ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k5_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: 0.9481
• Qwk: 0.5000
• Mse: 0.9481
• Rmse: 0.9737

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	0.0690	2	4.5935	0.0010	4.5935	2.1432
No log	0.1379	4	2.8105	-0.0104	2.8105	1.6764
No log	0.2069	6	1.7455	0.1273	1.7455	1.3212
No log	0.2759	8	1.2134	0.2417	1.2134	1.1016
No log	0.3448	10	1.1872	0.1689	1.1872	1.0896
No log	0.4138	12	1.2614	0.1521	1.2614	1.1231
No log	0.4828	14	1.1453	0.1962	1.1453	1.0702
No log	0.5517	16	1.0287	0.3433	1.0287	1.0142
No log	0.6207	18	1.4245	0.2232	1.4245	1.1935
No log	0.6897	20	1.2757	0.2940	1.2757	1.1295
No log	0.7586	22	0.9683	0.3780	0.9683	0.9840
No log	0.8276	24	0.9511	0.4141	0.9511	0.9753
No log	0.8966	26	0.9405	0.3938	0.9405	0.9698
No log	0.9655	28	1.1805	0.3238	1.1805	1.0865
No log	1.0345	30	1.6299	0.2692	1.6299	1.2767
No log	1.1034	32	1.4089	0.3377	1.4089	1.1870
No log	1.1724	34	1.0236	0.3314	1.0236	1.0117
No log	1.2414	36	0.9570	0.3957	0.9570	0.9783
No log	1.3103	38	0.9748	0.4841	0.9748	0.9873
No log	1.3793	40	1.0342	0.3888	1.0342	1.0169
No log	1.4483	42	1.0763	0.4461	1.0763	1.0374
No log	1.5172	44	1.0836	0.4581	1.0836	1.0410
No log	1.5862	46	1.0527	0.4190	1.0527	1.0260
No log	1.6552	48	1.0383	0.4860	1.0383	1.0190
No log	1.7241	50	1.0462	0.4685	1.0462	1.0228
No log	1.7931	52	1.1330	0.4106	1.1330	1.0644
No log	1.8621	54	1.0923	0.4186	1.0923	1.0451
No log	1.9310	56	0.8673	0.5955	0.8673	0.9313
No log	2.0	58	0.9157	0.6101	0.9157	0.9569
No log	2.0690	60	1.0014	0.6061	1.0014	1.0007
No log	2.1379	62	0.8952	0.6164	0.8952	0.9462
No log	2.2069	64	0.9428	0.4836	0.9428	0.9710
No log	2.2759	66	0.9169	0.5325	0.9169	0.9576
No log	2.3448	68	0.8626	0.5678	0.8626	0.9288
No log	2.4138	70	0.7970	0.5769	0.7970	0.8927
No log	2.4828	72	0.8640	0.5757	0.8640	0.9295
No log	2.5517	74	0.9314	0.5913	0.9314	0.9651
No log	2.6207	76	0.9081	0.6102	0.9081	0.9530
No log	2.6897	78	0.8173	0.6017	0.8173	0.9041
No log	2.7586	80	0.8045	0.5492	0.8045	0.8969
No log	2.8276	82	0.8817	0.5642	0.8817	0.9390
No log	2.8966	84	0.9195	0.4947	0.9195	0.9589
No log	2.9655	86	0.8492	0.5455	0.8492	0.9215
No log	3.0345	88	0.8574	0.5702	0.8574	0.9260
No log	3.1034	90	0.9459	0.5635	0.9459	0.9726
No log	3.1724	92	0.9548	0.55	0.9548	0.9771
No log	3.2414	94	0.8858	0.6174	0.8858	0.9412
No log	3.3103	96	0.9088	0.6101	0.9088	0.9533
No log	3.3793	98	0.8789	0.6074	0.8789	0.9375
No log	3.4483	100	0.8868	0.5935	0.8868	0.9417
No log	3.5172	102	0.8919	0.5559	0.8919	0.9444
No log	3.5862	104	0.9162	0.5780	0.9162	0.9572
No log	3.6552	106	0.9219	0.5391	0.9219	0.9602
No log	3.7241	108	0.9162	0.5760	0.9162	0.9572
No log	3.7931	110	0.9809	0.5529	0.9809	0.9904
No log	3.8621	112	1.0025	0.6235	1.0025	1.0013
No log	3.9310	114	0.9435	0.5771	0.9435	0.9713
No log	4.0	116	0.9413	0.5771	0.9413	0.9702
No log	4.0690	118	0.9799	0.6024	0.9799	0.9899
No log	4.1379	120	0.9299	0.5990	0.9299	0.9643
No log	4.2069	122	0.8882	0.5855	0.8882	0.9424
No log	4.2759	124	0.8969	0.5680	0.8969	0.9471
No log	4.3448	126	0.9528	0.6	0.9528	0.9761
No log	4.4138	128	1.0010	0.5765	1.0010	1.0005
No log	4.4828	130	0.9280	0.5740	0.9280	0.9633
No log	4.5517	132	0.8818	0.6140	0.8818	0.9391
No log	4.6207	134	0.8326	0.5401	0.8326	0.9124
No log	4.6897	136	0.8376	0.5272	0.8376	0.9152
No log	4.7586	138	0.9489	0.5534	0.9489	0.9741
No log	4.8276	140	1.0112	0.4670	1.0112	1.0056
No log	4.8966	142	0.9434	0.5334	0.9434	0.9713
No log	4.9655	144	0.8339	0.5040	0.8339	0.9132
No log	5.0345	146	0.8812	0.5876	0.8812	0.9387
No log	5.1034	148	0.8749	0.5598	0.8749	0.9353
No log	5.1724	150	1.0517	0.5274	1.0517	1.0255
No log	5.2414	152	1.4020	0.4343	1.4020	1.1840
No log	5.3103	154	1.6067	0.3586	1.6067	1.2676
No log	5.3793	156	1.4151	0.4298	1.4151	1.1896
No log	5.4483	158	1.0822	0.4977	1.0822	1.0403
No log	5.5172	160	0.8585	0.4898	0.8585	0.9265
No log	5.5862	162	0.8231	0.5343	0.8231	0.9072
No log	5.6552	164	0.8189	0.5119	0.8189	0.9050
No log	5.7241	166	0.8449	0.4907	0.8449	0.9192
No log	5.7931	168	0.8503	0.5385	0.8503	0.9221
No log	5.8621	170	0.8824	0.5679	0.8824	0.9394
No log	5.9310	172	0.9010	0.5894	0.9010	0.9492
No log	6.0	174	0.9168	0.5872	0.9168	0.9575
No log	6.0690	176	0.9178	0.6007	0.9178	0.9580
No log	6.1379	178	0.9081	0.5760	0.9081	0.9529
No log	6.2069	180	0.8925	0.5691	0.8925	0.9447
No log	6.2759	182	0.8049	0.5521	0.8049	0.8972
No log	6.3448	184	0.7909	0.5432	0.7909	0.8893
No log	6.4138	186	0.7955	0.5432	0.7955	0.8919
No log	6.4828	188	0.8692	0.5014	0.8692	0.9323
No log	6.5517	190	0.9480	0.4583	0.9480	0.9737
No log	6.6207	192	0.8733	0.5414	0.8733	0.9345
No log	6.6897	194	0.7940	0.6084	0.7940	0.8911
No log	6.7586	196	0.8280	0.5591	0.8280	0.9099
No log	6.8276	198	0.8132	0.6084	0.8132	0.9018
No log	6.8966	200	0.8458	0.5287	0.8458	0.9197
No log	6.9655	202	0.9337	0.4986	0.9337	0.9663
No log	7.0345	204	0.9326	0.5	0.9326	0.9657
No log	7.1034	206	0.8513	0.5168	0.8513	0.9227
No log	7.1724	208	0.8021	0.5607	0.8021	0.8956
No log	7.2414	210	0.8157	0.5686	0.8157	0.9032
No log	7.3103	212	0.8162	0.6073	0.8162	0.9034
No log	7.3793	214	0.8733	0.5338	0.8733	0.9345
No log	7.4483	216	1.0165	0.5229	1.0165	1.0082
No log	7.5172	218	1.0710	0.5529	1.0710	1.0349
No log	7.5862	220	0.9769	0.5551	0.9769	0.9884
No log	7.6552	222	0.8589	0.5287	0.8589	0.9268
No log	7.7241	224	0.8197	0.5054	0.8197	0.9054
No log	7.7931	226	0.8151	0.5054	0.8151	0.9029
No log	7.8621	228	0.8038	0.5329	0.8038	0.8966
No log	7.9310	230	0.8292	0.5750	0.8292	0.9106
No log	8.0	232	0.9025	0.55	0.9025	0.9500
No log	8.0690	234	0.9518	0.5763	0.9518	0.9756
No log	8.1379	236	0.8992	0.5315	0.8992	0.9483
No log	8.2069	238	0.8632	0.5869	0.8632	0.9291
No log	8.2759	240	0.8604	0.5316	0.8604	0.9276
No log	8.3448	242	0.8602	0.4854	0.8602	0.9275
No log	8.4138	244	0.8552	0.5509	0.8552	0.9248
No log	8.4828	246	0.8960	0.5810	0.8960	0.9466
No log	8.5517	248	0.9465	0.5194	0.9465	0.9729
No log	8.6207	250	0.9423	0.5881	0.9423	0.9707
No log	8.6897	252	0.9328	0.5802	0.9328	0.9658
No log	8.7586	254	0.9408	0.5519	0.9408	0.9700
No log	8.8276	256	0.9165	0.5370	0.9165	0.9573
No log	8.8966	258	0.9219	0.5414	0.9219	0.9602
No log	8.9655	260	0.8975	0.5779	0.8975	0.9474
No log	9.0345	262	0.9083	0.5784	0.9083	0.9530
No log	9.1034	264	0.8870	0.5806	0.8870	0.9418
No log	9.1724	266	0.8414	0.5937	0.8414	0.9173
No log	9.2414	268	0.8269	0.6292	0.8269	0.9093
No log	9.3103	270	0.8486	0.5668	0.8486	0.9212
No log	9.3793	272	0.9166	0.5303	0.9166	0.9574
No log	9.4483	274	0.9038	0.5521	0.9038	0.9507
No log	9.5172	276	0.8776	0.5251	0.8776	0.9368
No log	9.5862	278	0.8314	0.4877	0.8314	0.9118
No log	9.6552	280	0.8306	0.4738	0.8306	0.9114
No log	9.7241	282	0.8344	0.4771	0.8344	0.9135
No log	9.7931	284	0.8360	0.5188	0.8360	0.9144
No log	9.8621	286	0.8579	0.5272	0.8579	0.9262
No log	9.9310	288	0.9627	0.5766	0.9627	0.9812
No log	10.0	290	1.1526	0.5208	1.1526	1.0736
No log	10.0690	292	1.1653	0.4980	1.1653	1.0795
No log	10.1379	294	1.0764	0.5443	1.0764	1.0375
No log	10.2069	296	0.9605	0.5526	0.9605	0.9801
No log	10.2759	298	0.8992	0.5419	0.8992	0.9483
No log	10.3448	300	0.8876	0.5438	0.8876	0.9421
No log	10.4138	302	0.8969	0.5065	0.8969	0.9471
No log	10.4828	304	0.9331	0.5287	0.9331	0.9659
No log	10.5517	306	0.9802	0.4846	0.9802	0.9900
No log	10.6207	308	0.9864	0.5013	0.9864	0.9932
No log	10.6897	310	0.9544	0.5235	0.9544	0.9769
No log	10.7586	312	0.8986	0.5253	0.8986	0.9480
No log	10.8276	314	0.8768	0.5021	0.8768	0.9364
No log	10.8966	316	0.8776	0.5630	0.8776	0.9368
No log	10.9655	318	0.8596	0.5090	0.8596	0.9271
No log	11.0345	320	0.8511	0.5298	0.8511	0.9226
No log	11.1034	322	0.8624	0.5746	0.8624	0.9287
No log	11.1724	324	0.8718	0.5420	0.8718	0.9337
No log	11.2414	326	0.8763	0.4998	0.8763	0.9361
No log	11.3103	328	0.8415	0.5256	0.8415	0.9173
No log	11.3793	330	0.8181	0.5039	0.8181	0.9045
No log	11.4483	332	0.8330	0.5219	0.8330	0.9127
No log	11.5172	334	0.8067	0.5477	0.8067	0.8982
No log	11.5862	336	0.8155	0.5229	0.8155	0.9031
No log	11.6552	338	0.8385	0.5357	0.8385	0.9157
No log	11.7241	340	0.8181	0.4929	0.8181	0.9045
No log	11.7931	342	0.8012	0.5283	0.8012	0.8951
No log	11.8621	344	0.8090	0.4787	0.8090	0.8994
No log	11.9310	346	0.8270	0.4343	0.8270	0.9094
No log	12.0	348	0.8300	0.4444	0.8300	0.9111
No log	12.0690	350	0.8281	0.4444	0.8281	0.9100
No log	12.1379	352	0.8332	0.4620	0.8332	0.9128
No log	12.2069	354	0.8347	0.4894	0.8347	0.9136
No log	12.2759	356	0.8239	0.5365	0.8239	0.9077
No log	12.3448	358	0.8283	0.5484	0.8283	0.9101
No log	12.4138	360	0.8455	0.5025	0.8455	0.9195
No log	12.4828	362	0.8545	0.4965	0.8545	0.9244
No log	12.5517	364	0.8735	0.4922	0.8735	0.9346
No log	12.6207	366	0.9065	0.5033	0.9065	0.9521
No log	12.6897	368	0.9039	0.5311	0.9039	0.9508
No log	12.7586	370	0.8926	0.5718	0.8926	0.9448
No log	12.8276	372	0.9609	0.5179	0.9609	0.9802
No log	12.8966	374	0.9793	0.5145	0.9793	0.9896
No log	12.9655	376	0.9291	0.5028	0.9291	0.9639
No log	13.0345	378	0.8598	0.5324	0.8598	0.9273
No log	13.1034	380	0.8545	0.5241	0.8545	0.9244
No log	13.1724	382	0.8940	0.5433	0.8940	0.9455
No log	13.2414	384	0.9167	0.6212	0.9167	0.9575
No log	13.3103	386	0.9248	0.6070	0.9248	0.9617
No log	13.3793	388	0.9259	0.5548	0.9259	0.9622
No log	13.4483	390	0.9994	0.5299	0.9994	0.9997
No log	13.5172	392	1.0267	0.5175	1.0267	1.0133
No log	13.5862	394	0.9976	0.5882	0.9976	0.9988
No log	13.6552	396	0.9733	0.6054	0.9733	0.9866
No log	13.7241	398	0.9004	0.5344	0.9004	0.9489
No log	13.7931	400	0.8766	0.5551	0.8766	0.9363
No log	13.8621	402	0.8807	0.5551	0.8807	0.9385
No log	13.9310	404	0.8963	0.5485	0.8963	0.9468
No log	14.0	406	0.9522	0.5887	0.9522	0.9758
No log	14.0690	408	1.0456	0.5552	1.0456	1.0226
No log	14.1379	410	1.0728	0.5095	1.0728	1.0358
No log	14.2069	412	1.0059	0.5380	1.0059	1.0029
No log	14.2759	414	0.9013	0.5578	0.9013	0.9494
No log	14.3448	416	0.8564	0.5635	0.8564	0.9254
No log	14.4138	418	0.8600	0.5597	0.8600	0.9274
No log	14.4828	420	0.8657	0.5574	0.8657	0.9304
No log	14.5517	422	0.9046	0.5646	0.9046	0.9511
No log	14.6207	424	0.9874	0.5614	0.9874	0.9937
No log	14.6897	426	1.0230	0.5614	1.0230	1.0114
No log	14.7586	428	0.9938	0.5614	0.9938	0.9969
No log	14.8276	430	0.9282	0.5646	0.9282	0.9634
No log	14.8966	432	0.8891	0.5465	0.8891	0.9429
No log	14.9655	434	0.8759	0.5290	0.8759	0.9359
No log	15.0345	436	0.8631	0.5010	0.8631	0.9290
No log	15.1034	438	0.8662	0.5437	0.8662	0.9307
No log	15.1724	440	0.9066	0.5704	0.9066	0.9521
No log	15.2414	442	0.9110	0.5702	0.9110	0.9545
No log	15.3103	444	0.8864	0.5356	0.8864	0.9415
No log	15.3793	446	0.8816	0.5386	0.8816	0.9389
No log	15.4483	448	0.8819	0.5356	0.8819	0.9391
No log	15.5172	450	0.9122	0.5564	0.9122	0.9551
No log	15.5862	452	0.9408	0.5434	0.9408	0.9700
No log	15.6552	454	0.9421	0.5601	0.9421	0.9706
No log	15.7241	456	0.9057	0.5437	0.9057	0.9517
No log	15.7931	458	0.8916	0.5356	0.8916	0.9442
No log	15.8621	460	0.9008	0.5196	0.9008	0.9491
No log	15.9310	462	0.9233	0.5356	0.9233	0.9609
No log	16.0	464	0.9669	0.5180	0.9669	0.9833
No log	16.0690	466	0.9703	0.5515	0.9703	0.9850
No log	16.1379	468	0.9291	0.4864	0.9291	0.9639
No log	16.2069	470	0.8767	0.4560	0.8767	0.9363
No log	16.2759	472	0.8602	0.4560	0.8602	0.9275
No log	16.3448	474	0.8524	0.4401	0.8524	0.9232
No log	16.4138	476	0.8622	0.4604	0.8622	0.9286
No log	16.4828	478	0.8612	0.4604	0.8612	0.9280
No log	16.5517	480	0.8549	0.4579	0.8549	0.9246
No log	16.6207	482	0.8575	0.4672	0.8575	0.9260
No log	16.6897	484	0.8705	0.4805	0.8705	0.9330
No log	16.7586	486	0.8746	0.5082	0.8746	0.9352
No log	16.8276	488	0.8922	0.5132	0.8922	0.9445
No log	16.8966	490	0.8938	0.5386	0.8938	0.9454
No log	16.9655	492	0.9079	0.5769	0.9079	0.9529
No log	17.0345	494	0.9633	0.5560	0.9633	0.9815
No log	17.1034	496	0.9594	0.5560	0.9594	0.9795
No log	17.1724	498	0.8933	0.5848	0.8933	0.9452
0.3135	17.2414	500	0.8622	0.5298	0.8622	0.9285
0.3135	17.3103	502	0.8393	0.4926	0.8393	0.9162
0.3135	17.3793	504	0.8278	0.5381	0.8278	0.9098
0.3135	17.4483	506	0.8342	0.5462	0.8342	0.9134
0.3135	17.5172	508	0.8637	0.6110	0.8637	0.9294
0.3135	17.5862	510	0.8739	0.6079	0.8739	0.9348
0.3135	17.6552	512	0.8395	0.5783	0.8395	0.9163
0.3135	17.7241	514	0.8141	0.5370	0.8141	0.9022
0.3135	17.7931	516	0.8077	0.5302	0.8077	0.8987
0.3135	17.8621	518	0.8125	0.5137	0.8125	0.9014
0.3135	17.9310	520	0.8256	0.5574	0.8256	0.9086
0.3135	18.0	522	0.8372	0.5551	0.8372	0.9150
0.3135	18.0690	524	0.8477	0.5404	0.8477	0.9207
0.3135	18.1379	526	0.8645	0.5445	0.8645	0.9298
0.3135	18.2069	528	0.8699	0.5624	0.8699	0.9327
0.3135	18.2759	530	0.8751	0.5728	0.8751	0.9355
0.3135	18.3448	532	0.8646	0.5756	0.8646	0.9298
0.3135	18.4138	534	0.8466	0.5810	0.8466	0.9201
0.3135	18.4828	536	0.8173	0.5455	0.8173	0.9041
0.3135	18.5517	538	0.8032	0.5267	0.8032	0.8962
0.3135	18.6207	540	0.8054	0.4894	0.8054	0.8975
0.3135	18.6897	542	0.8249	0.5573	0.8249	0.9082
0.3135	18.7586	544	0.8561	0.5928	0.8561	0.9252
0.3135	18.8276	546	0.8818	0.5961	0.8818	0.9390
0.3135	18.8966	548	0.8610	0.5934	0.8610	0.9279
0.3135	18.9655	550	0.8189	0.5949	0.8189	0.9050
0.3135	19.0345	552	0.7861	0.6052	0.7861	0.8866
0.3135	19.1034	554	0.7800	0.5662	0.7800	0.8831
0.3135	19.1724	556	0.7864	0.5543	0.7864	0.8868
0.3135	19.2414	558	0.7824	0.5543	0.7824	0.8845
0.3135	19.3103	560	0.7875	0.5543	0.7875	0.8874
0.3135	19.3793	562	0.7984	0.5543	0.7984	0.8935
0.3135	19.4483	564	0.8045	0.5573	0.8045	0.8970
0.3135	19.5172	566	0.8099	0.5110	0.8099	0.8999
0.3135	19.5862	568	0.8172	0.4859	0.8172	0.9040
0.3135	19.6552	570	0.8176	0.4739	0.8176	0.9042
0.3135	19.7241	572	0.8288	0.5484	0.8288	0.9104
0.3135	19.7931	574	0.8518	0.5476	0.8518	0.9229
0.3135	19.8621	576	0.8526	0.5114	0.8526	0.9234
0.3135	19.9310	578	0.8490	0.4953	0.8490	0.9214
0.3135	20.0	580	0.8672	0.5264	0.8672	0.9312
0.3135	20.0690	582	0.8821	0.5079	0.8821	0.9392
0.3135	20.1379	584	0.8948	0.5806	0.8948	0.9460
0.3135	20.2069	586	0.9132	0.5806	0.9132	0.9556
0.3135	20.2759	588	0.9000	0.5624	0.9000	0.9487
0.3135	20.3448	590	0.8991	0.5624	0.8991	0.9482
0.3135	20.4138	592	0.8726	0.5501	0.8726	0.9341
0.3135	20.4828	594	0.8573	0.5152	0.8573	0.9259
0.3135	20.5517	596	0.8457	0.5169	0.8457	0.9196
0.3135	20.6207	598	0.8429	0.5110	0.8429	0.9181
0.3135	20.6897	600	0.8473	0.5634	0.8473	0.9205
0.3135	20.7586	602	0.8501	0.5806	0.8501	0.9220
0.3135	20.8276	604	0.8359	0.5802	0.8359	0.9143
0.3135	20.8966	606	0.8353	0.5238	0.8353	0.9139
0.3135	20.9655	608	0.8338	0.5256	0.8338	0.9132
0.3135	21.0345	610	0.8480	0.5238	0.8480	0.9209
0.3135	21.1034	612	0.8798	0.5624	0.8798	0.9380
0.3135	21.1724	614	0.9056	0.5760	0.9056	0.9516
0.3135	21.2414	616	0.9470	0.5635	0.9470	0.9731
0.3135	21.3103	618	0.9228	0.5902	0.9228	0.9606
0.3135	21.3793	620	0.8763	0.5691	0.8763	0.9361
0.3135	21.4483	622	0.8601	0.5024	0.8601	0.9274
0.3135	21.5172	624	0.8577	0.5086	0.8577	0.9261
0.3135	21.5862	626	0.8729	0.5458	0.8729	0.9343
0.3135	21.6552	628	0.9002	0.5455	0.9002	0.9488
0.3135	21.7241	630	0.9156	0.5339	0.9156	0.9569
0.3135	21.7931	632	0.9016	0.5218	0.9016	0.9495
0.3135	21.8621	634	0.8545	0.5220	0.8545	0.9244
0.3135	21.9310	636	0.8358	0.5073	0.8358	0.9142
0.3135	22.0	638	0.8436	0.5086	0.8436	0.9185
0.3135	22.0690	640	0.8595	0.5611	0.8595	0.9271
0.3135	22.1379	642	0.8908	0.5728	0.8908	0.9438
0.3135	22.2069	644	0.9290	0.5835	0.9290	0.9638
0.3135	22.2759	646	0.9329	0.5992	0.9329	0.9659
0.3135	22.3448	648	0.9230	0.5992	0.9230	0.9607
0.3135	22.4138	650	0.8964	0.5475	0.8964	0.9468
0.3135	22.4828	652	0.8511	0.5272	0.8511	0.9226
0.3135	22.5517	654	0.8376	0.5476	0.8376	0.9152
0.3135	22.6207	656	0.8449	0.5756	0.8449	0.9192
0.3135	22.6897	658	0.8612	0.5756	0.8612	0.9280
0.3135	22.7586	660	0.8844	0.6129	0.8844	0.9404
0.3135	22.8276	662	0.8837	0.6129	0.8837	0.9401
0.3135	22.8966	664	0.8864	0.6271	0.8864	0.9415
0.3135	22.9655	666	0.9137	0.5913	0.9137	0.9559
0.3135	23.0345	668	0.9169	0.5814	0.9169	0.9576
0.3135	23.1034	670	0.8851	0.6005	0.8851	0.9408
0.3135	23.1724	672	0.8801	0.6005	0.8801	0.9381
0.3135	23.2414	674	0.8639	0.5673	0.8639	0.9294
0.3135	23.3103	676	0.8813	0.6005	0.8813	0.9388
0.3135	23.3793	678	0.8810	0.6215	0.8810	0.9386
0.3135	23.4483	680	0.8536	0.5963	0.8536	0.9239
0.3135	23.5172	682	0.8437	0.5634	0.8437	0.9185
0.3135	23.5862	684	0.8491	0.5465	0.8491	0.9215
0.3135	23.6552	686	0.8601	0.5529	0.8601	0.9274
0.3135	23.7241	688	0.8605	0.5551	0.8605	0.9276
0.3135	23.7931	690	0.8636	0.5551	0.8636	0.9293
0.3135	23.8621	692	0.8562	0.5381	0.8562	0.9253
0.3135	23.9310	694	0.8505	0.5381	0.8505	0.9222
0.3135	24.0	696	0.8506	0.5381	0.8506	0.9223
0.3135	24.0690	698	0.8549	0.5802	0.8549	0.9246
0.3135	24.1379	700	0.8740	0.5806	0.8740	0.9349
0.3135	24.2069	702	0.8952	0.6301	0.8952	0.9461
0.3135	24.2759	704	0.8896	0.6301	0.8896	0.9432
0.3135	24.3448	706	0.8843	0.6151	0.8843	0.9404
0.3135	24.4138	708	0.8682	0.6151	0.8682	0.9318
0.3135	24.4828	710	0.8383	0.5802	0.8383	0.9156
0.3135	24.5517	712	0.8216	0.4923	0.8216	0.9064
0.3135	24.6207	714	0.8226	0.5235	0.8226	0.9070
0.3135	24.6897	716	0.8190	0.5424	0.8190	0.9050
0.3135	24.7586	718	0.8173	0.5309	0.8173	0.9041
0.3135	24.8276	720	0.8312	0.5550	0.8312	0.9117
0.3135	24.8966	722	0.8730	0.5887	0.8730	0.9344
0.3135	24.9655	724	0.9552	0.5572	0.9552	0.9774
0.3135	25.0345	726	0.9818	0.5774	0.9818	0.9909
0.3135	25.1034	728	0.9614	0.5748	0.9614	0.9805
0.3135	25.1724	730	0.8967	0.5919	0.8967	0.9470
0.3135	25.2414	732	0.8218	0.5833	0.8218	0.9065
0.3135	25.3103	734	0.8041	0.5458	0.8041	0.8967
0.3135	25.3793	736	0.8051	0.5462	0.8051	0.8973
0.3135	25.4483	738	0.8298	0.5828	0.8298	0.9109
0.3135	25.5172	740	0.8929	0.5881	0.8929	0.9449
0.3135	25.5862	742	0.9577	0.5502	0.9577	0.9786
0.3135	25.6552	744	0.9783	0.5556	0.9783	0.9891
0.3135	25.7241	746	0.9774	0.5735	0.9774	0.9886
0.3135	25.7931	748	0.9648	0.5945	0.9648	0.9822
0.3135	25.8621	750	0.9229	0.6149	0.9229	0.9607
0.3135	25.9310	752	0.8835	0.5810	0.8835	0.9399
0.3135	26.0	754	0.8880	0.5810	0.8880	0.9423
0.3135	26.0690	756	0.8871	0.5892	0.8871	0.9419
0.3135	26.1379	758	0.9011	0.5708	0.9011	0.9492
0.3135	26.2069	760	0.9293	0.5601	0.9293	0.9640
0.3135	26.2759	762	0.9457	0.5086	0.9457	0.9725
0.3135	26.3448	764	0.9638	0.5086	0.9638	0.9817
0.3135	26.4138	766	0.9886	0.4972	0.9886	0.9943
0.3135	26.4828	768	0.9706	0.5465	0.9706	0.9852
0.3135	26.5517	770	0.9264	0.6068	0.9264	0.9625
0.3135	26.6207	772	0.8797	0.5261	0.8797	0.9379
0.3135	26.6897	774	0.8705	0.5279	0.8705	0.9330
0.3135	26.7586	776	0.8984	0.5562	0.8984	0.9479
0.3135	26.8276	778	0.9128	0.5253	0.9128	0.9554
0.3135	26.8966	780	0.9272	0.5130	0.9272	0.9629
0.3135	26.9655	782	0.9268	0.4911	0.9268	0.9627
0.3135	27.0345	784	0.9330	0.4911	0.9330	0.9659
0.3135	27.1034	786	0.9481	0.5000	0.9481	0.9737

Framework versions

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