ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k20_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: 0.9926
• Qwk: 0.2416
• Mse: 0.9926
• Rmse: 0.9963

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	0.0274	2	4.6582	-0.0132	4.6582	2.1583
No log	0.0548	4	2.7224	0.0426	2.7224	1.6500
No log	0.0822	6	2.0873	-0.0575	2.0873	1.4448
No log	0.1096	8	1.6910	0.0363	1.6910	1.3004
No log	0.1370	10	1.4268	0.0749	1.4268	1.1945
No log	0.1644	12	1.3851	0.0707	1.3851	1.1769
No log	0.1918	14	1.3767	-0.0064	1.3767	1.1733
No log	0.2192	16	1.4578	0.0227	1.4578	1.2074
No log	0.2466	18	1.4797	0.0227	1.4797	1.2164
No log	0.2740	20	1.4200	0.0667	1.4200	1.1916
No log	0.3014	22	1.4548	0.1588	1.4548	1.2061
No log	0.3288	24	1.7056	0.1489	1.7056	1.3060
No log	0.3562	26	2.1592	0.1163	2.1592	1.4694
No log	0.3836	28	1.9978	0.1717	1.9978	1.4134
No log	0.4110	30	1.2765	0.2752	1.2765	1.1298
No log	0.4384	32	1.1622	0.2388	1.1622	1.0781
No log	0.4658	34	1.4872	0.1169	1.4872	1.2195
No log	0.4932	36	1.9643	0.1860	1.9643	1.4015
No log	0.5205	38	2.4209	0.1709	2.4209	1.5559
No log	0.5479	40	2.5702	0.1384	2.5702	1.6032
No log	0.5753	42	2.2554	0.2096	2.2554	1.5018
No log	0.6027	44	2.0250	0.1478	2.0250	1.4230
No log	0.6301	46	1.7843	0.1169	1.7843	1.3358
No log	0.6575	48	1.7894	0.1169	1.7894	1.3377
No log	0.6849	50	1.6970	0.1478	1.6970	1.3027
No log	0.7123	52	1.3688	0.1357	1.3688	1.1700
No log	0.7397	54	1.1587	0.1339	1.1587	1.0764
No log	0.7671	56	1.0741	0.3198	1.0741	1.0364
No log	0.7945	58	1.0485	0.3198	1.0485	1.0240
No log	0.8219	60	1.2998	0.1674	1.2998	1.1401
No log	0.8493	62	1.5026	0.1605	1.5026	1.2258
No log	0.8767	64	1.4716	0.1605	1.4716	1.2131
No log	0.9041	66	1.2926	0.1761	1.2926	1.1369
No log	0.9315	68	1.0946	0.3052	1.0946	1.0462
No log	0.9589	70	0.9762	0.3083	0.9762	0.9880
No log	0.9863	72	0.9626	0.3884	0.9626	0.9811
No log	1.0137	74	1.0102	0.2640	1.0102	1.0051
No log	1.0411	76	1.1968	0.1986	1.1968	1.0940
No log	1.0685	78	1.5761	0.1605	1.5761	1.2554
No log	1.0959	80	1.7139	0.1915	1.7139	1.3092
No log	1.1233	82	1.4908	0.1279	1.4908	1.2210
No log	1.1507	84	1.0528	0.1288	1.0528	1.0260
No log	1.1781	86	0.8780	0.4939	0.8780	0.9370
No log	1.2055	88	0.8815	0.4697	0.8815	0.9389
No log	1.2329	90	0.9848	0.3083	0.9848	0.9924
No log	1.2603	92	1.0516	0.1865	1.0516	1.0255
No log	1.2877	94	1.0133	0.2577	1.0133	1.0066
No log	1.3151	96	1.0732	0.3030	1.0732	1.0360
No log	1.3425	98	1.1518	0.2747	1.1518	1.0732
No log	1.3699	100	1.1087	0.3784	1.1087	1.0530
No log	1.3973	102	1.1453	0.3820	1.1453	1.0702
No log	1.4247	104	1.3295	0.3663	1.3295	1.1530
No log	1.4521	106	1.4316	0.3992	1.4316	1.1965
No log	1.4795	108	1.2514	0.4238	1.2514	1.1187
No log	1.5068	110	0.8677	0.4136	0.8677	0.9315
No log	1.5342	112	0.7318	0.5562	0.7318	0.8554
No log	1.5616	114	0.7436	0.5540	0.7436	0.8623
No log	1.5890	116	0.9929	0.3879	0.9929	0.9965
No log	1.6164	118	1.3872	0.4338	1.3872	1.1778
No log	1.6438	120	1.5599	0.4083	1.5599	1.2490
No log	1.6712	122	1.5727	0.4081	1.5727	1.2541
No log	1.6986	124	1.3609	0.4166	1.3609	1.1666
No log	1.7260	126	0.9687	0.4567	0.9687	0.9842
No log	1.7534	128	0.7188	0.6225	0.7188	0.8478
No log	1.7808	130	0.7922	0.6059	0.7922	0.8900
No log	1.8082	132	0.7657	0.6110	0.7657	0.8750
No log	1.8356	134	0.7325	0.6260	0.7325	0.8558
No log	1.8630	136	1.1627	0.4703	1.1627	1.0783
No log	1.8904	138	1.4969	0.3705	1.4969	1.2235
No log	1.9178	140	1.5431	0.3490	1.5431	1.2422
No log	1.9452	142	1.3161	0.3167	1.3161	1.1472
No log	1.9726	144	0.9481	0.3881	0.9481	0.9737
No log	2.0	146	0.7622	0.5308	0.7622	0.8731
No log	2.0274	148	0.8276	0.5379	0.8276	0.9097
No log	2.0548	150	0.8585	0.5721	0.8585	0.9266
No log	2.0822	152	0.7748	0.5403	0.7748	0.8803
No log	2.1096	154	0.8509	0.5291	0.8509	0.9224
No log	2.1370	156	1.2729	0.4366	1.2729	1.1282
No log	2.1644	158	1.4863	0.2931	1.4863	1.2191
No log	2.1918	160	1.3008	0.4567	1.3008	1.1405
No log	2.2192	162	0.9546	0.4457	0.9546	0.9770
No log	2.2466	164	0.7742	0.5387	0.7742	0.8799
No log	2.2740	166	0.7848	0.5059	0.7848	0.8859
No log	2.3014	168	0.7900	0.5094	0.7900	0.8888
No log	2.3288	170	0.8014	0.4771	0.8014	0.8952
No log	2.3562	172	0.8058	0.4634	0.8058	0.8977
No log	2.3836	174	0.8096	0.4757	0.8096	0.8998
No log	2.4110	176	0.8058	0.4996	0.8058	0.8977
No log	2.4384	178	0.8104	0.5207	0.8104	0.9002
No log	2.4658	180	0.8082	0.4781	0.8082	0.8990
No log	2.4932	182	0.8098	0.5040	0.8098	0.8999
No log	2.5205	184	0.8231	0.4982	0.8231	0.9073
No log	2.5479	186	0.8405	0.4579	0.8405	0.9168
No log	2.5753	188	0.8669	0.5477	0.8669	0.9311
No log	2.6027	190	0.8987	0.5545	0.8987	0.9480
No log	2.6301	192	0.9147	0.4389	0.9147	0.9564
No log	2.6575	194	0.8872	0.4463	0.8872	0.9419
No log	2.6849	196	0.8910	0.4106	0.8910	0.9440
No log	2.7123	198	0.8921	0.4106	0.8921	0.9445
No log	2.7397	200	0.9308	0.4139	0.9308	0.9648
No log	2.7671	202	0.9495	0.3875	0.9495	0.9744
No log	2.7945	204	0.9609	0.4007	0.9609	0.9802
No log	2.8219	206	0.9222	0.4668	0.9222	0.9603
No log	2.8493	208	0.9163	0.4636	0.9163	0.9572
No log	2.8767	210	0.9068	0.4529	0.9068	0.9523
No log	2.9041	212	0.9389	0.4191	0.9389	0.9690
No log	2.9315	214	1.1031	0.4436	1.1031	1.0503
No log	2.9589	216	1.1440	0.4154	1.1440	1.0696
No log	2.9863	218	0.9869	0.4561	0.9869	0.9934
No log	3.0137	220	0.8925	0.5110	0.8925	0.9447
No log	3.0411	222	1.0316	0.4874	1.0316	1.0157
No log	3.0685	224	1.0401	0.4694	1.0401	1.0199
No log	3.0959	226	0.9422	0.4845	0.9422	0.9707
No log	3.1233	228	0.8849	0.4916	0.8849	0.9407
No log	3.1507	230	0.9005	0.4634	0.9005	0.9489
No log	3.1781	232	0.9028	0.4508	0.9028	0.9502
No log	3.2055	234	0.9169	0.4739	0.9169	0.9575
No log	3.2329	236	0.9652	0.4501	0.9652	0.9824
No log	3.2603	238	0.9503	0.4354	0.9503	0.9748
No log	3.2877	240	0.9531	0.4354	0.9531	0.9763
No log	3.3151	242	0.9783	0.4614	0.9783	0.9891
No log	3.3425	244	1.0840	0.4336	1.0840	1.0412
No log	3.3699	246	1.0234	0.4614	1.0234	1.0117
No log	3.3973	248	0.9386	0.4026	0.9386	0.9688
No log	3.4247	250	0.9520	0.3674	0.9520	0.9757
No log	3.4521	252	1.0327	0.2976	1.0327	1.0162
No log	3.4795	254	0.9887	0.3533	0.9887	0.9943
No log	3.5068	256	0.9237	0.3830	0.9237	0.9611
No log	3.5342	258	1.1156	0.4563	1.1156	1.0562
No log	3.5616	260	1.4421	0.2655	1.4421	1.2009
No log	3.5890	262	1.6016	0.2573	1.6016	1.2655
No log	3.6164	264	1.4451	0.2930	1.4451	1.2021
No log	3.6438	266	1.1718	0.3550	1.1718	1.0825
No log	3.6712	268	0.9523	0.4102	0.9523	0.9759
No log	3.6986	270	0.8934	0.4120	0.8934	0.9452
No log	3.7260	272	0.8869	0.4120	0.8869	0.9417
No log	3.7534	274	0.8985	0.4393	0.8985	0.9479
No log	3.7808	276	0.9409	0.5041	0.9409	0.9700
No log	3.8082	278	1.0093	0.4050	1.0093	1.0046
No log	3.8356	280	1.1070	0.3429	1.1070	1.0521
No log	3.8630	282	1.1636	0.3176	1.1636	1.0787
No log	3.8904	284	1.0745	0.3956	1.0745	1.0366
No log	3.9178	286	0.9241	0.5115	0.9241	0.9613
No log	3.9452	288	0.8580	0.4803	0.8580	0.9263
No log	3.9726	290	0.8450	0.4760	0.8450	0.9193
No log	4.0	292	0.8397	0.4535	0.8397	0.9164
No log	4.0274	294	0.8419	0.4304	0.8419	0.9176
No log	4.0548	296	0.8363	0.4215	0.8363	0.9145
No log	4.0822	298	0.8373	0.4658	0.8373	0.9150
No log	4.1096	300	0.8978	0.4898	0.8978	0.9475
No log	4.1370	302	0.9050	0.4657	0.9050	0.9513
No log	4.1644	304	0.8964	0.3678	0.8964	0.9468
No log	4.1918	306	0.9235	0.3719	0.9235	0.9610
No log	4.2192	308	0.9981	0.3935	0.9981	0.9990
No log	4.2466	310	0.9943	0.3935	0.9943	0.9972
No log	4.2740	312	0.9233	0.3947	0.9233	0.9609
No log	4.3014	314	0.8736	0.4609	0.8736	0.9347
No log	4.3288	316	0.8728	0.4724	0.8728	0.9342
No log	4.3562	318	0.8649	0.4593	0.8649	0.9300
No log	4.3836	320	0.8914	0.4699	0.8914	0.9441
No log	4.4110	322	0.9412	0.4082	0.9412	0.9702
No log	4.4384	324	0.9633	0.4082	0.9633	0.9815
No log	4.4658	326	0.9751	0.3490	0.9751	0.9875
No log	4.4932	328	0.9903	0.3230	0.9903	0.9951
No log	4.5205	330	0.9836	0.3283	0.9836	0.9918
No log	4.5479	332	0.9809	0.3983	0.9809	0.9904
No log	4.5753	334	0.9754	0.4318	0.9754	0.9876
No log	4.6027	336	0.9697	0.4980	0.9697	0.9847
No log	4.6301	338	0.9608	0.4916	0.9608	0.9802
No log	4.6575	340	1.0016	0.4388	1.0016	1.0008
No log	4.6849	342	1.0030	0.3960	1.0030	1.0015
No log	4.7123	344	0.9797	0.4139	0.9797	0.9898
No log	4.7397	346	0.9580	0.3862	0.9580	0.9788
No log	4.7671	348	0.9111	0.4119	0.9111	0.9545
No log	4.7945	350	0.9134	0.4656	0.9134	0.9557
No log	4.8219	352	0.9150	0.4180	0.9150	0.9566
No log	4.8493	354	0.9145	0.3866	0.9145	0.9563
No log	4.8767	356	0.9736	0.4283	0.9736	0.9867
No log	4.9041	358	1.0325	0.3535	1.0325	1.0161
No log	4.9315	360	1.0114	0.3622	1.0114	1.0057
No log	4.9589	362	0.9333	0.4023	0.9333	0.9661
No log	4.9863	364	0.8891	0.4324	0.8891	0.9429
No log	5.0137	366	0.8969	0.4321	0.8969	0.9471
No log	5.0411	368	0.9222	0.3365	0.9222	0.9603
No log	5.0685	370	0.9496	0.3263	0.9496	0.9745
No log	5.0959	372	0.9721	0.3602	0.9721	0.9859
No log	5.1233	374	0.9621	0.3704	0.9621	0.9809
No log	5.1507	376	0.9330	0.3263	0.9330	0.9659
No log	5.1781	378	0.9230	0.3806	0.9230	0.9608
No log	5.2055	380	0.9062	0.3382	0.9062	0.9519
No log	5.2329	382	0.8939	0.3747	0.8939	0.9454
No log	5.2603	384	0.8898	0.3780	0.8898	0.9433
No log	5.2877	386	0.9200	0.4439	0.9200	0.9591
No log	5.3151	388	0.9327	0.4408	0.9327	0.9658
No log	5.3425	390	0.9061	0.3951	0.9061	0.9519
No log	5.3699	392	0.8942	0.3250	0.8942	0.9456
No log	5.3973	394	0.8779	0.3648	0.8779	0.9370
No log	5.4247	396	0.8768	0.4275	0.8768	0.9364
No log	5.4521	398	0.8749	0.4275	0.8749	0.9353
No log	5.4795	400	0.8734	0.4275	0.8734	0.9346
No log	5.5068	402	0.9297	0.4310	0.9297	0.9642
No log	5.5342	404	1.0753	0.2631	1.0753	1.0370
No log	5.5616	406	1.1350	0.2457	1.1350	1.0654
No log	5.5890	408	1.1433	0.2589	1.1433	1.0692
No log	5.6164	410	1.0432	0.3078	1.0432	1.0214
No log	5.6438	412	0.9354	0.3902	0.9354	0.9672
No log	5.6712	414	0.9144	0.3970	0.9144	0.9562
No log	5.6986	416	0.9201	0.4008	0.9201	0.9592
No log	5.7260	418	0.9246	0.3544	0.9246	0.9616
No log	5.7534	420	0.9959	0.3409	0.9959	0.9980
No log	5.7808	422	1.0701	0.3535	1.0701	1.0344
No log	5.8082	424	1.0395	0.3622	1.0395	1.0195
No log	5.8356	426	0.9284	0.4364	0.9284	0.9635
No log	5.8630	428	0.9027	0.3789	0.9027	0.9501
No log	5.8904	430	0.9335	0.4138	0.9335	0.9662
No log	5.9178	432	0.9688	0.4344	0.9688	0.9843
No log	5.9452	434	1.0647	0.4085	1.0647	1.0318
No log	5.9726	436	1.1118	0.4323	1.1118	1.0544
No log	6.0	438	1.0575	0.4085	1.0575	1.0283
No log	6.0274	440	0.9717	0.3305	0.9717	0.9858
No log	6.0548	442	0.9418	0.3570	0.9418	0.9705
No log	6.0822	444	0.9445	0.2939	0.9445	0.9718
No log	6.1096	446	0.9494	0.3250	0.9494	0.9744
No log	6.1370	448	0.9835	0.2963	0.9835	0.9917
No log	6.1644	450	1.0053	0.3356	1.0053	1.0026
No log	6.1918	452	1.0481	0.3519	1.0481	1.0237
No log	6.2192	454	1.1668	0.3955	1.1668	1.0802
No log	6.2466	456	1.3079	0.3259	1.3079	1.1436
No log	6.2740	458	1.3181	0.2902	1.3181	1.1481
No log	6.3014	460	1.2128	0.3291	1.2128	1.1013
No log	6.3288	462	1.0583	0.3699	1.0583	1.0287
No log	6.3562	464	0.9790	0.3017	0.9790	0.9895
No log	6.3836	466	0.9932	0.3205	0.9932	0.9966
No log	6.4110	468	0.9875	0.3205	0.9875	0.9937
No log	6.4384	470	0.9569	0.3804	0.9569	0.9782
No log	6.4658	472	1.0342	0.3750	1.0342	1.0170
No log	6.4932	474	1.2266	0.3184	1.2266	1.1075
No log	6.5205	476	1.2497	0.2503	1.2497	1.1179
No log	6.5479	478	1.0993	0.3280	1.0993	1.0485
No log	6.5753	480	0.9908	0.3771	0.9908	0.9954
No log	6.6027	482	0.9938	0.3017	0.9938	0.9969
No log	6.6301	484	1.0028	0.3017	1.0028	1.0014
No log	6.6575	486	1.0051	0.2991	1.0051	1.0025
No log	6.6849	488	1.0327	0.3859	1.0327	1.0162
No log	6.7123	490	1.0751	0.3157	1.0751	1.0369
No log	6.7397	492	1.0875	0.3157	1.0875	1.0429
No log	6.7671	494	1.0578	0.4008	1.0578	1.0285
No log	6.7945	496	1.0270	0.3859	1.0270	1.0134
No log	6.8219	498	1.0186	0.2155	1.0186	1.0092
0.3865	6.8493	500	1.0107	0.2155	1.0107	1.0053
0.3865	6.8767	502	0.9930	0.2991	0.9930	0.9965
0.3865	6.9041	504	0.9795	0.2887	0.9795	0.9897
0.3865	6.9315	506	0.9603	0.2916	0.9603	0.9799
0.3865	6.9589	508	0.9369	0.3822	0.9369	0.9679
0.3865	6.9863	510	0.9203	0.3719	0.9203	0.9593
0.3865	7.0137	512	0.9059	0.3753	0.9059	0.9518
0.3865	7.0411	514	0.9091	0.3951	0.9091	0.9535
0.3865	7.0685	516	0.8974	0.3902	0.8974	0.9473
0.3865	7.0959	518	0.8861	0.3753	0.8861	0.9413
0.3865	7.1233	520	0.8894	0.3753	0.8894	0.9431
0.3865	7.1507	522	0.8880	0.3753	0.8880	0.9423
0.3865	7.1781	524	0.8937	0.3570	0.8937	0.9454
0.3865	7.2055	526	0.8982	0.3909	0.8982	0.9477
0.3865	7.2329	528	0.9021	0.3996	0.9021	0.9498
0.3865	7.2603	530	0.9123	0.4175	0.9123	0.9552
0.3865	7.2877	532	0.8938	0.4337	0.8938	0.9454
0.3865	7.3151	534	0.8835	0.3830	0.8835	0.9399
0.3865	7.3425	536	0.9229	0.3753	0.9229	0.9607
0.3865	7.3699	538	0.9440	0.3596	0.9440	0.9716
0.3865	7.3973	540	0.9379	0.3374	0.9379	0.9685
0.3865	7.4247	542	0.9367	0.3570	0.9367	0.9678
0.3865	7.4521	544	0.9453	0.3753	0.9453	0.9723
0.3865	7.4795	546	0.9504	0.4237	0.9504	0.9749
0.3865	7.5068	548	0.9098	0.4197	0.9098	0.9539
0.3865	7.5342	550	0.8585	0.4334	0.8585	0.9266
0.3865	7.5616	552	0.8343	0.4860	0.8343	0.9134
0.3865	7.5890	554	0.8242	0.4977	0.8242	0.9078
0.3865	7.6164	556	0.8261	0.4977	0.8261	0.9089
0.3865	7.6438	558	0.8347	0.4571	0.8347	0.9136
0.3865	7.6712	560	0.8538	0.4466	0.8538	0.9240
0.3865	7.6986	562	0.8626	0.4504	0.8626	0.9288
0.3865	7.7260	564	0.8926	0.4198	0.8926	0.9448
0.3865	7.7534	566	0.9055	0.4094	0.9055	0.9516
0.3865	7.7808	568	0.8999	0.4476	0.8999	0.9487
0.3865	7.8082	570	0.8850	0.4471	0.8850	0.9407
0.3865	7.8356	572	0.8740	0.4334	0.8740	0.9349
0.3865	7.8630	574	0.8708	0.3974	0.8708	0.9332
0.3865	7.8904	576	0.8662	0.4220	0.8662	0.9307
0.3865	7.9178	578	0.8789	0.4233	0.8789	0.9375
0.3865	7.9452	580	0.9350	0.4249	0.9350	0.9670
0.3865	7.9726	582	0.9808	0.4100	0.9808	0.9903
0.3865	8.0	584	0.9761	0.4310	0.9761	0.9880
0.3865	8.0274	586	0.9711	0.3897	0.9711	0.9854
0.3865	8.0548	588	0.9760	0.3897	0.9760	0.9879
0.3865	8.0822	590	0.9904	0.4275	0.9904	0.9952
0.3865	8.1096	592	1.0057	0.4350	1.0057	1.0029
0.3865	8.1370	594	1.0358	0.4252	1.0358	1.0178
0.3865	8.1644	596	1.0441	0.3781	1.0441	1.0218
0.3865	8.1918	598	1.0051	0.2835	1.0051	1.0025
0.3865	8.2192	600	0.9868	0.2939	0.9868	0.9934
0.3865	8.2466	602	0.9996	0.2708	0.9996	0.9998
0.3865	8.2740	604	0.9982	0.2741	0.9982	0.9991
0.3865	8.3014	606	0.9548	0.3147	0.9548	0.9772
0.3865	8.3288	608	0.9216	0.3168	0.9216	0.9600
0.3865	8.3562	610	0.9247	0.3091	0.9247	0.9616
0.3865	8.3836	612	0.9346	0.3457	0.9346	0.9668
0.3865	8.4110	614	0.9497	0.3646	0.9497	0.9745
0.3865	8.4384	616	0.9898	0.3879	0.9898	0.9949
0.3865	8.4658	618	0.9788	0.3487	0.9788	0.9894
0.3865	8.4932	620	0.9608	0.3115	0.9608	0.9802
0.3865	8.5205	622	0.9667	0.3115	0.9667	0.9832
0.3865	8.5479	624	0.9733	0.3115	0.9733	0.9865
0.3865	8.5753	626	0.9710	0.3283	0.9710	0.9854
0.3865	8.6027	628	0.9832	0.4096	0.9832	0.9915
0.3865	8.6301	630	1.0094	0.3756	1.0094	1.0047
0.3865	8.6575	632	1.0524	0.3348	1.0524	1.0259
0.3865	8.6849	634	1.0323	0.3035	1.0323	1.0160
0.3865	8.7123	636	0.9551	0.4096	0.9551	0.9773
0.3865	8.7397	638	0.9199	0.4504	0.9199	0.9591
0.3865	8.7671	640	0.9106	0.4504	0.9106	0.9542
0.3865	8.7945	642	0.9247	0.4094	0.9247	0.9616
0.3865	8.8219	644	0.9683	0.3741	0.9683	0.9840
0.3865	8.8493	646	1.0172	0.4059	1.0172	1.0085
0.3865	8.8767	648	0.9882	0.3839	0.9882	0.9941
0.3865	8.9041	650	0.9405	0.3753	0.9405	0.9698
0.3865	8.9315	652	0.9311	0.3663	0.9311	0.9649
0.3865	8.9589	654	0.9289	0.3779	0.9289	0.9638
0.3865	8.9863	656	0.9171	0.3674	0.9171	0.9576
0.3865	9.0137	658	0.9188	0.3299	0.9188	0.9585
0.3865	9.0411	660	0.9473	0.3558	0.9473	0.9733
0.3865	9.0685	662	0.9707	0.3210	0.9707	0.9852
0.3865	9.0959	664	0.9769	0.2938	0.9769	0.9884
0.3865	9.1233	666	0.9712	0.3663	0.9712	0.9855
0.3865	9.1507	668	0.9629	0.3163	0.9629	0.9813
0.3865	9.1781	670	0.9440	0.3614	0.9440	0.9716
0.3865	9.2055	672	0.9134	0.3960	0.9134	0.9557
0.3865	9.2329	674	0.9048	0.3933	0.9048	0.9512
0.3865	9.2603	676	0.9287	0.3463	0.9287	0.9637
0.3865	9.2877	678	0.9330	0.3952	0.9330	0.9659
0.3865	9.3151	680	0.9249	0.3990	0.9249	0.9617
0.3865	9.3425	682	0.9320	0.3451	0.9320	0.9654
0.3865	9.3699	684	0.9517	0.3648	0.9517	0.9755
0.3865	9.3973	686	0.9774	0.3590	0.9774	0.9886
0.3865	9.4247	688	0.9778	0.3189	0.9778	0.9889
0.3865	9.4521	690	0.9564	0.3140	0.9564	0.9779
0.3865	9.4795	692	0.9440	0.3299	0.9440	0.9716
0.3865	9.5068	694	0.9379	0.2965	0.9379	0.9685
0.3865	9.5342	696	0.9493	0.3310	0.9493	0.9743
0.3865	9.5616	698	0.9523	0.3310	0.9523	0.9759
0.3865	9.5890	700	0.9503	0.3283	0.9503	0.9749
0.3865	9.6164	702	0.9584	0.3283	0.9584	0.9790
0.3865	9.6438	704	0.9817	0.3263	0.9817	0.9908
0.3865	9.6712	706	1.0064	0.3263	1.0064	1.0032
0.3865	9.6986	708	1.0443	0.3157	1.0443	1.0219
0.3865	9.7260	710	1.0543	0.3385	1.0543	1.0268
0.3865	9.7534	712	1.0330	0.3338	1.0330	1.0164
0.3865	9.7808	714	1.0054	0.3347	1.0054	1.0027
0.3865	9.8082	716	0.9850	0.3441	0.9850	0.9925
0.3865	9.8356	718	0.9725	0.4155	0.9725	0.9862
0.3865	9.8630	720	0.9672	0.4318	0.9672	0.9835
0.3865	9.8904	722	0.9537	0.4765	0.9537	0.9766
0.3865	9.9178	724	0.9584	0.4765	0.9584	0.9790
0.3865	9.9452	726	0.9421	0.4765	0.9421	0.9706
0.3865	9.9726	728	0.9636	0.4260	0.9636	0.9816
0.3865	10.0	730	0.9794	0.4036	0.9794	0.9896
0.3865	10.0274	732	0.9301	0.4440	0.9301	0.9644
0.3865	10.0548	734	0.9251	0.4893	0.9251	0.9618
0.3865	10.0822	736	0.9494	0.4155	0.9494	0.9744
0.3865	10.1096	738	0.9331	0.4854	0.9331	0.9660
0.3865	10.1370	740	0.9319	0.4874	0.9319	0.9653
0.3865	10.1644	742	0.9481	0.4596	0.9481	0.9737
0.3865	10.1918	744	0.9210	0.4912	0.9210	0.9597
0.3865	10.2192	746	0.8936	0.4476	0.8936	0.9453
0.3865	10.2466	748	0.9024	0.4137	0.9024	0.9500
0.3865	10.2740	750	0.9388	0.4893	0.9388	0.9689
0.3865	10.3014	752	0.9456	0.4893	0.9456	0.9724
0.3865	10.3288	754	0.9400	0.4893	0.9400	0.9695
0.3865	10.3562	756	0.9449	0.4874	0.9449	0.9720
0.3865	10.3836	758	0.9402	0.3806	0.9402	0.9696
0.3865	10.4110	760	0.9503	0.3909	0.9503	0.9749
0.3865	10.4384	762	0.9584	0.3603	0.9584	0.9790
0.3865	10.4658	764	0.9717	0.4587	0.9717	0.9857
0.3865	10.4932	766	0.9578	0.4587	0.9578	0.9787
0.3865	10.5205	768	0.9290	0.4198	0.9290	0.9639
0.3865	10.5479	770	0.9186	0.4198	0.9186	0.9584
0.3865	10.5753	772	0.9398	0.4615	0.9398	0.9694
0.3865	10.6027	774	0.9615	0.3981	0.9615	0.9806
0.3865	10.6301	776	0.9473	0.4237	0.9473	0.9733
0.3865	10.6575	778	0.9069	0.4197	0.9069	0.9523
0.3865	10.6849	780	0.8913	0.4367	0.8913	0.9441
0.3865	10.7123	782	0.8906	0.3822	0.8906	0.9437
0.3865	10.7397	784	0.8974	0.3970	0.8974	0.9473
0.3865	10.7671	786	0.9084	0.3558	0.9084	0.9531
0.3865	10.7945	788	0.9604	0.4135	0.9604	0.9800
0.3865	10.8219	790	1.0441	0.3601	1.0441	1.0218
0.3865	10.8493	792	1.0732	0.3280	1.0732	1.0360
0.3865	10.8767	794	1.0375	0.3590	1.0375	1.0186
0.3865	10.9041	796	0.9831	0.4135	0.9831	0.9915
0.3865	10.9315	798	0.9537	0.3615	0.9537	0.9766
0.3865	10.9589	800	0.9533	0.3318	0.9533	0.9764
0.3865	10.9863	802	0.9530	0.3318	0.9530	0.9762
0.3865	11.0137	804	0.9501	0.3318	0.9501	0.9748
0.3865	11.0411	806	0.9437	0.3318	0.9437	0.9715
0.3865	11.0685	808	0.9436	0.3615	0.9436	0.9714
0.3865	11.0959	810	0.9700	0.4237	0.9700	0.9849
0.3865	11.1233	812	0.9884	0.4175	0.9884	0.9942
0.3865	11.1507	814	0.9610	0.3946	0.9610	0.9803
0.3865	11.1781	816	0.9251	0.3859	0.9251	0.9618
0.3865	11.2055	818	0.9015	0.3866	0.9015	0.9495
0.3865	11.2329	820	0.8901	0.3822	0.8901	0.9434
0.3865	11.2603	822	0.8906	0.3674	0.8906	0.9437
0.3865	11.2877	824	0.8957	0.4158	0.8957	0.9464
0.3865	11.3151	826	0.9100	0.4301	0.9100	0.9539
0.3865	11.3425	828	0.9433	0.4728	0.9433	0.9713
0.3865	11.3699	830	0.9559	0.4728	0.9559	0.9777
0.3865	11.3973	832	0.9547	0.4752	0.9547	0.9771
0.3865	11.4247	834	0.9383	0.4728	0.9383	0.9686
0.3865	11.4521	836	0.9065	0.3951	0.9065	0.9521
0.3865	11.4795	838	0.8972	0.4012	0.8972	0.9472
0.3865	11.5068	840	0.8972	0.4260	0.8972	0.9472
0.3865	11.5342	842	0.9005	0.3660	0.9005	0.9489
0.3865	11.5616	844	0.9215	0.4051	0.9215	0.9600
0.3865	11.5890	846	0.9707	0.4175	0.9707	0.9852
0.3865	11.6164	848	1.0461	0.2388	1.0461	1.0228
0.3865	11.6438	850	1.0558	0.2388	1.0558	1.0275
0.3865	11.6712	852	1.0045	0.3532	1.0045	1.0022
0.3865	11.6986	854	0.9855	0.3841	0.9855	0.9927
0.3865	11.7260	856	0.9622	0.3648	0.9622	0.9809
0.3865	11.7534	858	0.9550	0.3648	0.9550	0.9772
0.3865	11.7808	860	0.9589	0.3648	0.9589	0.9792
0.3865	11.8082	862	0.9756	0.3544	0.9756	0.9877
0.3865	11.8356	864	0.9850	0.3502	0.9850	0.9925
0.3865	11.8630	866	0.9641	0.3806	0.9641	0.9819
0.3865	11.8904	868	0.9553	0.4261	0.9553	0.9774
0.3865	11.9178	870	0.9647	0.4261	0.9647	0.9822
0.3865	11.9452	872	0.9937	0.3502	0.9937	0.9968
0.3865	11.9726	874	1.0415	0.3165	1.0415	1.0206
0.3865	12.0	876	1.0638	0.3521	1.0638	1.0314
0.3865	12.0274	878	1.0838	0.3612	1.0838	1.0410
0.3865	12.0548	880	1.0678	0.4009	1.0678	1.0334
0.3865	12.0822	882	1.0131	0.3572	1.0131	1.0065
0.3865	12.1096	884	0.9898	0.3224	0.9898	0.9949
0.3865	12.1370	886	0.9753	0.3502	0.9753	0.9876
0.3865	12.1644	888	0.9805	0.3157	0.9805	0.9902
0.3865	12.1918	890	0.9827	0.3157	0.9827	0.9913
0.3865	12.2192	892	0.9704	0.3256	0.9704	0.9851
0.3865	12.2466	894	0.9595	0.3256	0.9595	0.9795
0.3865	12.2740	896	0.9482	0.3390	0.9482	0.9738
0.3865	12.3014	898	0.9531	0.3529	0.9531	0.9763
0.3865	12.3288	900	0.9638	0.3897	0.9638	0.9817
0.3865	12.3562	902	0.9474	0.3133	0.9474	0.9733
0.3865	12.3836	904	0.9300	0.4118	0.9300	0.9644
0.3865	12.4110	906	0.9313	0.3830	0.9313	0.9650
0.3865	12.4384	908	0.9420	0.3859	0.9420	0.9706
0.3865	12.4658	910	0.9647	0.3140	0.9647	0.9822
0.3865	12.4932	912	1.0049	0.3087	1.0049	1.0025
0.3865	12.5205	914	1.0192	0.3236	1.0192	1.0095
0.3865	12.5479	916	1.0057	0.3236	1.0057	1.0029
0.3865	12.5753	918	0.9821	0.3544	0.9821	0.9910
0.3865	12.6027	920	0.9767	0.3544	0.9767	0.9883
0.3865	12.6301	922	1.0177	0.3183	1.0177	1.0088
0.3865	12.6575	924	1.0976	0.2885	1.0976	1.0476
0.3865	12.6849	926	1.1579	0.2446	1.1579	1.0760
0.3865	12.7123	928	1.1988	0.2675	1.1988	1.0949
0.3865	12.7397	930	1.1789	0.2014	1.1789	1.0858
0.3865	12.7671	932	1.0997	0.3083	1.0997	1.0487
0.3865	12.7945	934	1.0357	0.2886	1.0357	1.0177
0.3865	12.8219	936	1.0199	0.3066	1.0199	1.0099
0.3865	12.8493	938	1.0220	0.3603	1.0220	1.0109
0.3865	12.8767	940	1.0435	0.2886	1.0435	1.0215
0.3865	12.9041	942	1.0730	0.2935	1.0730	1.0359
0.3865	12.9315	944	1.0966	0.3083	1.0966	1.0472
0.3865	12.9589	946	1.0875	0.3083	1.0875	1.0428
0.3865	12.9863	948	1.0610	0.2786	1.0610	1.0300
0.3865	13.0137	950	1.0201	0.3648	1.0201	1.0100
0.3865	13.0411	952	0.9897	0.3451	0.9897	0.9948
0.3865	13.0685	954	0.9635	0.3451	0.9635	0.9816
0.3865	13.0959	956	0.9488	0.3451	0.9488	0.9741
0.3865	13.1233	958	0.9330	0.3451	0.9330	0.9659
0.3865	13.1507	960	0.9189	0.3451	0.9189	0.9586
0.3865	13.1781	962	0.9308	0.3693	0.9308	0.9648
0.3865	13.2055	964	0.9629	0.3590	0.9629	0.9813
0.3865	13.2329	966	0.9751	0.3932	0.9751	0.9875
0.3865	13.2603	968	0.9573	0.3693	0.9573	0.9784
0.3865	13.2877	970	0.9304	0.3513	0.9304	0.9646
0.3865	13.3151	972	0.9447	0.3467	0.9447	0.9720
0.3865	13.3425	974	0.9598	0.3467	0.9598	0.9797
0.3865	13.3699	976	0.9812	0.3648	0.9812	0.9906
0.3865	13.3973	978	1.0220	0.3236	1.0220	1.0110
0.3865	13.4247	980	1.0786	0.3348	1.0786	1.0386
0.3865	13.4521	982	1.0939	0.3644	1.0939	1.0459
0.3865	13.4795	984	1.0776	0.3157	1.0776	1.0381
0.3865	13.5068	986	1.0656	0.3602	1.0656	1.0323
0.3865	13.5342	988	1.0623	0.3602	1.0623	1.0307
0.3865	13.5616	990	1.0415	0.3602	1.0415	1.0205
0.3865	13.5890	992	1.0389	0.3996	1.0389	1.0193
0.3865	13.6164	994	1.0604	0.3657	1.0604	1.0297
0.3865	13.6438	996	1.0628	0.4036	1.0628	1.0309
0.3865	13.6712	998	1.0583	0.4375	1.0583	1.0288
0.0747	13.6986	1000	1.0338	0.3996	1.0338	1.0168
0.0747	13.7260	1002	1.0033	0.3951	1.0033	1.0016
0.0747	13.7534	1004	0.9841	0.2784	0.9841	0.9920
0.0747	13.7808	1006	1.0041	0.2360	1.0041	1.0020
0.0747	13.8082	1008	1.0066	0.2729	1.0066	1.0033
0.0747	13.8356	1010	0.9926	0.2416	0.9926	0.9963

Framework versions

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