	0.6349	0.7968
No log	2.0988	170	0.7664	0.2000	0.7664	0.8755
No log	2.1235	172	0.6283	0.2000	0.6283	0.7927
No log	2.1481	174	0.8549	0.2423	0.8549	0.9246
No log	2.1728	176	1.0000	0.0949	1.0000	1.0000
No log	2.1975	178	0.6535	0.3617	0.6535	0.8084
No log	2.2222	180	0.5777	0.3043	0.5777	0.7600
No log	2.2469	182	0.6220	0.2842	0.6220	0.7887
No log	2.2716	184	0.5706	0.3191	0.5706	0.7554
No log	2.2963	186	0.6070	0.3469	0.6070	0.7791
No log	2.3210	188	0.7385	0.2811	0.7385	0.8593
No log	2.3457	190	0.6876	0.3905	0.6876	0.8292
No log	2.3704	192	0.5455	0.3089	0.5455	0.7386
No log	2.3951	194	0.5729	0.3016	0.5729	0.7569
No log	2.4198	196	0.5443	0.3224	0.5443	0.7377
No log	2.4444	198	0.6699	0.3171	0.6699	0.8185
No log	2.4691	200	0.6840	0.2871	0.6840	0.8270
No log	2.4938	202	0.8064	0.2681	0.8064	0.8980
No log	2.5185	204	0.6420	0.3263	0.6420	0.8013
No log	2.5432	206	0.5728	0.3136	0.5728	0.7568
No log	2.5679	208	0.5837	0.2381	0.5837	0.7640
No log	2.5926	210	0.6714	0.36	0.6714	0.8194
No log	2.6173	212	1.3787	0.1573	1.3787	1.1742
No log	2.6420	214	1.6658	0.1784	1.6658	1.2907
No log	2.6667	216	1.0086	0.1765	1.0086	1.0043
No log	2.6914	218	0.6100	0.3978	0.6100	0.7810
No log	2.7160	220	0.6307	0.3661	0.6307	0.7942
No log	2.7407	222	0.8203	0.2143	0.8203	0.9057
No log	2.7654	224	1.3321	0.1153	1.3321	1.1542
No log	2.7901	226	1.1853	0.0850	1.1853	1.0887
No log	2.8148	228	0.7648	0.2146	0.7648	0.8746
No log	2.8395	230	0.5865	0.2911	0.5865	0.7658
No log	2.8642	232	0.5982	0.2911	0.5982	0.7734
No log	2.8889	234	0.7384	0.2153	0.7384	0.8593
No log	2.9136	236	1.2023	0.0831	1.2023	1.0965
No log	2.9383	238	1.2391	0.0588	1.2391	1.1131
No log	2.9630	240	0.8000	0.1481	0.8000	0.8945
No log	2.9877	242	0.5927	0.3086	0.5927	0.7699
No log	3.0123	244	0.5935	0.3659	0.5935	0.7704
No log	3.0370	246	0.6447	0.2941	0.6447	0.8029
No log	3.0617	248	0.8114	0.1481	0.8114	0.9008
No log	3.0864	250	0.9813	0.1605	0.9813	0.9906
No log	3.1111	252	0.7476	0.2709	0.7476	0.8647
No log	3.1358	254	0.7153	0.2157	0.7153	0.8458
No log	3.1605	256	0.7925	0.2709	0.7925	0.8902
No log	3.1852	258	0.8100	0.1675	0.8100	0.9000
No log	3.2099	260	0.9737	0.1504	0.9737	0.9868
No log	3.2346	262	0.7968	0.1287	0.7968	0.8927
No log	3.2593	264	0.6791	0.2821	0.6791	0.8241
No log	3.2840	266	0.6744	0.3369	0.6744	0.8212
No log	3.3086	268	0.8353	0.0955	0.8353	0.9139
No log	3.3333	270	0.9576	0.0407	0.9576	0.9786
No log	3.3580	272	0.9224	-0.0046	0.9224	0.9604
No log	3.3827	274	0.7147	0.2766	0.7147	0.8454
No log	3.4074	276	0.6922	0.2464	0.6922	0.8320
No log	3.4321	278	0.6711	0.3061	0.6711	0.8192
No log	3.4568	280	0.7094	0.2086	0.7094	0.8423
No log	3.4815	282	0.7248	0.2086	0.7248	0.8513
No log	3.5062	284	0.6903	0.2086	0.6903	0.8308
No log	3.5309	286	0.6496	0.2090	0.6496	0.8060
No log	3.5556	288	0.7152	0.25	0.7152	0.8457
No log	3.5802	290	0.6628	0.2086	0.6628	0.8141
No log	3.6049	292	0.6316	0.2865	0.6316	0.7947
No log	3.6296	294	0.6034	0.3636	0.6034	0.7768
No log	3.6543	296	0.6264	0.3258	0.6264	0.7915
No log	3.6790	298	0.6434	0.3224	0.6434	0.8021
No log	3.7037	300	0.7114	0.2079	0.7114	0.8434
No log	3.7284	302	0.6266	0.3295	0.6266	0.7916
No log	3.7531	304	0.6089	0.3297	0.6089	0.7803
No log	3.7778	306	0.5939	0.3412	0.5939	0.7706
No log	3.8025	308	0.6337	0.2090	0.6337	0.7961
No log	3.8272	310	0.8625	0.1211	0.8625	0.9287
No log	3.8519	312	0.8365	0.1211	0.8365	0.9146
No log	3.8765	314	0.6339	0.3407	0.6339	0.7962
No log	3.9012	316	0.5603	0.3924	0.5603	0.7485
No log	3.9259	318	0.5560	0.3292	0.5560	0.7456
No log	3.9506	320	0.6257	0.3684	0.6257	0.7910
No log	3.9753	322	0.9626	0.1250	0.9626	0.9811
No log	4.0	324	1.2520	0.1420	1.2520	1.1189
No log	4.0247	326	1.0531	0.1882	1.0531	1.0262
No log	4.0494	328	0.7027	0.2475	0.7027	0.8383
No log	4.0741	330	0.6563	0.2780	0.6563	0.8101
No log	4.0988	332	0.6974	0.2475	0.6974	0.8351
No log	4.1235	334	0.8438	0.1852	0.8438	0.9186
No log	4.1481	336	0.8084	0.1538	0.8084	0.8991
No log	4.1728	338	0.6055	0.4220	0.6055	0.7781
No log	4.1975	340	0.5871	0.3103	0.5871	0.7662
No log	4.2222	342	0.5731	0.3208	0.5731	0.7571
No log	4.2469	344	0.5913	0.3412	0.5913	0.7690
No log	4.2716	346	0.6137	0.2683	0.6137	0.7834
No log	4.2963	348	0.5849	0.2208	0.5849	0.7648
No log	4.3210	350	0.5791	0.3865	0.5791	0.7610
No log	4.3457	352	0.6120	0.2201	0.6120	0.7823
No log	4.3704	354	0.6283	0.1716	0.6283	0.7927
No log	4.3951	356	0.6282	0.2090	0.6282	0.7926
No log	4.4198	358	0.6473	0.2527	0.6473	0.8046
No log	4.4444	360	0.6146	0.3171	0.6146	0.7839
No log	4.4691	362	0.6263	0.2749	0.6263	0.7914
No log	4.4938	364	0.6576	0.2865	0.6576	0.8109
No log	4.5185	366	0.6663	0.2787	0.6663	0.8163
No log	4.5432	368	0.7730	0.1759	0.7730	0.8792
No log	4.5679	370	0.7785	0.1340	0.7785	0.8823
No log	4.5926	372	0.7605	0.1340	0.7605	0.8721
No log	4.6173	374	0.6826	0.2914	0.6826	0.8262
No log	4.6420	376	0.6486	0.3659	0.6486	0.8053
No log	4.6667	378	0.6366	0.3659	0.6366	0.7979
No log	4.6914	380	0.6417	0.35	0.6417	0.8011
No log	4.7160	382	0.6279	0.3208	0.6279	0.7924
No log	4.7407	384	0.6353	0.3659	0.6353	0.7970
No log	4.7654	386	0.7093	0.1285	0.7093	0.8422
No log	4.7901	388	0.7478	0.0899	0.7478	0.8648
No log	4.8148	390	0.6596	0.2457	0.6596	0.8121
No log	4.8395	392	0.6382	0.2970	0.6382	0.7989
No log	4.8642	394	0.6266	0.3563	0.6266	0.7916
No log	4.8889	396	0.6526	0.2093	0.6526	0.8078
No log	4.9136	398	0.6748	0.0838	0.6748	0.8215
No log	4.9383	400	0.6213	0.2593	0.6213	0.7882
No log	4.9630	402	0.5822	0.3208	0.5822	0.7630
No log	4.9877	404	0.5896	0.2611	0.5896	0.7678
No log	5.0123	406	0.5758	0.3208	0.5758	0.7588
No log	5.0370	408	0.5810	0.2883	0.5810	0.7622
No log	5.0617	410	0.6048	0.3054	0.6048	0.7777
No log	5.0864	412	0.6843	0.1746	0.6843	0.8272
No log	5.1111	414	0.7094	0.1746	0.7094	0.8423
No log	5.1358	416	0.6536	0.2527	0.6536	0.8084
No log	5.1605	418	0.6451	0.2090	0.6451	0.8032
No log	5.1852	420	0.6764	0.2513	0.6764	0.8224
No log	5.2099	422	0.6795	0.2088	0.6795	0.8243
No log	5.2346	424	0.6699	0.2090	0.6699	0.8185
No log	5.2593	426	0.6555	0.3295	0.6555	0.8096
No log	5.2840	428	0.6919	0.2090	0.6919	0.8318
No log	5.3086	430	0.7951	0.1456	0.7951	0.8917
No log	5.3333	432	0.7674	0.1443	0.7674	0.8760
No log	5.3580	434	0.6477	0.2558	0.6477	0.8048
No log	5.3827	436	0.6230	0.3054	0.6230	0.7893
No log	5.4074	438	0.6334	0.2558	0.6334	0.7959
No log	5.4321	440	0.6549	0.2086	0.6549	0.8093
No log	5.4568	442	0.6390	0.2432	0.6390	0.7994
No log	5.4815	444	0.6246	0.2432	0.6246	0.7903
No log	5.5062	446	0.6242	0.2432	0.6242	0.7900
No log	5.5309	448	0.6007	0.4083	0.6007	0.7750
No log	5.5556	450	0.6054	0.3407	0.6054	0.7781
No log	5.5802	452	0.5958	0.4033	0.5958	0.7719
No log	5.6049	454	0.6072	0.2096	0.6072	0.7792
No log	5.6296	456	0.6528	0.1658	0.6528	0.8080
No log	5.6543	458	0.6045	0.2096	0.6045	0.7775
No log	5.6790	460	0.5808	0.35	0.5808	0.7621
No log	5.7037	462	0.5826	0.2099	0.5826	0.7633
No log	5.7284	464	0.5926	0.2096	0.5926	0.7698
No log	5.7531	466	0.5798	0.2099	0.5798	0.7614
No log	5.7778	468	0.5876	0.2096	0.5876	0.7665
No log	5.8025	470	0.5949	0.2558	0.5949	0.7713
No log	5.8272	472	0.6366	0.1658	0.6366	0.7979
No log	5.8519	474	0.6338	0.1658	0.6338	0.7961
No log	5.8765	476	0.5945	0.2941	0.5945	0.7710
No log	5.9012	478	0.5985	0.3636	0.5985	0.7736
No log	5.9259	480	0.6218	0.2000	0.6218	0.7885
No log	5.9506	482	0.6059	0.3333	0.6059	0.7784
No log	5.9753	484	0.5970	0.2109	0.5970	0.7727
No log	6.0	486	0.6317	0.2201	0.6317	0.7948
No log	6.0247	488	0.6272	0.2201	0.6272	0.7920
No log	6.0494	490	0.5980	0.2109	0.5980	0.7733
No log	6.0741	492	0.6438	0.1667	0.6438	0.8024
No log	6.0988	494	0.6602	0.1088	0.6602	0.8125
No log	6.1235	496	0.6297	0.2093	0.6297	0.7936
No log	6.1481	498	0.6035	0.1549	0.6035	0.7768
0.3918	6.1728	500	0.6009	0.1549	0.6009	0.7752
0.3918	6.1975	502	0.6023	0.2109	0.6023	0.7761
0.3918	6.2222	504	0.6099	0.1667	0.6099	0.7810
0.3918	6.2469	506	0.6201	0.2215	0.6201	0.7875
0.3918	6.2716	508	0.6314	0.2215	0.6314	0.7946
0.3918	6.2963	510	0.6173	0.2632	0.6173	0.7857
0.3918	6.3210	512	0.6207	0.2632	0.6207	0.7878
0.3918	6.3457	514	0.6280	0.2632	0.6280	0.7925
0.3918	6.3704	516	0.6704	0.1732	0.6704	0.8188
0.3918	6.3951	518	0.7145	0.1323	0.7145	0.8453
0.3918	6.4198	520	0.6557	0.2090	0.6557	0.8098
0.3918	6.4444	522	0.6078	0.3464	0.6078	0.7796
0.3918	6.4691	524	0.6045	0.3333	0.6045	0.7775
0.3918	6.4938	526	0.6069	0.3464	0.6069	0.7790
0.3918	6.5185	528	0.6502	0.2184	0.6502	0.8063
0.3918	6.5432	530	0.6329	0.2575	0.6329	0.7956
0.3918	6.5679	532	0.6220	0.2485	0.6220	0.7887
0.3918	6.5926	534	0.6056	0.3865	0.6056	0.7782
0.3918	6.6173	536	0.5989	0.3333	0.5989	0.7739
0.3918	6.6420	538	0.6083	0.3865	0.6083	0.7799
0.3918	6.6667	540	0.6769	0.1364	0.6769	0.8227
0.3918	6.6914	542	0.7488	0.1020	0.7488	0.8653
0.3918	6.7160	544	0.7262	0.0968	0.7262	0.8521
0.3918	6.7407	546	0.6335	0.1628	0.6335	0.7959
0.3918	6.7654	548	0.6193	0.3333	0.6193	0.7869
0.3918	6.7901	550	0.6248	0.2832	0.6248	0.7904
0.3918	6.8148	552	0.6544	0.1638	0.6544	0.8090
0.3918	6.8395	554	0.6462	0.1638	0.6462	0.8039
0.3918	6.8642	556	0.6136	0.3333	0.6136	0.7833
0.3918	6.8889	558	0.6000	0.3208	0.6000	0.7746
0.3918	6.9136	560	0.5953	0.3464	0.5953	0.7715
0.3918	6.9383	562	0.6006	0.3418	0.6006	0.7750
0.3918	6.9630	564	0.6212	0.1220	0.6212	0.7882
0.3918	6.9877	566	0.6086	0.25	0.6086	0.7801
0.3918	7.0123	568	0.6110	0.25	0.6110	0.7816
0.3918	7.0370	570	0.6439	0.1285	0.6439	0.8024
0.3918	7.0617	572	0.6390	0.2090	0.6390	0.7994
0.3918	7.0864	574	0.6418	0.2090	0.6418	0.8012
0.3918	7.1111	576	0.6455	0.1264	0.6455	0.8034
0.3918	7.1358	578	0.6255	0.1617	0.6255	0.7909
0.3918	7.1605	580	0.6139	0.2632	0.6139	0.7835
0.3918	7.1852	582	0.6355	0.1243	0.6355	0.7972
0.3918	7.2099	584	0.6499	0.1243	0.6499	0.8062
0.3918	7.2346	586	0.6413	0.1243	0.6413	0.8008
0.3918	7.2593	588	0.6023	0.2653	0.6023	0.7761
0.3918	7.2840	590	0.5986	0.3580	0.5986	0.7737
0.3918	7.3086	592	0.6226	0.1667	0.6226	0.7890
0.3918	7.3333	594	0.6191	0.1667	0.6191	0.7868
0.3918	7.3580	596	0.6001	0.3580	0.6001	0.7747
0.3918	7.3827	598	0.6153	0.2575	0.6153	0.7844
0.3918	7.4074	600	0.6302	0.2093	0.6302	0.7939
0.3918	7.4321	602	0.6430	0.2093	0.6430	0.8019
0.3918	7.4568	604	0.6744	0.2513	0.6744	0.8212
0.3918	7.4815	606	0.7004	0.2513	0.7004	0.8369
0.3918	7.5062	608	0.7189	0.1753	0.7189	0.8479
0.3918	7.5309	610	0.7065	0.2513	0.7065	0.8405
0.3918	7.5556	612	0.7034	0.2513	0.7034	0.8387
0.3918	7.5802	614	0.6883	0.2513	0.6883	0.8296
0.3918	7.6049	616	0.6741	0.2842	0.6741	0.8210
0.3918	7.6296	618	0.6478	0.2865	0.6478	0.8049
0.3918	7.6543	620	0.6228	0.2457	0.6228	0.7892
0.3918	7.6790	622	0.6175	0.2941	0.6175	0.7858
0.3918	7.7037	624	0.6051	0.4217	0.6051	0.7779
0.3918	7.7284	626	0.6135	0.3455	0.6135	0.7833
0.3918	7.7531	628	0.6614	0.1264	0.6614	0.8133
0.3918	7.7778	630	0.6845	0.1364	0.6845	0.8273
0.3918	7.8025	632	0.6576	0.1264	0.6576	0.8109
0.3918	7.8272	634	0.6205	0.2457	0.6205	0.7877
0.3918	7.8519	636	0.5920	0.3846	0.5920	0.7694
0.3918	7.8765	638	0.5848	0.3580	0.5848	0.7647
0.3918	7.9012	640	0.5847	0.3580	0.5847	0.7647
0.3918	7.9259	642	0.5897	0.3548	0.5897	0.7679
0.3918	7.9506	644	0.5885	0.3659	0.5885	0.7672
0.3918	7.9753	646	0.5923	0.3609	0.5923	0.7696
0.3918	8.0	648	0.6012	0.35	0.6012	0.7754
0.3918	8.0247	650	0.6063	0.2970	0.6063	0.7787
0.3918	8.0494	652	0.6159	0.2941	0.6159	0.7848
0.3918	8.0741	654	0.6331	0.1724	0.6331	0.7957
0.3918	8.0988	656	0.6330	0.0877	0.6330	0.7956
0.3918	8.1235	658	0.6088	0.2941	0.6088	0.7803
0.3918	8.1481	660	0.5919	0.3455	0.5919	0.7693
0.3918	8.1728	662	0.5842	0.3865	0.5842	0.7643
0.3918	8.1975	664	0.5745	0.3789	0.5745	0.7579
0.3918	8.2222	666	0.5702	0.3789	0.5702	0.7551
0.3918	8.2469	668	0.5688	0.3789	0.5688	0.7542
0.3918	8.2716	670	0.5739	0.3924	0.5739	0.7575
0.3918	8.2963	672	0.5835	0.3810	0.5835	0.7638
0.3918	8.3210	674	0.6162	0.2195	0.6162	0.7850
0.3918	8.3457	676	0.6506	0.0877	0.6506	0.8066
0.3918	8.3704	678	0.6753	0.0909	0.6753	0.8218
0.3918	8.3951	680	0.6575	0.0909	0.6575	0.8109
0.3918	8.4198	682	0.6249	0.2941	0.6249	0.7905
0.3918	8.4444	684	0.6034	0.3295	0.6034	0.7768
0.3918	8.4691	686	0.5943	0.3684	0.5943	0.7709
0.3918	8.4938	688	0.5920	0.3659	0.5920	0.7694
0.3918	8.5185	690	0.5946	0.3609	0.5946	0.7711
0.3918	8.5432	692	0.5989	0.3735	0.5989	0.7739
0.3918	8.5679	694	0.6074	0.3295	0.6074	0.7794
0.3918	8.5926	696	0.6382	0.2457	0.6382	0.7989
0.3918	8.6173	698	0.6772	0.2088	0.6772	0.8229
0.3918	8.6420	700	0.6811	0.2088	0.6811	0.8253
0.3918	8.6667	702	0.6617	0.2090	0.6617	0.8135
0.3918	8.6914	704	0.6371	0.2941	0.6371	0.7982
0.3918	8.7160	706	0.6244	0.3295	0.6244	0.7902
0.3918	8.7407	708	0.6172	0.3295	0.6172	0.7856
0.3918	8.7654	710	0.6148	0.3295	0.6148	0.7841
0.3918	8.7901	712	0.6180	0.3295	0.6180	0.7861
0.3918	8.8148	714	0.6166	0.3295	0.6166	0.7852
0.3918	8.8395	716	0.6202	0.3295	0.6202	0.7875
0.3918	8.8642	718	0.6219	0.3295	0.6219	0.7886
0.3918	8.8889	720	0.6330	0.3295	0.6330	0.7956
0.3918	8.9136	722	0.6372	0.2941	0.6372	0.7983
0.3918	8.9383	724	0.6346	0.3295	0.6346	0.7966
0.3918	8.9630	726	0.6279	0.3295	0.6279	0.7924
0.3918	8.9877	728	0.6333	0.3295	0.6333	0.7958
0.3918	9.0123	730	0.6326	0.3295	0.6326	0.7953
0.3918	9.0370	732	0.6326	0.2941	0.6326	0.7954
0.3918	9.0617	734	0.6327	0.2941	0.6327	0.7954
0.3918	9.0864	736	0.6419	0.2914	0.6419	0.8012
0.3918	9.1111	738	0.6346	0.2914	0.6346	0.7966
0.3918	9.1358	740	0.6208	0.3295	0.6208	0.7879
0.3918	9.1605	742	0.6112	0.3295	0.6112	0.7818
0.3918	9.1852	744	0.6085	0.3295	0.6085	0.7801
0.3918	9.2099	746	0.6082	0.3295	0.6082	0.7799
0.3918	9.2346	748	0.6053	0.3295	0.6053	0.7780
0.3918	9.2593	750	0.6069	0.3295	0.6069	0.7791
0.3918	9.2840	752	0.6091	0.3295	0.6091	0.7804
0.3918	9.3086	754	0.6163	0.3295	0.6163	0.7850
0.3918	9.3333	756	0.6203	0.3295	0.6203	0.7876
0.3918	9.3580	758	0.6283	0.2914	0.6283	0.7926
0.3918	9.3827	760	0.6282	0.3258	0.6282	0.7926
0.3918	9.4074	762	0.6261	0.3295	0.6261	0.7913
0.3918	9.4321	764	0.6268	0.3295	0.6268	0.7917
0.3918	9.4568	766	0.6252	0.3295	0.6252	0.7907
0.3918	9.4815	768	0.6228	0.3295	0.6228	0.7892
0.3918	9.5062	770	0.6220	0.3295	0.6220	0.7887
0.3918	9.5309	772	0.6214	0.3295	0.6214	0.7883
0.3918	9.5556	774	0.6245	0.3295	0.6245	0.7902
0.3918	9.5802	776	0.6243	0.3295	0.6243	0.7902
0.3918	9.6049	778	0.6212	0.3295	0.6212	0.7882
0.3918	9.6296	780	0.6181	0.3295	0.6181	0.7862
0.3918	9.6543	782	0.6174	0.3295	0.6174	0.7858
0.3918	9.6790	784	0.6167	0.3295	0.6167	0.7853
0.3918	9.7037	786	0.6172	0.3295	0.6172	0.7856
0.3918	9.7284	788	0.6196	0.3295	0.6196	0.7871
0.3918	9.7531	790	0.6214	0.3295	0.6214	0.7883
0.3918	9.7778	792	0.6236	0.3295	0.6236	0.7897
0.3918	9.8025	794	0.6257	0.3295	0.6257	0.7910
0.3918	9.8272	796	0.6269	0.3295	0.6269	0.7918
0.3918	9.8519	798	0.6284	0.3295	0.6284	0.7927
0.3918	9.8765	800	0.6309	0.3295	0.6309	0.7943
0.3918	9.9012	802	0.6327	0.3295	0.6327	0.7954
0.3918	9.9259	804	0.6332	0.3295	0.6332	0.7958
0.3918	9.9506	806	0.6337	0.3295	0.6337	0.7960
0.3918	9.9753	808	0.6336	0.3295	0.6336	0.7960
0.3918	10.0	810	0.6334	0.3295	0.6334	0.7958

Framework versions

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