ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_task5_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: 0.6697
• Qwk: 0.4659
• Mse: 0.6697
• Rmse: 0.8184

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	0.0476	2	3.8678	-0.0109	3.8678	1.9667
No log	0.0952	4	2.0948	0.0450	2.0948	1.4473
No log	0.1429	6	1.3889	0.0143	1.3889	1.1785
No log	0.1905	8	1.0835	0.2023	1.0835	1.0409
No log	0.2381	10	1.5799	-0.0312	1.5799	1.2569
No log	0.2857	12	2.0073	0.0323	2.0073	1.4168
No log	0.3333	14	2.5094	-0.0315	2.5094	1.5841
No log	0.3810	16	2.3667	0.0390	2.3667	1.5384
No log	0.4286	18	1.7161	0.0408	1.7161	1.3100
No log	0.4762	20	1.2456	0.0349	1.2456	1.1161
No log	0.5238	22	1.0673	0.3117	1.0673	1.0331
No log	0.5714	24	1.0302	0.2108	1.0302	1.0150
No log	0.6190	26	0.9940	0.2135	0.9940	0.9970
No log	0.6667	28	1.0163	0.4330	1.0163	1.0081
No log	0.7143	30	1.0306	0.3396	1.0306	1.0152
No log	0.7619	32	1.1179	0.2150	1.1179	1.0573
No log	0.8095	34	1.0909	0.2489	1.0909	1.0445
No log	0.8571	36	0.9946	0.2740	0.9946	0.9973
No log	0.9048	38	0.9735	0.2061	0.9735	0.9867
No log	0.9524	40	1.0158	0.1276	1.0158	1.0079
No log	1.0	42	1.0175	0.2304	1.0175	1.0087
No log	1.0476	44	0.9628	0.2166	0.9628	0.9812
No log	1.0952	46	0.9997	0.2880	0.9997	0.9998
No log	1.1429	48	1.2570	0.2598	1.2570	1.1212
No log	1.1905	50	1.1249	0.2905	1.1249	1.0606
No log	1.2381	52	0.9804	0.3796	0.9804	0.9902
No log	1.2857	54	0.8858	0.2140	0.8858	0.9411
No log	1.3333	56	0.9175	0.3853	0.9175	0.9579
No log	1.3810	58	1.1423	0.3072	1.1423	1.0688
No log	1.4286	60	1.3641	0.3095	1.3641	1.1680
No log	1.4762	62	1.3581	0.2727	1.3581	1.1654
No log	1.5238	64	1.0694	0.2448	1.0694	1.0341
No log	1.5714	66	0.9157	0.2899	0.9157	0.9569
No log	1.6190	68	1.1234	0.3427	1.1234	1.0599
No log	1.6667	70	1.0747	0.3525	1.0747	1.0367
No log	1.7143	72	0.9082	0.3728	0.9082	0.9530
No log	1.7619	74	0.8923	0.3304	0.8923	0.9446
No log	1.8095	76	0.8859	0.3685	0.8859	0.9412
No log	1.8571	78	0.8849	0.3540	0.8849	0.9407
No log	1.9048	80	0.9332	0.3728	0.9332	0.9660
No log	1.9524	82	1.0540	0.3577	1.0540	1.0266
No log	2.0	84	1.1605	0.2263	1.1605	1.0772
No log	2.0476	86	1.0404	0.3822	1.0404	1.0200
No log	2.0952	88	0.9093	0.4159	0.9093	0.9536
No log	2.1429	90	0.8465	0.4321	0.8465	0.9200
No log	2.1905	92	0.8291	0.5002	0.8291	0.9106
No log	2.2381	94	0.8551	0.5156	0.8551	0.9247
No log	2.2857	96	0.9630	0.48	0.9630	0.9813
No log	2.3333	98	1.0796	0.4301	1.0796	1.0390
No log	2.3810	100	0.9397	0.5079	0.9397	0.9694
No log	2.4286	102	0.7936	0.4344	0.7936	0.8908
No log	2.4762	104	0.7973	0.5161	0.7973	0.8929
No log	2.5238	106	0.7611	0.5199	0.7611	0.8724
No log	2.5714	108	0.7403	0.5788	0.7403	0.8604
No log	2.6190	110	0.7287	0.5842	0.7287	0.8537
No log	2.6667	112	0.7121	0.5787	0.7121	0.8439
No log	2.7143	114	0.8090	0.4694	0.8090	0.8995
No log	2.7619	116	0.8582	0.5	0.8582	0.9264
No log	2.8095	118	0.8439	0.4579	0.8439	0.9187
No log	2.8571	120	0.9303	0.4137	0.9303	0.9645
No log	2.9048	122	1.0448	0.3879	1.0448	1.0221
No log	2.9524	124	0.8748	0.4259	0.8748	0.9353
No log	3.0	126	0.8711	0.4628	0.8711	0.9333
No log	3.0476	128	0.8664	0.4965	0.8664	0.9308
No log	3.0952	130	0.8495	0.4726	0.8495	0.9217
No log	3.1429	132	1.1142	0.4435	1.1142	1.0556
No log	3.1905	134	1.1676	0.3681	1.1676	1.0806
No log	3.2381	136	0.9808	0.4293	0.9808	0.9903
No log	3.2857	138	0.7345	0.4105	0.7345	0.8571
No log	3.3333	140	0.7623	0.5018	0.7623	0.8731
No log	3.3810	142	0.7305	0.5005	0.7305	0.8547
No log	3.4286	144	0.7521	0.5425	0.7521	0.8672
No log	3.4762	146	1.0705	0.3995	1.0705	1.0347
No log	3.5238	148	1.2421	0.3497	1.2421	1.1145
No log	3.5714	150	1.0135	0.4384	1.0135	1.0067
No log	3.6190	152	0.7291	0.6025	0.7291	0.8539
No log	3.6667	154	0.6872	0.5415	0.6872	0.8290
No log	3.7143	156	0.6907	0.4794	0.6907	0.8311
No log	3.7619	158	0.7126	0.5098	0.7126	0.8441
No log	3.8095	160	0.7408	0.5074	0.7408	0.8607
No log	3.8571	162	0.7263	0.5088	0.7263	0.8522
No log	3.9048	164	0.6972	0.5113	0.6972	0.8350
No log	3.9524	166	0.6710	0.5523	0.6710	0.8192
No log	4.0	168	0.6548	0.6306	0.6548	0.8092
No log	4.0476	170	0.6945	0.6512	0.6945	0.8334
No log	4.0952	172	0.9077	0.4983	0.9077	0.9527
No log	4.1429	174	1.0248	0.4581	1.0248	1.0123
No log	4.1905	176	0.9705	0.5082	0.9705	0.9852
No log	4.2381	178	0.7779	0.5532	0.7779	0.8820
No log	4.2857	180	0.7149	0.3777	0.7149	0.8455
No log	4.3333	182	0.7511	0.4028	0.7511	0.8666
No log	4.3810	184	0.7866	0.5059	0.7866	0.8869
No log	4.4286	186	0.8323	0.5813	0.8323	0.9123
No log	4.4762	188	0.8974	0.5515	0.8974	0.9473
No log	4.5238	190	0.9285	0.5186	0.9285	0.9636
No log	4.5714	192	0.8533	0.5567	0.8533	0.9238
No log	4.6190	194	0.7801	0.5810	0.7801	0.8832
No log	4.6667	196	0.7550	0.6564	0.7550	0.8689
No log	4.7143	198	0.7623	0.6721	0.7623	0.8731
No log	4.7619	200	0.7950	0.6245	0.7950	0.8916
No log	4.8095	202	0.8400	0.5549	0.8400	0.9165
No log	4.8571	204	0.7846	0.5395	0.7846	0.8858
No log	4.9048	206	0.7144	0.6566	0.7144	0.8452
No log	4.9524	208	0.6932	0.6272	0.6932	0.8326
No log	5.0	210	0.6819	0.6076	0.6819	0.8258
No log	5.0476	212	0.6899	0.6354	0.6899	0.8306
No log	5.0952	214	0.7410	0.5958	0.7410	0.8608
No log	5.1429	216	0.7659	0.5522	0.7659	0.8751
No log	5.1905	218	0.7180	0.6055	0.7180	0.8474
No log	5.2381	220	0.7049	0.5313	0.7049	0.8396
No log	5.2857	222	0.7166	0.4944	0.7166	0.8465
No log	5.3333	224	0.7175	0.3942	0.7175	0.8471
No log	5.3810	226	0.7193	0.4589	0.7193	0.8481
No log	5.4286	228	0.6788	0.4781	0.6788	0.8239
No log	5.4762	230	0.6597	0.4953	0.6597	0.8122
No log	5.5238	232	0.6268	0.5647	0.6268	0.7917
No log	5.5714	234	0.6532	0.6228	0.6532	0.8082
No log	5.6190	236	0.7881	0.6128	0.7881	0.8878
No log	5.6667	238	0.8537	0.5722	0.8537	0.9240
No log	5.7143	240	0.9097	0.5232	0.9097	0.9538
No log	5.7619	242	0.8883	0.5624	0.8883	0.9425
No log	5.8095	244	0.7668	0.5714	0.7668	0.8757
No log	5.8571	246	0.7383	0.6220	0.7383	0.8593
No log	5.9048	248	0.6885	0.6009	0.6885	0.8298
No log	5.9524	250	0.7188	0.5083	0.7188	0.8478
No log	6.0	252	0.6529	0.5010	0.6529	0.8080
No log	6.0476	254	0.6308	0.6154	0.6308	0.7943
No log	6.0952	256	0.6448	0.6049	0.6448	0.8030
No log	6.1429	258	0.6665	0.5176	0.6665	0.8164
No log	6.1905	260	0.7021	0.5113	0.7021	0.8379
No log	6.2381	262	0.7840	0.5335	0.7840	0.8854
No log	6.2857	264	0.7552	0.4456	0.7552	0.8690
No log	6.3333	266	0.7136	0.4223	0.7136	0.8448
No log	6.3810	268	0.7156	0.4962	0.7156	0.8459
No log	6.4286	270	0.7369	0.5311	0.7369	0.8584
No log	6.4762	272	0.6946	0.5524	0.6946	0.8335
No log	6.5238	274	0.6642	0.6365	0.6642	0.8150
No log	6.5714	276	0.7101	0.6038	0.7101	0.8427
No log	6.6190	278	0.6710	0.6528	0.6710	0.8191
No log	6.6667	280	0.6572	0.6070	0.6572	0.8106
No log	6.7143	282	0.6736	0.5327	0.6736	0.8208
No log	6.7619	284	0.6673	0.5438	0.6673	0.8169
No log	6.8095	286	0.6541	0.5438	0.6541	0.8087
No log	6.8571	288	0.6959	0.5327	0.6959	0.8342
No log	6.9048	290	0.7186	0.5686	0.7186	0.8477
No log	6.9524	292	0.6908	0.5548	0.6908	0.8312
No log	7.0	294	0.6239	0.6207	0.6239	0.7899
No log	7.0476	296	0.7104	0.5898	0.7104	0.8429
No log	7.0952	298	0.8585	0.5618	0.8585	0.9265
No log	7.1429	300	0.8353	0.5443	0.8353	0.9139
No log	7.1905	302	0.6955	0.5208	0.6955	0.8340
No log	7.2381	304	0.6470	0.5419	0.6470	0.8043
No log	7.2857	306	0.6577	0.5302	0.6577	0.8110
No log	7.3333	308	0.6620	0.5040	0.6620	0.8136
No log	7.3810	310	0.6716	0.5033	0.6716	0.8195
No log	7.4286	312	0.7608	0.4712	0.7608	0.8722
No log	7.4762	314	0.7818	0.5041	0.7818	0.8842
No log	7.5238	316	0.7053	0.5304	0.7053	0.8398
No log	7.5714	318	0.6703	0.6085	0.6703	0.8187
No log	7.6190	320	0.6637	0.6095	0.6637	0.8147
No log	7.6667	322	0.6799	0.6275	0.6799	0.8246
No log	7.7143	324	0.7055	0.5528	0.7055	0.8399
No log	7.7619	326	0.7668	0.5156	0.7668	0.8757
No log	7.8095	328	0.7492	0.4742	0.7492	0.8656
No log	7.8571	330	0.7446	0.4865	0.7446	0.8629
No log	7.9048	332	0.7435	0.5107	0.7435	0.8623
No log	7.9524	334	0.7468	0.4995	0.7468	0.8642
No log	8.0	336	0.7444	0.4743	0.7444	0.8628
No log	8.0476	338	0.7525	0.4982	0.7525	0.8675
No log	8.0952	340	0.7368	0.4982	0.7368	0.8584
No log	8.1429	342	0.7839	0.5353	0.7839	0.8854
No log	8.1905	344	0.7858	0.4920	0.7858	0.8865
No log	8.2381	346	0.7739	0.5244	0.7739	0.8797
No log	8.2857	348	0.7104	0.5103	0.7104	0.8429
No log	8.3333	350	0.7222	0.4847	0.7222	0.8498
No log	8.3810	352	0.7538	0.4180	0.7538	0.8682
No log	8.4286	354	0.7404	0.4309	0.7404	0.8604
No log	8.4762	356	0.6996	0.5663	0.6996	0.8364
No log	8.5238	358	0.7111	0.5123	0.7111	0.8432
No log	8.5714	360	0.7799	0.4696	0.7799	0.8831
No log	8.6190	362	0.7757	0.4926	0.7757	0.8808
No log	8.6667	364	0.7057	0.5093	0.7057	0.8401
No log	8.7143	366	0.6553	0.5503	0.6553	0.8095
No log	8.7619	368	0.6596	0.5644	0.6596	0.8122
No log	8.8095	370	0.6782	0.5018	0.6782	0.8235
No log	8.8571	372	0.7420	0.5093	0.7420	0.8614
No log	8.9048	374	0.8355	0.5572	0.8355	0.9141
No log	8.9524	376	0.8536	0.5318	0.8536	0.9239
No log	9.0	378	0.7538	0.5584	0.7538	0.8682
No log	9.0476	380	0.6705	0.5261	0.6705	0.8188
No log	9.0952	382	0.6711	0.5681	0.6711	0.8192
No log	9.1429	384	0.6637	0.6078	0.6637	0.8147
No log	9.1905	386	0.6635	0.5557	0.6635	0.8146
No log	9.2381	388	0.6623	0.6456	0.6623	0.8138
No log	9.2857	390	0.6603	0.6368	0.6603	0.8126
No log	9.3333	392	0.6603	0.6526	0.6603	0.8126
No log	9.3810	394	0.6566	0.6499	0.6566	0.8103
No log	9.4286	396	0.6576	0.6249	0.6576	0.8109
No log	9.4762	398	0.6558	0.6018	0.6558	0.8098
No log	9.5238	400	0.7078	0.5688	0.7078	0.8413
No log	9.5714	402	0.7718	0.5019	0.7718	0.8785
No log	9.6190	404	0.7506	0.5255	0.7506	0.8664
No log	9.6667	406	0.6832	0.5331	0.6832	0.8266
No log	9.7143	408	0.6433	0.5868	0.6433	0.8020
No log	9.7619	410	0.6731	0.6090	0.6731	0.8204
No log	9.8095	412	0.6690	0.5629	0.6690	0.8179
No log	9.8571	414	0.6313	0.6598	0.6313	0.7946
No log	9.9048	416	0.6796	0.5862	0.6796	0.8244
No log	9.9524	418	0.9030	0.5536	0.9030	0.9502
No log	10.0	420	1.0963	0.4768	1.0963	1.0470
No log	10.0476	422	1.0525	0.5177	1.0525	1.0259
No log	10.0952	424	0.8853	0.4785	0.8853	0.9409
No log	10.1429	426	0.7637	0.5042	0.7637	0.8739
No log	10.1905	428	0.7173	0.4839	0.7173	0.8470
No log	10.2381	430	0.7070	0.5291	0.7070	0.8408
No log	10.2857	432	0.6831	0.6091	0.6831	0.8265
No log	10.3333	434	0.7286	0.5809	0.7286	0.8536
No log	10.3810	436	0.7808	0.5948	0.7808	0.8836
No log	10.4286	438	0.7672	0.5948	0.7672	0.8759
No log	10.4762	440	0.6926	0.5968	0.6926	0.8322
No log	10.5238	442	0.6389	0.6228	0.6389	0.7993
No log	10.5714	444	0.6146	0.5928	0.6146	0.7840
No log	10.6190	446	0.6345	0.4932	0.6345	0.7966
No log	10.6667	448	0.6348	0.4932	0.6348	0.7967
No log	10.7143	450	0.6253	0.5563	0.6253	0.7908
No log	10.7619	452	0.6332	0.5842	0.6332	0.7957
No log	10.8095	454	0.6302	0.6388	0.6302	0.7938
No log	10.8571	456	0.6379	0.6562	0.6379	0.7987
No log	10.9048	458	0.6602	0.6254	0.6602	0.8125
No log	10.9524	460	0.6674	0.6512	0.6674	0.8169
No log	11.0	462	0.6317	0.6207	0.6317	0.7948
No log	11.0476	464	0.6228	0.6094	0.6228	0.7892
No log	11.0952	466	0.6144	0.5990	0.6144	0.7838
No log	11.1429	468	0.6207	0.6094	0.6207	0.7879
No log	11.1905	470	0.6237	0.6278	0.6237	0.7897
No log	11.2381	472	0.6035	0.5913	0.6035	0.7768
No log	11.2857	474	0.5938	0.6347	0.5938	0.7706
No log	11.3333	476	0.6156	0.6640	0.6156	0.7846
No log	11.3810	478	0.6383	0.6340	0.6383	0.7989
No log	11.4286	480	0.6894	0.6495	0.6894	0.8303
No log	11.4762	482	0.7595	0.6047	0.7595	0.8715
No log	11.5238	484	0.8716	0.5061	0.8716	0.9336
No log	11.5714	486	0.9113	0.5283	0.9113	0.9546
No log	11.6190	488	0.9115	0.4779	0.9115	0.9547
No log	11.6667	490	0.8071	0.4681	0.8071	0.8984
No log	11.7143	492	0.7484	0.4075	0.7484	0.8651
No log	11.7619	494	0.7223	0.4712	0.7223	0.8499
No log	11.8095	496	0.7308	0.4946	0.7308	0.8549
No log	11.8571	498	0.7544	0.5131	0.7544	0.8686
0.307	11.9048	500	0.8088	0.54	0.8088	0.8993
0.307	11.9524	502	0.8770	0.5376	0.8770	0.9365
0.307	12.0	504	0.8613	0.5790	0.8613	0.9281
0.307	12.0476	506	0.7688	0.5019	0.7688	0.8768
0.307	12.0952	508	0.7033	0.5708	0.7033	0.8386
0.307	12.1429	510	0.6558	0.5880	0.6558	0.8098
0.307	12.1905	512	0.6393	0.5891	0.6393	0.7996
0.307	12.2381	514	0.6282	0.6144	0.6282	0.7926
0.307	12.2857	516	0.6289	0.5990	0.6289	0.7930
0.307	12.3333	518	0.6614	0.5872	0.6614	0.8133
0.307	12.3810	520	0.6768	0.5872	0.6768	0.8227
0.307	12.4286	522	0.7249	0.5766	0.7249	0.8514
0.307	12.4762	524	0.7318	0.5516	0.7318	0.8554
0.307	12.5238	526	0.6997	0.5346	0.6997	0.8365
0.307	12.5714	528	0.6724	0.4778	0.6724	0.8200
0.307	12.6190	530	0.6641	0.5171	0.6641	0.8149
0.307	12.6667	532	0.6622	0.5928	0.6622	0.8138
0.307	12.7143	534	0.6805	0.5919	0.6805	0.8249
0.307	12.7619	536	0.7579	0.6236	0.7579	0.8706
0.307	12.8095	538	0.9195	0.5512	0.9195	0.9589
0.307	12.8571	540	0.9840	0.5316	0.9840	0.9920
0.307	12.9048	542	0.8862	0.5643	0.8862	0.9414
0.307	12.9524	544	0.7625	0.5577	0.7625	0.8732
0.307	13.0	546	0.7201	0.5304	0.7201	0.8486
0.307	13.0476	548	0.7064	0.5678	0.7064	0.8405
0.307	13.0952	550	0.7058	0.5359	0.7058	0.8401
0.307	13.1429	552	0.7087	0.5455	0.7087	0.8418
0.307	13.1905	554	0.7216	0.5477	0.7216	0.8495
0.307	13.2381	556	0.7448	0.5766	0.7448	0.8630
0.307	13.2857	558	0.7852	0.5330	0.7852	0.8861
0.307	13.3333	560	0.7669	0.5232	0.7669	0.8757
0.307	13.3810	562	0.7548	0.5243	0.7548	0.8688
0.307	13.4286	564	0.7227	0.5368	0.7227	0.8501
0.307	13.4762	566	0.6851	0.5552	0.6851	0.8277
0.307	13.5238	568	0.6830	0.5348	0.6830	0.8264
0.307	13.5714	570	0.7072	0.5218	0.7072	0.8410
0.307	13.6190	572	0.7340	0.5170	0.7340	0.8568
0.307	13.6667	574	0.7228	0.5368	0.7228	0.8502
0.307	13.7143	576	0.6574	0.6018	0.6574	0.8108
0.307	13.7619	578	0.6135	0.6007	0.6135	0.7832
0.307	13.8095	580	0.5933	0.6007	0.5933	0.7703
0.307	13.8571	582	0.5851	0.6713	0.5851	0.7649
0.307	13.9048	584	0.5768	0.6237	0.5768	0.7595
0.307	13.9524	586	0.6002	0.6055	0.6002	0.7747
0.307	14.0	588	0.6916	0.5756	0.6916	0.8316
0.307	14.0476	590	0.7348	0.5650	0.7348	0.8572
0.307	14.0952	592	0.6917	0.5777	0.6917	0.8317
0.307	14.1429	594	0.6893	0.5821	0.6893	0.8302
0.307	14.1905	596	0.6768	0.5855	0.6768	0.8227
0.307	14.2381	598	0.7120	0.5626	0.7120	0.8438
0.307	14.2857	600	0.7223	0.5740	0.7223	0.8499
0.307	14.3333	602	0.6736	0.5944	0.6736	0.8208
0.307	14.3810	604	0.6086	0.6143	0.6086	0.7801
0.307	14.4286	606	0.5939	0.6085	0.5939	0.7707
0.307	14.4762	608	0.5926	0.6672	0.5926	0.7698
0.307	14.5238	610	0.6302	0.6570	0.6302	0.7938
0.307	14.5714	612	0.6936	0.6593	0.6936	0.8328
0.307	14.6190	614	0.7089	0.6180	0.7089	0.8419
0.307	14.6667	616	0.6890	0.5864	0.6890	0.8301
0.307	14.7143	618	0.6534	0.6063	0.6534	0.8083
0.307	14.7619	620	0.6151	0.6157	0.6151	0.7843
0.307	14.8095	622	0.6131	0.6157	0.6131	0.7830
0.307	14.8571	624	0.6096	0.6157	0.6096	0.7808
0.307	14.9048	626	0.5930	0.6664	0.5930	0.7701
0.307	14.9524	628	0.5886	0.6872	0.5886	0.7672
0.307	15.0	630	0.5964	0.6412	0.5964	0.7723
0.307	15.0476	632	0.6041	0.6249	0.6041	0.7773
0.307	15.0952	634	0.6220	0.5697	0.6220	0.7887
0.307	15.1429	636	0.6193	0.6082	0.6193	0.7870
0.307	15.1905	638	0.6299	0.5964	0.6299	0.7937
0.307	15.2381	640	0.6443	0.5988	0.6443	0.8027
0.307	15.2857	642	0.6639	0.5902	0.6639	0.8148
0.307	15.3333	644	0.6303	0.5663	0.6303	0.7939
0.307	15.3810	646	0.5996	0.5722	0.5996	0.7743
0.307	15.4286	648	0.5862	0.5994	0.5862	0.7656
0.307	15.4762	650	0.5851	0.6606	0.5851	0.7649
0.307	15.5238	652	0.5959	0.5637	0.5959	0.7719
0.307	15.5714	654	0.5983	0.5637	0.5983	0.7735
0.307	15.6190	656	0.6096	0.5637	0.6096	0.7808
0.307	15.6667	658	0.6192	0.5618	0.6192	0.7869
0.307	15.7143	660	0.6305	0.5599	0.6305	0.7940
0.307	15.7619	662	0.6248	0.5489	0.6248	0.7904
0.307	15.8095	664	0.6172	0.5862	0.6172	0.7856
0.307	15.8571	666	0.6492	0.5862	0.6492	0.8057
0.307	15.9048	668	0.6506	0.5862	0.6506	0.8066
0.307	15.9524	670	0.6115	0.5968	0.6115	0.7820
0.307	16.0	672	0.5860	0.5954	0.5860	0.7655
0.307	16.0476	674	0.5876	0.6177	0.5876	0.7665
0.307	16.0952	676	0.6100	0.5809	0.6100	0.7810
0.307	16.1429	678	0.6735	0.5668	0.6735	0.8206
0.307	16.1905	680	0.7329	0.5658	0.7329	0.8561
0.307	16.2381	682	0.7245	0.5658	0.7245	0.8512
0.307	16.2857	684	0.6967	0.5668	0.6967	0.8347
0.307	16.3333	686	0.6816	0.5510	0.6816	0.8256
0.307	16.3810	688	0.6630	0.5331	0.6630	0.8142
0.307	16.4286	690	0.6552	0.5346	0.6552	0.8095
0.307	16.4762	692	0.6726	0.5317	0.6726	0.8202
0.307	16.5238	694	0.7526	0.5888	0.7526	0.8675
0.307	16.5714	696	0.9240	0.5800	0.9240	0.9613
0.307	16.6190	698	1.0129	0.4782	1.0129	1.0065
0.307	16.6667	700	0.9726	0.5641	0.9726	0.9862
0.307	16.7143	702	0.8837	0.5750	0.8837	0.9401
0.307	16.7619	704	0.8059	0.5587	0.8059	0.8977
0.307	16.8095	706	0.7576	0.5820	0.7576	0.8704
0.307	16.8571	708	0.7829	0.5820	0.7829	0.8848
0.307	16.9048	710	0.7822	0.5820	0.7822	0.8844
0.307	16.9524	712	0.7358	0.5820	0.7358	0.8578
0.307	17.0	714	0.6980	0.5746	0.6980	0.8355
0.307	17.0476	716	0.6712	0.6169	0.6712	0.8193
0.307	17.0952	718	0.6700	0.6142	0.6700	0.8186
0.307	17.1429	720	0.7124	0.6038	0.7124	0.8440
0.307	17.1905	722	0.7252	0.5639	0.7252	0.8516
0.307	17.2381	724	0.7484	0.5639	0.7484	0.8651
0.307	17.2857	726	0.7268	0.5746	0.7268	0.8526
0.307	17.3333	728	0.6820	0.6038	0.6820	0.8259
0.307	17.3810	730	0.6410	0.6124	0.6410	0.8006
0.307	17.4286	732	0.6051	0.6429	0.6051	0.7779
0.307	17.4762	734	0.6005	0.6499	0.6005	0.7749
0.307	17.5238	736	0.5952	0.6854	0.5952	0.7715
0.307	17.5714	738	0.5885	0.6812	0.5885	0.7671
0.307	17.6190	740	0.5935	0.6510	0.5935	0.7704
0.307	17.6667	742	0.6211	0.6032	0.6211	0.7881
0.307	17.7143	744	0.6183	0.6206	0.6183	0.7863
0.307	17.7619	746	0.5867	0.6774	0.5867	0.7660
0.307	17.8095	748	0.5816	0.7006	0.5816	0.7626
0.307	17.8571	750	0.5817	0.6882	0.5817	0.7627
0.307	17.9048	752	0.5790	0.6733	0.5790	0.7609
0.307	17.9524	754	0.5927	0.6473	0.5927	0.7699
0.307	18.0	756	0.6744	0.5766	0.6744	0.8212
0.307	18.0476	758	0.7349	0.5343	0.7349	0.8572
0.307	18.0952	760	0.7490	0.5572	0.7490	0.8654
0.307	18.1429	762	0.7284	0.5647	0.7284	0.8535
0.307	18.1905	764	0.7347	0.5647	0.7347	0.8572
0.307	18.2381	766	0.7760	0.5330	0.7760	0.8809
0.307	18.2857	768	0.7821	0.5330	0.7821	0.8844
0.307	18.3333	770	0.7679	0.5572	0.7679	0.8763
0.307	18.3810	772	0.7593	0.5370	0.7593	0.8714
0.307	18.4286	774	0.7629	0.5370	0.7629	0.8735
0.307	18.4762	776	0.7649	0.5370	0.7649	0.8746
0.307	18.5238	778	0.7180	0.5521	0.7180	0.8474
0.307	18.5714	780	0.6819	0.5305	0.6819	0.8258
0.307	18.6190	782	0.6662	0.5459	0.6662	0.8162
0.307	18.6667	784	0.6689	0.5361	0.6689	0.8179
0.307	18.7143	786	0.6959	0.5429	0.6959	0.8342
0.307	18.7619	788	0.7221	0.5521	0.7221	0.8498
0.307	18.8095	790	0.7474	0.5707	0.7474	0.8645
0.307	18.8571	792	0.7560	0.5707	0.7560	0.8695
0.307	18.9048	794	0.7585	0.5647	0.7585	0.8709
0.307	18.9524	796	0.7711	0.5647	0.7711	0.8781
0.307	19.0	798	0.7471	0.5647	0.7471	0.8644
0.307	19.0476	800	0.6774	0.5697	0.6774	0.8230
0.307	19.0952	802	0.6309	0.5712	0.6309	0.7943
0.307	19.1429	804	0.6330	0.5199	0.6330	0.7956
0.307	19.1905	806	0.6346	0.4807	0.6346	0.7966
0.307	19.2381	808	0.6395	0.5528	0.6395	0.7997
0.307	19.2857	810	0.6556	0.5677	0.6556	0.8097
0.307	19.3333	812	0.6677	0.5639	0.6677	0.8171
0.307	19.3810	814	0.6774	0.5746	0.6774	0.8231
0.307	19.4286	816	0.6483	0.6217	0.6483	0.8052
0.307	19.4762	818	0.6133	0.5997	0.6133	0.7831
0.307	19.5238	820	0.6074	0.6011	0.6074	0.7793
0.307	19.5714	822	0.6384	0.5681	0.6384	0.7990
0.307	19.6190	824	0.6724	0.4960	0.6724	0.8200
0.307	19.6667	826	0.6780	0.4826	0.6780	0.8234
0.307	19.7143	828	0.6715	0.5288	0.6715	0.8194
0.307	19.7619	830	0.6820	0.5234	0.6820	0.8258
0.307	19.8095	832	0.6988	0.5663	0.6988	0.8359
0.307	19.8571	834	0.6908	0.5654	0.6908	0.8311
0.307	19.9048	836	0.6838	0.5442	0.6838	0.8269
0.307	19.9524	838	0.6860	0.5459	0.6860	0.8282
0.307	20.0	840	0.7181	0.5334	0.7181	0.8474
0.307	20.0476	842	0.7332	0.5334	0.7332	0.8563
0.307	20.0952	844	0.7208	0.5463	0.7208	0.8490
0.307	20.1429	846	0.6950	0.5348	0.6950	0.8337
0.307	20.1905	848	0.6769	0.5346	0.6769	0.8228
0.307	20.2381	850	0.6797	0.5948	0.6797	0.8244
0.307	20.2857	852	0.6899	0.5788	0.6899	0.8306
0.307	20.3333	854	0.7053	0.5766	0.7053	0.8398
0.307	20.3810	856	0.6812	0.5688	0.6812	0.8253
0.307	20.4286	858	0.6594	0.5629	0.6594	0.8120
0.307	20.4762	860	0.6615	0.5480	0.6615	0.8133
0.307	20.5238	862	0.6696	0.5510	0.6696	0.8183
0.307	20.5714	864	0.6803	0.4953	0.6803	0.8248
0.307	20.6190	866	0.6700	0.5428	0.6700	0.8185
0.307	20.6667	868	0.6529	0.5594	0.6529	0.8080
0.307	20.7143	870	0.6762	0.5993	0.6762	0.8223
0.307	20.7619	872	0.7256	0.6132	0.7256	0.8518
0.307	20.8095	874	0.7388	0.6431	0.7388	0.8595
0.307	20.8571	876	0.7253	0.6013	0.7253	0.8517
0.307	20.9048	878	0.7206	0.5998	0.7206	0.8489
0.307	20.9524	880	0.7102	0.5331	0.7102	0.8428
0.307	21.0	882	0.6856	0.4908	0.6856	0.8280
0.307	21.0476	884	0.6868	0.4659	0.6868	0.8287
0.307	21.0952	886	0.6802	0.4659	0.6802	0.8247
0.307	21.1429	888	0.6697	0.4659	0.6697	0.8184

Framework versions

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