ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k15_task1_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: 0.6366
• Qwk: 0.7122
• Mse: 0.6366
• Rmse: 0.7979

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	0.0270	2	5.3487	-0.0349	5.3487	2.3127
No log	0.0541	4	2.9984	0.0586	2.9984	1.7316
No log	0.0811	6	2.6348	-0.1459	2.6348	1.6232
No log	0.1081	8	1.8689	-0.0078	1.8689	1.3671
No log	0.1351	10	1.5093	0.0428	1.5093	1.2286
No log	0.1622	12	1.2387	0.1385	1.2387	1.1130
No log	0.1892	14	1.1289	0.1777	1.1289	1.0625
No log	0.2162	16	1.1490	0.2460	1.1490	1.0719
No log	0.2432	18	1.1233	0.2812	1.1233	1.0598
No log	0.2703	20	1.0891	0.2561	1.0891	1.0436
No log	0.2973	22	1.3718	0.0976	1.3718	1.1713
No log	0.3243	24	2.0046	-0.1706	2.0046	1.4158
No log	0.3514	26	2.3277	-0.1655	2.3277	1.5257
No log	0.3784	28	2.4826	-0.1301	2.4825	1.5756
No log	0.4054	30	1.9908	-0.0074	1.9908	1.4110
No log	0.4324	32	1.5204	0.0271	1.5204	1.2330
No log	0.4595	34	1.3935	0.1303	1.3935	1.1805
No log	0.4865	36	1.4515	0.1105	1.4515	1.2048
No log	0.5135	38	1.5319	0.1812	1.5319	1.2377
No log	0.5405	40	1.2771	0.3253	1.2771	1.1301
No log	0.5676	42	0.9087	0.4005	0.9087	0.9532
No log	0.5946	44	0.8689	0.4700	0.8689	0.9321
No log	0.6216	46	1.0719	0.4222	1.0719	1.0353
No log	0.6486	48	1.7186	0.3061	1.7186	1.3110
No log	0.6757	50	2.1437	0.2118	2.1437	1.4641
No log	0.7027	52	2.0561	0.2767	2.0561	1.4339
No log	0.7297	54	2.0213	0.2996	2.0213	1.4217
No log	0.7568	56	1.6158	0.2756	1.6158	1.2711
No log	0.7838	58	1.1026	0.4483	1.1026	1.0501
No log	0.8108	60	0.8630	0.5036	0.8630	0.9290
No log	0.8378	62	0.7943	0.5454	0.7943	0.8912
No log	0.8649	64	0.8663	0.5162	0.8663	0.9308
No log	0.8919	66	0.9374	0.5361	0.9374	0.9682
No log	0.9189	68	1.3426	0.4633	1.3426	1.1587
No log	0.9459	70	2.0364	0.2620	2.0364	1.4270
No log	0.9730	72	2.1987	0.2717	2.1987	1.4828
No log	1.0	74	1.9216	0.2619	1.9216	1.3862
No log	1.0270	76	1.7511	0.2805	1.7511	1.3233
No log	1.0541	78	1.3517	0.3691	1.3517	1.1626
No log	1.0811	80	1.2317	0.4099	1.2317	1.1098
No log	1.1081	82	1.0765	0.4887	1.0765	1.0375
No log	1.1351	84	0.9422	0.5227	0.9422	0.9707
No log	1.1622	86	0.8099	0.5698	0.8099	0.8999
No log	1.1892	88	0.8363	0.6257	0.8363	0.9145
No log	1.2162	90	0.9227	0.6157	0.9227	0.9606
No log	1.2432	92	0.8490	0.6349	0.8490	0.9214
No log	1.2703	94	0.6538	0.6755	0.6538	0.8086
No log	1.2973	96	0.6363	0.6745	0.6363	0.7977
No log	1.3243	98	0.6369	0.6774	0.6369	0.7980
No log	1.3514	100	0.6322	0.6853	0.6322	0.7951
No log	1.3784	102	0.6294	0.6879	0.6294	0.7933
No log	1.4054	104	0.6238	0.6792	0.6238	0.7898
No log	1.4324	106	0.6280	0.6805	0.6280	0.7924
No log	1.4595	108	0.6470	0.6632	0.6470	0.8043
No log	1.4865	110	0.6606	0.6742	0.6606	0.8128
No log	1.5135	112	0.8104	0.6611	0.8104	0.9002
No log	1.5405	114	0.9292	0.5778	0.9292	0.9639
No log	1.5676	116	1.0134	0.5531	1.0134	1.0067
No log	1.5946	118	1.0639	0.5539	1.0639	1.0315
No log	1.6216	120	1.1311	0.5097	1.1311	1.0635
No log	1.6486	122	0.8836	0.5390	0.8836	0.9400
No log	1.6757	124	0.7765	0.5767	0.7765	0.8812
No log	1.7027	126	0.7202	0.5575	0.7202	0.8487
No log	1.7297	128	0.7268	0.5809	0.7268	0.8526
No log	1.7568	130	0.6951	0.6014	0.6951	0.8337
No log	1.7838	132	0.6445	0.6160	0.6445	0.8028
No log	1.8108	134	0.5974	0.6913	0.5974	0.7729
No log	1.8378	136	0.6104	0.7065	0.6104	0.7813
No log	1.8649	138	0.6619	0.7013	0.6619	0.8136
No log	1.8919	140	0.7284	0.6913	0.7284	0.8535
No log	1.9189	142	0.7980	0.7099	0.7980	0.8933
No log	1.9459	144	0.6940	0.6948	0.6940	0.8331
No log	1.9730	146	0.6763	0.7272	0.6763	0.8224
No log	2.0	148	0.6699	0.7276	0.6699	0.8185
No log	2.0270	150	0.7944	0.6822	0.7944	0.8913
No log	2.0541	152	0.7477	0.6789	0.7477	0.8647
No log	2.0811	154	0.6157	0.7051	0.6157	0.7846
No log	2.1081	156	0.6145	0.7113	0.6145	0.7839
No log	2.1351	158	0.6249	0.7082	0.6249	0.7905
No log	2.1622	160	0.7190	0.6481	0.7190	0.8479
No log	2.1892	162	0.8974	0.6139	0.8974	0.9473
No log	2.2162	164	0.8070	0.6419	0.8070	0.8983
No log	2.2432	166	0.6473	0.6747	0.6473	0.8046
No log	2.2703	168	0.6842	0.6961	0.6842	0.8272
No log	2.2973	170	0.6890	0.6948	0.6890	0.8301
No log	2.3243	172	0.6805	0.6811	0.6805	0.8249
No log	2.3514	174	0.7645	0.6570	0.7645	0.8744
No log	2.3784	176	0.8829	0.5818	0.8829	0.9396
No log	2.4054	178	0.9443	0.5848	0.9443	0.9717
No log	2.4324	180	0.8419	0.6135	0.8419	0.9176
No log	2.4595	182	0.6845	0.6955	0.6845	0.8273
No log	2.4865	184	0.6447	0.7015	0.6447	0.8029
No log	2.5135	186	0.6460	0.7161	0.6460	0.8037
No log	2.5405	188	0.6600	0.6587	0.6600	0.8124
No log	2.5676	190	0.8946	0.5893	0.8946	0.9458
No log	2.5946	192	1.3493	0.4833	1.3493	1.1616
No log	2.6216	194	1.4413	0.4007	1.4413	1.2005
No log	2.6486	196	1.1563	0.5284	1.1563	1.0753
No log	2.6757	198	0.8032	0.6160	0.8032	0.8962
No log	2.7027	200	0.6231	0.6715	0.6231	0.7894
No log	2.7297	202	0.7177	0.7029	0.7177	0.8472
No log	2.7568	204	0.8220	0.6551	0.8220	0.9067
No log	2.7838	206	0.7728	0.6811	0.7728	0.8791
No log	2.8108	208	0.6681	0.7353	0.6681	0.8174
No log	2.8378	210	0.6643	0.7085	0.6643	0.8150
No log	2.8649	212	0.7860	0.6605	0.7860	0.8865
No log	2.8919	214	0.8645	0.6543	0.8645	0.9298
No log	2.9189	216	0.7959	0.6538	0.7959	0.8921
No log	2.9459	218	0.6709	0.6909	0.6709	0.8191
No log	2.9730	220	0.6423	0.7196	0.6423	0.8014
No log	3.0	222	0.7377	0.6522	0.7377	0.8589
No log	3.0270	224	0.7538	0.6328	0.7538	0.8682
No log	3.0541	226	0.6925	0.6786	0.6925	0.8322
No log	3.0811	228	0.6372	0.6842	0.6372	0.7982
No log	3.1081	230	0.7482	0.5980	0.7482	0.8650
No log	3.1351	232	1.0406	0.5496	1.0406	1.0201
No log	3.1622	234	1.1993	0.5269	1.1993	1.0951
No log	3.1892	236	1.1495	0.5185	1.1495	1.0722
No log	3.2162	238	0.9284	0.5570	0.9284	0.9635
No log	3.2432	240	0.7382	0.6353	0.7382	0.8592
No log	3.2703	242	0.6237	0.7038	0.6237	0.7897
No log	3.2973	244	0.6180	0.7029	0.6180	0.7861
No log	3.3243	246	0.6119	0.7276	0.6119	0.7822
No log	3.3514	248	0.6621	0.6771	0.6621	0.8137
No log	3.3784	250	0.8099	0.5907	0.8099	0.9000
No log	3.4054	252	0.8909	0.5559	0.8909	0.9439
No log	3.4324	254	0.8082	0.5999	0.8082	0.8990
No log	3.4595	256	0.7121	0.6299	0.7121	0.8439
No log	3.4865	258	0.6520	0.6801	0.6520	0.8074
No log	3.5135	260	0.6249	0.6904	0.6249	0.7905
No log	3.5405	262	0.6168	0.7024	0.6168	0.7853
No log	3.5676	264	0.6319	0.6967	0.6319	0.7949
No log	3.5946	266	0.6574	0.6751	0.6574	0.8108
No log	3.6216	268	0.6525	0.6734	0.6525	0.8078
No log	3.6486	270	0.6671	0.6860	0.6671	0.8168
No log	3.6757	272	0.6912	0.6733	0.6912	0.8314
No log	3.7027	274	0.6249	0.7113	0.6249	0.7905
No log	3.7297	276	0.5963	0.7102	0.5963	0.7722
No log	3.7568	278	0.6192	0.7412	0.6192	0.7869
No log	3.7838	280	0.6025	0.7423	0.6025	0.7762
No log	3.8108	282	0.5935	0.7445	0.5935	0.7704
No log	3.8378	284	0.5784	0.7384	0.5784	0.7606
No log	3.8649	286	0.5713	0.7401	0.5713	0.7558
No log	3.8919	288	0.5767	0.7176	0.5767	0.7594
No log	3.9189	290	0.6079	0.7009	0.6079	0.7797
No log	3.9459	292	0.6108	0.7081	0.6108	0.7815
No log	3.9730	294	0.5763	0.6959	0.5763	0.7592
No log	4.0	296	0.5713	0.6952	0.5713	0.7559
No log	4.0270	298	0.5640	0.6992	0.5640	0.7510
No log	4.0541	300	0.5681	0.7116	0.5681	0.7537
No log	4.0811	302	0.6028	0.7381	0.6028	0.7764
No log	4.1081	304	0.6188	0.7147	0.6188	0.7866
No log	4.1351	306	0.6248	0.7285	0.6248	0.7904
No log	4.1622	308	0.6102	0.7375	0.6102	0.7811
No log	4.1892	310	0.5699	0.7147	0.5699	0.7549
No log	4.2162	312	0.5593	0.7006	0.5593	0.7478
No log	4.2432	314	0.5668	0.7057	0.5668	0.7529
No log	4.2703	316	0.5945	0.7114	0.5945	0.7711
No log	4.2973	318	0.5754	0.6927	0.5754	0.7586
No log	4.3243	320	0.5609	0.6747	0.5609	0.7489
No log	4.3514	322	0.6127	0.6924	0.6127	0.7827
No log	4.3784	324	0.6823	0.6927	0.6823	0.8260
No log	4.4054	326	0.6338	0.7226	0.6338	0.7961
No log	4.4324	328	0.6008	0.7176	0.6008	0.7751
No log	4.4595	330	0.6063	0.7351	0.6063	0.7787
No log	4.4865	332	0.5696	0.6907	0.5696	0.7547
No log	4.5135	334	0.5704	0.7072	0.5704	0.7552
No log	4.5405	336	0.5748	0.7058	0.5748	0.7582
No log	4.5676	338	0.6119	0.7239	0.6119	0.7823
No log	4.5946	340	0.6944	0.6882	0.6944	0.8333
No log	4.6216	342	0.6749	0.6958	0.6749	0.8215
No log	4.6486	344	0.5947	0.7172	0.5947	0.7712
No log	4.6757	346	0.5683	0.7384	0.5683	0.7539
No log	4.7027	348	0.6171	0.7052	0.6171	0.7856
No log	4.7297	350	0.6646	0.6942	0.6646	0.8152
No log	4.7568	352	0.6930	0.6867	0.6930	0.8325
No log	4.7838	354	0.6613	0.6875	0.6613	0.8132
No log	4.8108	356	0.6152	0.6972	0.6152	0.7843
No log	4.8378	358	0.5784	0.7384	0.5784	0.7605
No log	4.8649	360	0.5799	0.7380	0.5799	0.7615
No log	4.8919	362	0.5921	0.7482	0.5921	0.7695
No log	4.9189	364	0.5941	0.7396	0.5941	0.7708
No log	4.9459	366	0.5945	0.7242	0.5945	0.7710
No log	4.9730	368	0.5957	0.7242	0.5957	0.7718
No log	5.0	370	0.6093	0.7260	0.6093	0.7806
No log	5.0270	372	0.6078	0.7142	0.6078	0.7796
No log	5.0541	374	0.5976	0.7074	0.5976	0.7731
No log	5.0811	376	0.6283	0.7231	0.6283	0.7927
No log	5.1081	378	0.6906	0.6970	0.6906	0.8310
No log	5.1351	380	0.6907	0.7065	0.6907	0.8311
No log	5.1622	382	0.6690	0.7078	0.6690	0.8179
No log	5.1892	384	0.6387	0.7194	0.6387	0.7992
No log	5.2162	386	0.6257	0.7322	0.6257	0.7910
No log	5.2432	388	0.6236	0.7322	0.6236	0.7897
No log	5.2703	390	0.6287	0.7310	0.6287	0.7929
No log	5.2973	392	0.6252	0.7377	0.6252	0.7907
No log	5.3243	394	0.6252	0.7372	0.6252	0.7907
No log	5.3514	396	0.6294	0.7411	0.6294	0.7933
No log	5.3784	398	0.6324	0.7366	0.6324	0.7952
No log	5.4054	400	0.6319	0.7322	0.6319	0.7950
No log	5.4324	402	0.6295	0.7107	0.6295	0.7934
No log	5.4595	404	0.6303	0.7111	0.6303	0.7939
No log	5.4865	406	0.6437	0.6940	0.6437	0.8023
No log	5.5135	408	0.6686	0.6864	0.6686	0.8177
No log	5.5405	410	0.7352	0.6424	0.7352	0.8574
No log	5.5676	412	0.7775	0.6112	0.7775	0.8817
No log	5.5946	414	0.7461	0.6258	0.7461	0.8638
No log	5.6216	416	0.6804	0.6711	0.6804	0.8249
No log	5.6486	418	0.6287	0.6725	0.6287	0.7929
No log	5.6757	420	0.6173	0.7051	0.6173	0.7857
No log	5.7027	422	0.6155	0.7001	0.6155	0.7845
No log	5.7297	424	0.6245	0.7193	0.6245	0.7902
No log	5.7568	426	0.6709	0.6974	0.6709	0.8191
No log	5.7838	428	0.7189	0.6666	0.7189	0.8479
No log	5.8108	430	0.7256	0.6787	0.7256	0.8518
No log	5.8378	432	0.6908	0.6861	0.6908	0.8312
No log	5.8649	434	0.6677	0.7111	0.6677	0.8171
No log	5.8919	436	0.6537	0.7332	0.6537	0.8085
No log	5.9189	438	0.6620	0.7261	0.6620	0.8136
No log	5.9459	440	0.6633	0.7173	0.6633	0.8144
No log	5.9730	442	0.6636	0.7119	0.6636	0.8146
No log	6.0	444	0.6523	0.7119	0.6523	0.8077
No log	6.0270	446	0.6507	0.7070	0.6507	0.8067
No log	6.0541	448	0.6670	0.7203	0.6670	0.8167
No log	6.0811	450	0.6815	0.7175	0.6815	0.8255
No log	6.1081	452	0.7114	0.6746	0.7114	0.8435
No log	6.1351	454	0.7600	0.6233	0.7600	0.8718
No log	6.1622	456	0.7570	0.6636	0.7570	0.8701
No log	6.1892	458	0.7041	0.6862	0.7041	0.8391
No log	6.2162	460	0.6412	0.6883	0.6412	0.8007
No log	6.2432	462	0.6145	0.6859	0.6145	0.7839
No log	6.2703	464	0.6166	0.7170	0.6166	0.7852
No log	6.2973	466	0.6341	0.7183	0.6341	0.7963
No log	6.3243	468	0.6586	0.7088	0.6586	0.8115
No log	6.3514	470	0.6910	0.7066	0.6910	0.8313
No log	6.3784	472	0.6881	0.6979	0.6881	0.8295
No log	6.4054	474	0.6672	0.7122	0.6672	0.8169
No log	6.4324	476	0.6321	0.7355	0.6321	0.7950
No log	6.4595	478	0.6171	0.7260	0.6171	0.7855
No log	6.4865	480	0.6153	0.7260	0.6153	0.7844
No log	6.5135	482	0.6152	0.7190	0.6152	0.7844
No log	6.5405	484	0.6162	0.7190	0.6162	0.7850
No log	6.5676	486	0.6217	0.7003	0.6217	0.7885
No log	6.5946	488	0.6325	0.7111	0.6325	0.7953
No log	6.6216	490	0.6347	0.7097	0.6347	0.7967
No log	6.6486	492	0.6341	0.7255	0.6341	0.7963
No log	6.6757	494	0.6314	0.7312	0.6314	0.7946
No log	6.7027	496	0.6321	0.7258	0.6321	0.7950
No log	6.7297	498	0.6355	0.7290	0.6355	0.7972
0.4813	6.7568	500	0.6436	0.7398	0.6436	0.8022
0.4813	6.7838	502	0.6723	0.6994	0.6723	0.8199
0.4813	6.8108	504	0.6914	0.6864	0.6914	0.8315
0.4813	6.8378	506	0.6879	0.6841	0.6879	0.8294
0.4813	6.8649	508	0.6763	0.7160	0.6763	0.8223
0.4813	6.8919	510	0.6777	0.7160	0.6777	0.8232
0.4813	6.9189	512	0.7048	0.6944	0.7048	0.8395
0.4813	6.9459	514	0.7311	0.6800	0.7311	0.8550
0.4813	6.9730	516	0.7263	0.6804	0.7263	0.8523
0.4813	7.0	518	0.7079	0.6768	0.7079	0.8414
0.4813	7.0270	520	0.6739	0.7038	0.6739	0.8209
0.4813	7.0541	522	0.6341	0.7036	0.6341	0.7963
0.4813	7.0811	524	0.6175	0.7208	0.6175	0.7858
0.4813	7.1081	526	0.6154	0.7104	0.6154	0.7845
0.4813	7.1351	528	0.6227	0.7203	0.6227	0.7891
0.4813	7.1622	530	0.6366	0.7223	0.6366	0.7979
0.4813	7.1892	532	0.6647	0.6944	0.6647	0.8153
0.4813	7.2162	534	0.7075	0.6686	0.7075	0.8411
0.4813	7.2432	536	0.7410	0.6725	0.7410	0.8608
0.4813	7.2703	538	0.7598	0.6725	0.7598	0.8717
0.4813	7.2973	540	0.7708	0.6725	0.7708	0.8780
0.4813	7.3243	542	0.7631	0.6732	0.7631	0.8736
0.4813	7.3514	544	0.7210	0.6801	0.7210	0.8491
0.4813	7.3784	546	0.6908	0.6868	0.6908	0.8311
0.4813	7.4054	548	0.6747	0.6809	0.6747	0.8214
0.4813	7.4324	550	0.6712	0.6852	0.6712	0.8192
0.4813	7.4595	552	0.6836	0.6730	0.6836	0.8268
0.4813	7.4865	554	0.6891	0.6732	0.6891	0.8301
0.4813	7.5135	556	0.7109	0.6760	0.7109	0.8431
0.4813	7.5405	558	0.7121	0.6778	0.7121	0.8439
0.4813	7.5676	560	0.7015	0.6796	0.7015	0.8375
0.4813	7.5946	562	0.6746	0.6917	0.6746	0.8214
0.4813	7.6216	564	0.6582	0.6957	0.6582	0.8113
0.4813	7.6486	566	0.6352	0.6945	0.6352	0.7970
0.4813	7.6757	568	0.6271	0.6995	0.6271	0.7919
0.4813	7.7027	570	0.6294	0.6842	0.6294	0.7934
0.4813	7.7297	572	0.6511	0.6907	0.6511	0.8069
0.4813	7.7568	574	0.6844	0.6709	0.6844	0.8273
0.4813	7.7838	576	0.6911	0.6843	0.6911	0.8313
0.4813	7.8108	578	0.6716	0.6887	0.6716	0.8195
0.4813	7.8378	580	0.6613	0.6850	0.6613	0.8132
0.4813	7.8649	582	0.6504	0.6982	0.6504	0.8065
0.4813	7.8919	584	0.6433	0.7091	0.6433	0.8021
0.4813	7.9189	586	0.6505	0.7020	0.6505	0.8065
0.4813	7.9459	588	0.6575	0.6894	0.6575	0.8108
0.4813	7.9730	590	0.6728	0.7044	0.6728	0.8203
0.4813	8.0	592	0.6724	0.7044	0.6724	0.8200
0.4813	8.0270	594	0.6589	0.6880	0.6589	0.8117
0.4813	8.0541	596	0.6506	0.6920	0.6506	0.8066
0.4813	8.0811	598	0.6415	0.7348	0.6415	0.8010
0.4813	8.1081	600	0.6430	0.7348	0.6430	0.8019
0.4813	8.1351	602	0.6437	0.7305	0.6437	0.8023
0.4813	8.1622	604	0.6513	0.6908	0.6513	0.8070
0.4813	8.1892	606	0.6638	0.7009	0.6638	0.8147
0.4813	8.2162	608	0.6766	0.7	0.6766	0.8226
0.4813	8.2432	610	0.6737	0.6801	0.6737	0.8208
0.4813	8.2703	612	0.6605	0.6820	0.6605	0.8127
0.4813	8.2973	614	0.6442	0.7057	0.6442	0.8026
0.4813	8.3243	616	0.6318	0.7128	0.6318	0.7948
0.4813	8.3514	618	0.6219	0.7291	0.6219	0.7886
0.4813	8.3784	620	0.6186	0.7291	0.6186	0.7865
0.4813	8.4054	622	0.6164	0.7291	0.6164	0.7851
0.4813	8.4324	624	0.6222	0.7278	0.6222	0.7888
0.4813	8.4595	626	0.6288	0.7161	0.6288	0.7930
0.4813	8.4865	628	0.6318	0.7071	0.6318	0.7949
0.4813	8.5135	630	0.6312	0.7117	0.6312	0.7945
0.4813	8.5405	632	0.6224	0.7279	0.6224	0.7889
0.4813	8.5676	634	0.6127	0.7331	0.6127	0.7827
0.4813	8.5946	636	0.6127	0.7331	0.6127	0.7828
0.4813	8.6216	638	0.6175	0.7239	0.6175	0.7858
0.4813	8.6486	640	0.6170	0.7370	0.6170	0.7855
0.4813	8.6757	642	0.6115	0.7377	0.6115	0.7820
0.4813	8.7027	644	0.6118	0.7377	0.6118	0.7822
0.4813	8.7297	646	0.6174	0.7331	0.6174	0.7857
0.4813	8.7568	648	0.6227	0.7134	0.6227	0.7891
0.4813	8.7838	650	0.6275	0.7172	0.6275	0.7922
0.4813	8.8108	652	0.6304	0.7172	0.6304	0.7939
0.4813	8.8378	654	0.6362	0.7172	0.6362	0.7976
0.4813	8.8649	656	0.6387	0.7127	0.6387	0.7992
0.4813	8.8919	658	0.6402	0.7127	0.6402	0.8001
0.4813	8.9189	660	0.6425	0.7127	0.6425	0.8016
0.4813	8.9459	662	0.6368	0.7127	0.6368	0.7980
0.4813	8.9730	664	0.6298	0.7194	0.6298	0.7936
0.4813	9.0	666	0.6267	0.7177	0.6267	0.7916
0.4813	9.0270	668	0.6296	0.7240	0.6296	0.7935
0.4813	9.0541	670	0.6381	0.7194	0.6381	0.7988
0.4813	9.0811	672	0.6515	0.6957	0.6515	0.8071
0.4813	9.1081	674	0.6637	0.6950	0.6637	0.8147
0.4813	9.1351	676	0.6756	0.6930	0.6756	0.8219
0.4813	9.1622	678	0.6831	0.6930	0.6831	0.8265
0.4813	9.1892	680	0.6824	0.6930	0.6824	0.8261
0.4813	9.2162	682	0.6759	0.7	0.6759	0.8221
0.4813	9.2432	684	0.6724	0.7	0.6724	0.8200
0.4813	9.2703	686	0.6683	0.7	0.6683	0.8175
0.4813	9.2973	688	0.6601	0.7020	0.6601	0.8124
0.4813	9.3243	690	0.6529	0.6938	0.6529	0.8080
0.4813	9.3514	692	0.6512	0.6938	0.6512	0.8070
0.4813	9.3784	694	0.6485	0.6938	0.6485	0.8053
0.4813	9.4054	696	0.6452	0.6938	0.6452	0.8033
0.4813	9.4324	698	0.6445	0.6984	0.6445	0.8028
0.4813	9.4595	700	0.6461	0.6938	0.6461	0.8038
0.4813	9.4865	702	0.6460	0.6938	0.6460	0.8037
0.4813	9.5135	704	0.6445	0.6984	0.6445	0.8028
0.4813	9.5405	706	0.6419	0.6965	0.6419	0.8012
0.4813	9.5676	708	0.6399	0.7162	0.6399	0.7999
0.4813	9.5946	710	0.6374	0.7122	0.6374	0.7984
0.4813	9.6216	712	0.6351	0.7192	0.6351	0.7969
0.4813	9.6486	714	0.6347	0.7192	0.6347	0.7967
0.4813	9.6757	716	0.6357	0.7192	0.6357	0.7973
0.4813	9.7027	718	0.6374	0.7192	0.6374	0.7984
0.4813	9.7297	720	0.6394	0.7185	0.6394	0.7996
0.4813	9.7568	722	0.6400	0.7224	0.6400	0.8000
0.4813	9.7838	724	0.6404	0.7203	0.6404	0.8003
0.4813	9.8108	726	0.6405	0.7203	0.6405	0.8003
0.4813	9.8378	728	0.6405	0.7203	0.6405	0.8003
0.4813	9.8649	730	0.6399	0.7224	0.6399	0.7999
0.4813	9.8919	732	0.6387	0.7162	0.6387	0.7992
0.4813	9.9189	734	0.6376	0.7122	0.6376	0.7985
0.4813	9.9459	736	0.6369	0.7122	0.6369	0.7980
0.4813	9.9730	738	0.6367	0.7122	0.6367	0.7979
0.4813	10.0	740	0.6366	0.7122	0.6366	0.7979

Framework versions

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