ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k19_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: 0.6235
• Qwk: 0.7358
• Mse: 0.6235
• Rmse: 0.7897

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	0.0215	2	5.4384	-0.0248	5.4384	2.3320
No log	0.0430	4	3.3616	0.0780	3.3616	1.8335
No log	0.0645	6	2.2483	0.1046	2.2483	1.4994
No log	0.0860	8	1.8073	0.0152	1.8073	1.3444
No log	0.1075	10	1.7398	0.0335	1.7398	1.3190
No log	0.1290	12	1.1742	0.2739	1.1742	1.0836
No log	0.1505	14	1.1391	0.2930	1.1391	1.0673
No log	0.1720	16	1.1188	0.3059	1.1188	1.0577
No log	0.1935	18	1.1612	0.2295	1.1612	1.0776
No log	0.2151	20	1.2528	0.2645	1.2528	1.1193
No log	0.2366	22	1.3040	0.2653	1.3040	1.1419
No log	0.2581	24	1.3348	0.2985	1.3348	1.1553
No log	0.2796	26	1.4623	0.2563	1.4623	1.2093
No log	0.3011	28	1.7234	0.2572	1.7234	1.3128
No log	0.3226	30	1.7822	0.2783	1.7822	1.3350
No log	0.3441	32	1.6570	0.2847	1.6570	1.2873
No log	0.3656	34	1.3198	0.4201	1.3198	1.1488
No log	0.3871	36	1.1160	0.5148	1.1160	1.0564
No log	0.4086	38	0.9805	0.5244	0.9805	0.9902
No log	0.4301	40	1.2731	0.4834	1.2731	1.1283
No log	0.4516	42	2.1751	0.2664	2.1751	1.4748
No log	0.4731	44	2.1830	0.2691	2.1830	1.4775
No log	0.4946	46	1.4177	0.4716	1.4177	1.1907
No log	0.5161	48	1.2025	0.5168	1.2025	1.0966
No log	0.5376	50	0.9652	0.5491	0.9652	0.9824
No log	0.5591	52	0.7746	0.6416	0.7746	0.8801
No log	0.5806	54	0.9477	0.5674	0.9477	0.9735
No log	0.6022	56	1.4338	0.4040	1.4338	1.1974
No log	0.6237	58	2.3352	0.2714	2.3352	1.5282
No log	0.6452	60	2.5190	0.2027	2.5190	1.5871
No log	0.6667	62	1.9410	0.2864	1.9410	1.3932
No log	0.6882	64	1.1286	0.4932	1.1286	1.0624
No log	0.7097	66	0.7550	0.5816	0.7550	0.8689
No log	0.7312	68	0.6385	0.6713	0.6385	0.7991
No log	0.7527	70	0.5804	0.6881	0.5804	0.7618
No log	0.7742	72	0.6154	0.6943	0.6154	0.7845
No log	0.7957	74	0.8832	0.5280	0.8832	0.9398
No log	0.8172	76	1.3369	0.4071	1.3369	1.1562
No log	0.8387	78	1.3757	0.4029	1.3757	1.1729
No log	0.8602	80	1.1911	0.4716	1.1911	1.0914
No log	0.8817	82	0.7689	0.6441	0.7689	0.8769
No log	0.9032	84	0.6603	0.6926	0.6603	0.8126
No log	0.9247	86	0.6184	0.7108	0.6184	0.7864
No log	0.9462	88	0.6435	0.7314	0.6435	0.8022
No log	0.9677	90	0.6276	0.7409	0.6276	0.7922
No log	0.9892	92	0.6069	0.7426	0.6069	0.7790
No log	1.0108	94	0.6109	0.7326	0.6109	0.7816
No log	1.0323	96	0.6917	0.6805	0.6917	0.8317
No log	1.0538	98	0.7191	0.6786	0.7191	0.8480
No log	1.0753	100	0.6294	0.7423	0.6294	0.7934
No log	1.0968	102	0.7135	0.6939	0.7135	0.8447
No log	1.1183	104	0.7738	0.6957	0.7738	0.8797
No log	1.1398	106	0.7800	0.6848	0.7800	0.8832
No log	1.1613	108	0.9705	0.5499	0.9705	0.9851
No log	1.1828	110	0.9918	0.5535	0.9918	0.9959
No log	1.2043	112	1.0270	0.5500	1.0270	1.0134
No log	1.2258	114	0.9472	0.5876	0.9472	0.9733
No log	1.2473	116	0.7131	0.7070	0.7131	0.8445
No log	1.2688	118	0.6322	0.7472	0.6322	0.7951
No log	1.2903	120	0.6752	0.7191	0.6752	0.8217
No log	1.3118	122	0.6688	0.7455	0.6688	0.8178
No log	1.3333	124	0.7014	0.7163	0.7014	0.8375
No log	1.3548	126	0.7733	0.6881	0.7733	0.8794
No log	1.3763	128	0.7328	0.7111	0.7328	0.8560
No log	1.3978	130	0.6739	0.7245	0.6739	0.8209
No log	1.4194	132	0.6721	0.7164	0.6721	0.8198
No log	1.4409	134	0.6641	0.7066	0.6641	0.8149
No log	1.4624	136	0.7432	0.6667	0.7432	0.8621
No log	1.4839	138	0.9881	0.5642	0.9881	0.9940
No log	1.5054	140	0.9807	0.5677	0.9807	0.9903
No log	1.5269	142	0.7833	0.6560	0.7833	0.8850
No log	1.5484	144	0.6230	0.7464	0.6230	0.7893
No log	1.5699	146	0.6294	0.7096	0.6294	0.7933
No log	1.5914	148	0.6120	0.7153	0.6120	0.7823
No log	1.6129	150	0.6221	0.7429	0.6221	0.7887
No log	1.6344	152	0.7627	0.6835	0.7627	0.8733
No log	1.6559	154	0.8693	0.5906	0.8693	0.9324
No log	1.6774	156	0.7781	0.6653	0.7781	0.8821
No log	1.6989	158	0.6367	0.7338	0.6367	0.7979
No log	1.7204	160	0.6114	0.7266	0.6114	0.7820
No log	1.7419	162	0.6029	0.7276	0.6029	0.7765
No log	1.7634	164	0.6382	0.7174	0.6382	0.7989
No log	1.7849	166	0.6469	0.7075	0.6469	0.8043
No log	1.8065	168	0.6714	0.6815	0.6714	0.8194
No log	1.8280	170	0.6578	0.7149	0.6578	0.8111
No log	1.8495	172	0.6359	0.7193	0.6359	0.7975
No log	1.8710	174	0.6508	0.7172	0.6508	0.8067
No log	1.8925	176	0.7372	0.6900	0.7372	0.8586
No log	1.9140	178	0.8588	0.6497	0.8588	0.9267
No log	1.9355	180	0.9175	0.6342	0.9175	0.9579
No log	1.9570	182	0.7670	0.6474	0.7670	0.8758
No log	1.9785	184	0.6756	0.6989	0.6756	0.8219
No log	2.0	186	0.6697	0.7041	0.6697	0.8183
No log	2.0215	188	0.6676	0.7084	0.6676	0.8171
No log	2.0430	190	0.6980	0.7071	0.6980	0.8354
No log	2.0645	192	0.6985	0.6893	0.6985	0.8358
No log	2.0860	194	0.6433	0.7213	0.6433	0.8021
No log	2.1075	196	0.6110	0.7067	0.6110	0.7817
No log	2.1290	198	0.6126	0.7124	0.6126	0.7827
No log	2.1505	200	0.6094	0.7124	0.6094	0.7806
No log	2.1720	202	0.5958	0.7120	0.5958	0.7719
No log	2.1935	204	0.6423	0.7167	0.6423	0.8015
No log	2.2151	206	0.6534	0.7133	0.6534	0.8084
No log	2.2366	208	0.6461	0.7310	0.6461	0.8038
No log	2.2581	210	0.6251	0.7394	0.6251	0.7906
No log	2.2796	212	0.6678	0.6945	0.6678	0.8172
No log	2.3011	214	0.7174	0.7195	0.7174	0.8470
No log	2.3226	216	0.6870	0.7187	0.6870	0.8288
No log	2.3441	218	0.6412	0.7388	0.6412	0.8007
No log	2.3656	220	0.6893	0.7085	0.6893	0.8302
No log	2.3871	222	0.7201	0.7044	0.7201	0.8486
No log	2.4086	224	0.6905	0.7217	0.6905	0.8310
No log	2.4301	226	0.6448	0.7076	0.6448	0.8030
No log	2.4516	228	0.6462	0.7146	0.6462	0.8038
No log	2.4731	230	0.6627	0.7174	0.6627	0.8141
No log	2.4946	232	0.6529	0.7155	0.6529	0.8080
No log	2.5161	234	0.6796	0.7082	0.6796	0.8244
No log	2.5376	236	0.8699	0.6202	0.8699	0.9327
No log	2.5591	238	1.0477	0.5622	1.0477	1.0236
No log	2.5806	240	1.0030	0.5746	1.0030	1.0015
No log	2.6022	242	0.7926	0.6770	0.7926	0.8903
No log	2.6237	244	0.6711	0.7104	0.6711	0.8192
No log	2.6452	246	0.6991	0.7241	0.6991	0.8361
No log	2.6667	248	0.7435	0.7288	0.7435	0.8623
No log	2.6882	250	0.6901	0.7264	0.6901	0.8307
No log	2.7097	252	0.6866	0.7180	0.6866	0.8286
No log	2.7312	254	0.8338	0.6752	0.8338	0.9131
No log	2.7527	256	1.0015	0.6036	1.0015	1.0008
No log	2.7742	258	1.0171	0.5883	1.0171	1.0085
No log	2.7957	260	0.8603	0.6431	0.8603	0.9275
No log	2.8172	262	0.6957	0.6916	0.6957	0.8341
No log	2.8387	264	0.6650	0.7298	0.6650	0.8155
No log	2.8602	266	0.6633	0.7328	0.6633	0.8145
No log	2.8817	268	0.6530	0.7347	0.6530	0.8081
No log	2.9032	270	0.7013	0.7135	0.7013	0.8374
No log	2.9247	272	0.7030	0.7349	0.7030	0.8385
No log	2.9462	274	0.6355	0.7368	0.6355	0.7972
No log	2.9677	276	0.6193	0.7463	0.6193	0.7869
No log	2.9892	278	0.6552	0.7152	0.6552	0.8094
No log	3.0108	280	0.6235	0.7191	0.6235	0.7896
No log	3.0323	282	0.5834	0.7376	0.5834	0.7638
No log	3.0538	284	0.5799	0.7543	0.5799	0.7615
No log	3.0753	286	0.5918	0.7635	0.5918	0.7693
No log	3.0968	288	0.6073	0.7635	0.6073	0.7793
No log	3.1183	290	0.6410	0.7359	0.6410	0.8006
No log	3.1398	292	0.7099	0.7080	0.7099	0.8426
No log	3.1613	294	0.7293	0.7246	0.7293	0.8540
No log	3.1828	296	0.6944	0.7340	0.6944	0.8333
No log	3.2043	298	0.7182	0.6946	0.7182	0.8475
No log	3.2258	300	0.7861	0.6503	0.7861	0.8866
No log	3.2473	302	0.9229	0.6035	0.9229	0.9607
No log	3.2688	304	0.8870	0.6126	0.8870	0.9418
No log	3.2903	306	0.7085	0.6701	0.7085	0.8417
No log	3.3118	308	0.6407	0.6980	0.6407	0.8004
No log	3.3333	310	0.6414	0.6942	0.6414	0.8009
No log	3.3548	312	0.6603	0.6841	0.6603	0.8126
No log	3.3763	314	0.6833	0.7188	0.6833	0.8266
No log	3.3978	316	0.6600	0.7314	0.6600	0.8124
No log	3.4194	318	0.6180	0.7268	0.6180	0.7861
No log	3.4409	320	0.6082	0.7463	0.6082	0.7799
No log	3.4624	322	0.6258	0.7307	0.6258	0.7911
No log	3.4839	324	0.6749	0.7337	0.6749	0.8215
No log	3.5054	326	0.6885	0.7262	0.6885	0.8298
No log	3.5269	328	0.6417	0.7382	0.6417	0.8010
No log	3.5484	330	0.6307	0.7422	0.6307	0.7941
No log	3.5699	332	0.6985	0.7501	0.6985	0.8357
No log	3.5914	334	0.7369	0.7079	0.7369	0.8584
No log	3.6129	336	0.6948	0.7573	0.6948	0.8336
No log	3.6344	338	0.6288	0.7529	0.6288	0.7929
No log	3.6559	340	0.6149	0.7376	0.6149	0.7842
No log	3.6774	342	0.6335	0.7286	0.6335	0.7959
No log	3.6989	344	0.6265	0.7286	0.6265	0.7915
No log	3.7204	346	0.6098	0.7360	0.6098	0.7809
No log	3.7419	348	0.6469	0.7469	0.6469	0.8043
No log	3.7634	350	0.7378	0.7036	0.7378	0.8590
No log	3.7849	352	0.7445	0.6914	0.7445	0.8628
No log	3.8065	354	0.6768	0.7359	0.6768	0.8227
No log	3.8280	356	0.6244	0.7278	0.6244	0.7902
No log	3.8495	358	0.6285	0.7066	0.6285	0.7928
No log	3.8710	360	0.6301	0.7195	0.6301	0.7938
No log	3.8925	362	0.6522	0.7072	0.6522	0.8076
No log	3.9140	364	0.6825	0.7077	0.6825	0.8261
No log	3.9355	366	0.7345	0.6846	0.7345	0.8570
No log	3.9570	368	0.6987	0.7077	0.6987	0.8359
No log	3.9785	370	0.6324	0.7063	0.6324	0.7952
No log	4.0	372	0.6361	0.7326	0.6361	0.7975
No log	4.0215	374	0.6666	0.7172	0.6666	0.8164
No log	4.0430	376	0.6579	0.7216	0.6579	0.8111
No log	4.0645	378	0.6316	0.7244	0.6316	0.7947
No log	4.0860	380	0.6171	0.7086	0.6171	0.7856
No log	4.1075	382	0.6167	0.7164	0.6167	0.7853
No log	4.1290	384	0.6324	0.7473	0.6324	0.7952
No log	4.1505	386	0.6789	0.7228	0.6789	0.8239
No log	4.1720	388	0.7231	0.7070	0.7231	0.8503
No log	4.1935	390	0.7945	0.6652	0.7945	0.8914
No log	4.2151	392	0.7729	0.6669	0.7729	0.8791
No log	4.2366	394	0.7057	0.7132	0.7057	0.8401
No log	4.2581	396	0.6756	0.6993	0.6756	0.8219
No log	4.2796	398	0.6768	0.7161	0.6768	0.8227
No log	4.3011	400	0.6846	0.7055	0.6846	0.8274
No log	4.3226	402	0.6829	0.7142	0.6829	0.8264
No log	4.3441	404	0.6674	0.7266	0.6674	0.8170
No log	4.3656	406	0.6534	0.7144	0.6534	0.8083
No log	4.3871	408	0.6282	0.7273	0.6282	0.7926
No log	4.4086	410	0.6240	0.7259	0.6240	0.7899
No log	4.4301	412	0.6329	0.7221	0.6329	0.7955
No log	4.4516	414	0.6395	0.7221	0.6395	0.7997
No log	4.4731	416	0.6488	0.7181	0.6488	0.8055
No log	4.4946	418	0.6574	0.7238	0.6574	0.8108
No log	4.5161	420	0.6420	0.7181	0.6420	0.8012
No log	4.5376	422	0.6335	0.7092	0.6335	0.7959
No log	4.5591	424	0.6188	0.7135	0.6188	0.7866
No log	4.5806	426	0.6152	0.7339	0.6152	0.7843
No log	4.6022	428	0.6341	0.7337	0.6341	0.7963
No log	4.6237	430	0.6790	0.7370	0.6790	0.8240
No log	4.6452	432	0.6809	0.7385	0.6809	0.8252
No log	4.6667	434	0.6249	0.7495	0.6249	0.7905
No log	4.6882	436	0.5992	0.7270	0.5992	0.7741
No log	4.7097	438	0.6013	0.7287	0.6013	0.7754
No log	4.7312	440	0.6174	0.7071	0.6174	0.7858
No log	4.7527	442	0.6477	0.7106	0.6477	0.8048
No log	4.7742	444	0.6515	0.7093	0.6515	0.8071
No log	4.7957	446	0.6381	0.7228	0.6381	0.7988
No log	4.8172	448	0.6168	0.7259	0.6168	0.7853
No log	4.8387	450	0.6197	0.7265	0.6197	0.7872
No log	4.8602	452	0.6170	0.7392	0.6170	0.7855
No log	4.8817	454	0.6300	0.7265	0.6300	0.7937
No log	4.9032	456	0.6375	0.7379	0.6375	0.7984
No log	4.9247	458	0.6736	0.7291	0.6736	0.8207
No log	4.9462	460	0.6771	0.7291	0.6771	0.8229
No log	4.9677	462	0.6571	0.7394	0.6571	0.8106
No log	4.9892	464	0.6325	0.7291	0.6325	0.7953
No log	5.0108	466	0.6191	0.7227	0.6191	0.7868
No log	5.0323	468	0.6174	0.7042	0.6174	0.7857
No log	5.0538	470	0.6246	0.7161	0.6246	0.7903
No log	5.0753	472	0.6327	0.7147	0.6327	0.7954
No log	5.0968	474	0.6364	0.7178	0.6364	0.7977
No log	5.1183	476	0.6385	0.7278	0.6385	0.7991
No log	5.1398	478	0.6433	0.7235	0.6433	0.8021
No log	5.1613	480	0.6395	0.7250	0.6395	0.7997
No log	5.1828	482	0.6346	0.7141	0.6346	0.7966
No log	5.2043	484	0.6368	0.7185	0.6368	0.7980
No log	5.2258	486	0.6424	0.7109	0.6424	0.8015
No log	5.2473	488	0.6335	0.7178	0.6335	0.7959
No log	5.2688	490	0.6320	0.7255	0.6320	0.7950
No log	5.2903	492	0.6433	0.7245	0.6433	0.8021
No log	5.3118	494	0.6705	0.7349	0.6705	0.8189
No log	5.3333	496	0.6811	0.7349	0.6811	0.8253
No log	5.3548	498	0.6774	0.7463	0.6774	0.8231
0.4118	5.3763	500	0.6549	0.7406	0.6549	0.8093
0.4118	5.3978	502	0.6344	0.7364	0.6344	0.7965
0.4118	5.4194	504	0.6173	0.7338	0.6173	0.7857
0.4118	5.4409	506	0.6140	0.7407	0.6140	0.7836
0.4118	5.4624	508	0.6008	0.7407	0.6008	0.7751
0.4118	5.4839	510	0.5914	0.7482	0.5914	0.7690
0.4118	5.5054	512	0.6004	0.7380	0.6004	0.7748
0.4118	5.5269	514	0.6208	0.7359	0.6208	0.7879
0.4118	5.5484	516	0.6428	0.7217	0.6428	0.8018
0.4118	5.5699	518	0.6480	0.7167	0.6480	0.8050
0.4118	5.5914	520	0.6348	0.7385	0.6348	0.7967
0.4118	5.6129	522	0.6629	0.7167	0.6629	0.8142
0.4118	5.6344	524	0.6900	0.7204	0.6900	0.8307
0.4118	5.6559	526	0.7042	0.7352	0.7042	0.8392
0.4118	5.6774	528	0.7296	0.7177	0.7296	0.8542
0.4118	5.6989	530	0.7233	0.7346	0.7233	0.8505
0.4118	5.7204	532	0.7369	0.6971	0.7369	0.8584
0.4118	5.7419	534	0.7287	0.6971	0.7287	0.8537
0.4118	5.7634	536	0.7218	0.6971	0.7218	0.8496
0.4118	5.7849	538	0.6791	0.7141	0.6791	0.8240
0.4118	5.8065	540	0.6650	0.7125	0.6650	0.8155
0.4118	5.8280	542	0.6830	0.7141	0.6830	0.8265
0.4118	5.8495	544	0.6736	0.7141	0.6736	0.8207
0.4118	5.8710	546	0.6407	0.7343	0.6407	0.8004
0.4118	5.8925	548	0.6369	0.7229	0.6369	0.7981
0.4118	5.9140	550	0.6427	0.7124	0.6427	0.8017
0.4118	5.9355	552	0.6524	0.7124	0.6524	0.8077
0.4118	5.9570	554	0.6635	0.7137	0.6635	0.8146
0.4118	5.9785	556	0.6525	0.7216	0.6525	0.8078
0.4118	6.0	558	0.6323	0.7383	0.6323	0.7952
0.4118	6.0215	560	0.6239	0.7511	0.6239	0.7899
0.4118	6.0430	562	0.6173	0.7467	0.6173	0.7857
0.4118	6.0645	564	0.5858	0.7470	0.5858	0.7654
0.4118	6.0860	566	0.5650	0.7318	0.5650	0.7517
0.4118	6.1075	568	0.5812	0.7275	0.5812	0.7624
0.4118	6.1290	570	0.6015	0.7227	0.6015	0.7756
0.4118	6.1505	572	0.6004	0.7282	0.6004	0.7749
0.4118	6.1720	574	0.5951	0.7250	0.5951	0.7714
0.4118	6.1935	576	0.6142	0.7324	0.6142	0.7837
0.4118	6.2151	578	0.6262	0.7339	0.6262	0.7913
0.4118	6.2366	580	0.6233	0.7339	0.6233	0.7895
0.4118	6.2581	582	0.6174	0.7250	0.6174	0.7858
0.4118	6.2796	584	0.6239	0.7090	0.6239	0.7899
0.4118	6.3011	586	0.6288	0.7282	0.6288	0.7930
0.4118	6.3226	588	0.6166	0.7225	0.6166	0.7853
0.4118	6.3441	590	0.6031	0.7296	0.6031	0.7766
0.4118	6.3656	592	0.6093	0.7288	0.6093	0.7806
0.4118	6.3871	594	0.6237	0.7292	0.6237	0.7898
0.4118	6.4086	596	0.6154	0.7387	0.6154	0.7845
0.4118	6.4301	598	0.5997	0.7399	0.5997	0.7744
0.4118	6.4516	600	0.5919	0.7475	0.5919	0.7693
0.4118	6.4731	602	0.5948	0.7377	0.5948	0.7712
0.4118	6.4946	604	0.5972	0.7340	0.5972	0.7728
0.4118	6.5161	606	0.6007	0.7265	0.6007	0.7751
0.4118	6.5376	608	0.6051	0.7362	0.6051	0.7779
0.4118	6.5591	610	0.6124	0.7394	0.6124	0.7825
0.4118	6.5806	612	0.6412	0.7332	0.6412	0.8007
0.4118	6.6022	614	0.6579	0.7289	0.6579	0.8111
0.4118	6.6237	616	0.6652	0.7316	0.6652	0.8156
0.4118	6.6452	618	0.6596	0.7359	0.6596	0.8122
0.4118	6.6667	620	0.6448	0.7359	0.6448	0.8030
0.4118	6.6882	622	0.6222	0.7375	0.6222	0.7888
0.4118	6.7097	624	0.5962	0.7447	0.5962	0.7722
0.4118	6.7312	626	0.5809	0.7508	0.5809	0.7622
0.4118	6.7527	628	0.5794	0.7355	0.5794	0.7612
0.4118	6.7742	630	0.5778	0.7355	0.5778	0.7601
0.4118	6.7957	632	0.5736	0.7355	0.5736	0.7573
0.4118	6.8172	634	0.5746	0.7415	0.5746	0.7580
0.4118	6.8387	636	0.5804	0.7392	0.5804	0.7618
0.4118	6.8602	638	0.5838	0.7364	0.5838	0.7640
0.4118	6.8817	640	0.5860	0.7358	0.5860	0.7655
0.4118	6.9032	642	0.5900	0.7302	0.5900	0.7681
0.4118	6.9247	644	0.5828	0.7264	0.5828	0.7634
0.4118	6.9462	646	0.5668	0.7468	0.5668	0.7529
0.4118	6.9677	648	0.5591	0.7453	0.5591	0.7478
0.4118	6.9892	650	0.5573	0.7420	0.5573	0.7465
0.4118	7.0108	652	0.5605	0.7420	0.5605	0.7487
0.4118	7.0323	654	0.5767	0.7491	0.5767	0.7594
0.4118	7.0538	656	0.6135	0.7271	0.6135	0.7833
0.4118	7.0753	658	0.7020	0.7025	0.7020	0.8379
0.4118	7.0968	660	0.8188	0.6653	0.8188	0.9049
0.4118	7.1183	662	0.8576	0.6653	0.8576	0.9261
0.4118	7.1398	664	0.8456	0.6644	0.8456	0.9195
0.4118	7.1613	666	0.7875	0.6811	0.7875	0.8874
0.4118	7.1828	668	0.7106	0.7205	0.7106	0.8430
0.4118	7.2043	670	0.6474	0.7287	0.6474	0.8046
0.4118	7.2258	672	0.6123	0.7326	0.6123	0.7825
0.4118	7.2473	674	0.5938	0.7430	0.5938	0.7706
0.4118	7.2688	676	0.5951	0.7468	0.5951	0.7715
0.4118	7.2903	678	0.6194	0.7293	0.6194	0.7870
0.4118	7.3118	680	0.6677	0.7059	0.6677	0.8171
0.4118	7.3333	682	0.7293	0.6739	0.7293	0.8540
0.4118	7.3548	684	0.7557	0.6739	0.7557	0.8693
0.4118	7.3763	686	0.7341	0.6929	0.7341	0.8568
0.4118	7.3978	688	0.7236	0.6971	0.7236	0.8507
0.4118	7.4194	690	0.6920	0.6870	0.6920	0.8319
0.4118	7.4409	692	0.6759	0.7046	0.6759	0.8222
0.4118	7.4624	694	0.6553	0.7224	0.6553	0.8095
0.4118	7.4839	696	0.6339	0.7250	0.6339	0.7962
0.4118	7.5054	698	0.6076	0.7409	0.6076	0.7795
0.4118	7.5269	700	0.5890	0.7432	0.5890	0.7675
0.4118	7.5484	702	0.5784	0.7455	0.5784	0.7606
0.4118	7.5699	704	0.5777	0.7310	0.5777	0.7601
0.4118	7.5914	706	0.5795	0.7304	0.5795	0.7613
0.4118	7.6129	708	0.5886	0.7359	0.5886	0.7672
0.4118	7.6344	710	0.6108	0.7286	0.6108	0.7815
0.4118	7.6559	712	0.6305	0.7286	0.6305	0.7940
0.4118	7.6774	714	0.6386	0.7347	0.6386	0.7991
0.4118	7.6989	716	0.6438	0.7206	0.6438	0.8024
0.4118	7.7204	718	0.6327	0.7206	0.6327	0.7954
0.4118	7.7419	720	0.6131	0.7380	0.6131	0.7830
0.4118	7.7634	722	0.6125	0.7277	0.6125	0.7826
0.4118	7.7849	724	0.6310	0.7293	0.6310	0.7943
0.4118	7.8065	726	0.6559	0.7029	0.6559	0.8099
0.4118	7.8280	728	0.6830	0.7046	0.6830	0.8264
0.4118	7.8495	730	0.6925	0.7095	0.6925	0.8321
0.4118	7.8710	732	0.7011	0.7095	0.7011	0.8373
0.4118	7.8925	734	0.6950	0.7082	0.6950	0.8337
0.4118	7.9140	736	0.6856	0.7046	0.6856	0.8280
0.4118	7.9355	738	0.6600	0.7046	0.6600	0.8124
0.4118	7.9570	740	0.6418	0.7078	0.6418	0.8011
0.4118	7.9785	742	0.6289	0.7326	0.6289	0.7930
0.4118	8.0	744	0.6136	0.7413	0.6136	0.7833
0.4118	8.0215	746	0.6105	0.7413	0.6105	0.7813
0.4118	8.0430	748	0.6083	0.7413	0.6083	0.7800
0.4118	8.0645	750	0.6078	0.7517	0.6078	0.7796
0.4118	8.0860	752	0.6068	0.7517	0.6068	0.7790
0.4118	8.1075	754	0.6063	0.7517	0.6063	0.7787
0.4118	8.1290	756	0.6087	0.7517	0.6087	0.7802
0.4118	8.1505	758	0.6083	0.7517	0.6083	0.7799
0.4118	8.1720	760	0.6116	0.7517	0.6116	0.7820
0.4118	8.1935	762	0.6172	0.7407	0.6172	0.7856
0.4118	8.2151	764	0.6179	0.7451	0.6179	0.7860
0.4118	8.2366	766	0.6329	0.7305	0.6329	0.7955
0.4118	8.2581	768	0.6506	0.7084	0.6506	0.8066
0.4118	8.2796	770	0.6575	0.7065	0.6575	0.8109
0.4118	8.3011	772	0.6541	0.7126	0.6541	0.8088
0.4118	8.3226	774	0.6499	0.7146	0.6499	0.8062
0.4118	8.3441	776	0.6428	0.7167	0.6428	0.8018
0.4118	8.3656	778	0.6313	0.7375	0.6313	0.7946
0.4118	8.3871	780	0.6258	0.7397	0.6258	0.7911
0.4118	8.4086	782	0.6207	0.7482	0.6207	0.7879
0.4118	8.4301	784	0.6137	0.7548	0.6137	0.7834
0.4118	8.4516	786	0.6110	0.7473	0.6110	0.7816
0.4118	8.4731	788	0.6101	0.7473	0.6101	0.7811
0.4118	8.4946	790	0.6113	0.7530	0.6113	0.7818
0.4118	8.5161	792	0.6101	0.7548	0.6101	0.7811
0.4118	8.5376	794	0.6114	0.7402	0.6114	0.7819
0.4118	8.5591	796	0.6161	0.7413	0.6161	0.7849
0.4118	8.5806	798	0.6181	0.7413	0.6181	0.7862
0.4118	8.6022	800	0.6175	0.7413	0.6175	0.7858
0.4118	8.6237	802	0.6256	0.7167	0.6256	0.7910
0.4118	8.6452	804	0.6347	0.7104	0.6347	0.7967
0.4118	8.6667	806	0.6423	0.7140	0.6423	0.8014
0.4118	8.6882	808	0.6364	0.7140	0.6364	0.7977
0.4118	8.7097	810	0.6255	0.7124	0.6255	0.7909
0.4118	8.7312	812	0.6141	0.7305	0.6141	0.7836
0.4118	8.7527	814	0.5991	0.7458	0.5991	0.7740
0.4118	8.7742	816	0.5896	0.7420	0.5896	0.7679
0.4118	8.7957	818	0.5856	0.7420	0.5856	0.7652
0.4118	8.8172	820	0.5870	0.7420	0.5870	0.7662
0.4118	8.8387	822	0.5908	0.7393	0.5908	0.7686
0.4118	8.8602	824	0.5965	0.7409	0.5965	0.7723
0.4118	8.8817	826	0.6075	0.7320	0.6075	0.7794
0.4118	8.9032	828	0.6131	0.7277	0.6131	0.7830
0.4118	8.9247	830	0.6157	0.7315	0.6157	0.7847
0.4118	8.9462	832	0.6217	0.7271	0.6217	0.7885
0.4118	8.9677	834	0.6209	0.7227	0.6209	0.7879
0.4118	8.9892	836	0.6201	0.7227	0.6201	0.7875
0.4118	9.0108	838	0.6191	0.7227	0.6191	0.7868
0.4118	9.0323	840	0.6110	0.7358	0.6110	0.7817
0.4118	9.0538	842	0.6059	0.7403	0.6059	0.7784
0.4118	9.0753	844	0.5985	0.7403	0.5985	0.7736
0.4118	9.0968	846	0.5931	0.7447	0.5931	0.7701
0.4118	9.1183	848	0.5921	0.7447	0.5921	0.7695
0.4118	9.1398	850	0.5952	0.7447	0.5952	0.7715
0.4118	9.1613	852	0.5982	0.7447	0.5982	0.7734
0.4118	9.1828	854	0.6001	0.7403	0.6001	0.7747
0.4118	9.2043	856	0.6031	0.7403	0.6031	0.7766
0.4118	9.2258	858	0.6065	0.7403	0.6065	0.7788
0.4118	9.2473	860	0.6085	0.7447	0.6085	0.7800
0.4118	9.2688	862	0.6125	0.7342	0.6125	0.7827
0.4118	9.2903	864	0.6153	0.7402	0.6153	0.7844
0.4118	9.3118	866	0.6141	0.7402	0.6141	0.7836
0.4118	9.3333	868	0.6102	0.7305	0.6102	0.7811
0.4118	9.3548	870	0.6077	0.7409	0.6077	0.7796
0.4118	9.3763	872	0.6055	0.7409	0.6055	0.7781
0.4118	9.3978	874	0.6071	0.7473	0.6071	0.7791
0.4118	9.4194	876	0.6065	0.7473	0.6065	0.7788
0.4118	9.4409	878	0.6049	0.7473	0.6049	0.7778
0.4118	9.4624	880	0.6028	0.7473	0.6028	0.7764
0.4118	9.4839	882	0.6027	0.7473	0.6027	0.7763
0.4118	9.5054	884	0.6036	0.7473	0.6036	0.7769
0.4118	9.5269	886	0.6063	0.7473	0.6063	0.7787
0.4118	9.5484	888	0.6082	0.7428	0.6082	0.7799
0.4118	9.5699	890	0.6111	0.7428	0.6111	0.7817
0.4118	9.5914	892	0.6136	0.7428	0.6136	0.7833
0.4118	9.6129	894	0.6145	0.7428	0.6145	0.7839
0.4118	9.6344	896	0.6153	0.7428	0.6153	0.7844
0.4118	9.6559	898	0.6176	0.7364	0.6176	0.7859
0.4118	9.6774	900	0.6201	0.7364	0.6201	0.7875
0.4118	9.6989	902	0.6201	0.7364	0.6201	0.7875
0.4118	9.7204	904	0.6197	0.7364	0.6197	0.7872
0.4118	9.7419	906	0.6199	0.7364	0.6199	0.7873
0.4118	9.7634	908	0.6203	0.7402	0.6203	0.7876
0.4118	9.7849	910	0.6208	0.7402	0.6208	0.7879
0.4118	9.8065	912	0.6213	0.7402	0.6213	0.7882
0.4118	9.8280	914	0.6219	0.7402	0.6219	0.7886
0.4118	9.8495	916	0.6226	0.7358	0.6226	0.7890
0.4118	9.8710	918	0.6228	0.7358	0.6228	0.7891
0.4118	9.8925	920	0.6227	0.7358	0.6227	0.7891
0.4118	9.9140	922	0.6225	0.7358	0.6225	0.7890
0.4118	9.9355	924	0.6226	0.7358	0.6226	0.7891
0.4118	9.9570	926	0.6230	0.7358	0.6230	0.7893
0.4118	9.9785	928	0.6233	0.7358	0.6233	0.7895
0.4118	10.0	930	0.6235	0.7358	0.6235	0.7897

Framework versions

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