ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k18_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: 0.7257
• Qwk: 0.5370
• Mse: 0.7257
• Rmse: 0.8519

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	0.0222	2	3.8911	-0.0206	3.8911	1.9726
No log	0.0444	4	2.1732	0.0324	2.1732	1.4742
No log	0.0667	6	1.2825	0.0256	1.2825	1.1325
No log	0.0889	8	1.0147	0.0250	1.0147	1.0073
No log	0.1111	10	0.8781	0.0432	0.8781	0.9371
No log	0.1333	12	0.8791	-0.0037	0.8791	0.9376
No log	0.1556	14	0.9258	0.0089	0.9258	0.9622
No log	0.1778	16	1.0727	0.0961	1.0727	1.0357
No log	0.2	18	1.3056	0.0860	1.3056	1.1426
No log	0.2222	20	1.1162	0.1446	1.1162	1.0565
No log	0.2444	22	0.7731	0.2426	0.7731	0.8793
No log	0.2667	24	0.7320	0.3064	0.7320	0.8556
No log	0.2889	26	0.9234	0.2096	0.9234	0.9609
No log	0.3111	28	1.2304	0.1624	1.2304	1.1093
No log	0.3333	30	1.1511	0.1681	1.1511	1.0729
No log	0.3556	32	1.0446	0.1940	1.0446	1.0220
No log	0.3778	34	1.0613	0.2215	1.0613	1.0302
No log	0.4	36	1.1808	0.1664	1.1808	1.0866
No log	0.4222	38	1.1072	0.3030	1.1072	1.0523
No log	0.4444	40	0.9266	0.2333	0.9266	0.9626
No log	0.4667	42	0.7386	0.3045	0.7386	0.8594
No log	0.4889	44	0.6200	0.4289	0.6200	0.7874
No log	0.5111	46	0.6306	0.4123	0.6306	0.7941
No log	0.5333	48	0.6846	0.3784	0.6846	0.8274
No log	0.5556	50	0.6765	0.3705	0.6765	0.8225
No log	0.5778	52	0.6367	0.4134	0.6367	0.7980
No log	0.6	54	0.6014	0.4615	0.6014	0.7755
No log	0.6222	56	0.5986	0.5222	0.5986	0.7737
No log	0.6444	58	0.5956	0.4604	0.5956	0.7718
No log	0.6667	60	0.6223	0.4906	0.6223	0.7888
No log	0.6889	62	0.6407	0.5085	0.6407	0.8004
No log	0.7111	64	0.6368	0.4971	0.6368	0.7980
No log	0.7333	66	0.6124	0.4926	0.6124	0.7825
No log	0.7556	68	0.6470	0.4560	0.6470	0.8044
No log	0.7778	70	0.6174	0.4925	0.6174	0.7858
No log	0.8	72	0.6397	0.5144	0.6397	0.7998
No log	0.8222	74	0.7229	0.4539	0.7229	0.8502
No log	0.8444	76	0.6987	0.4667	0.6987	0.8359
No log	0.8667	78	0.7478	0.4943	0.7478	0.8647
No log	0.8889	80	0.7128	0.4651	0.7128	0.8443
No log	0.9111	82	0.6679	0.5064	0.6679	0.8172
No log	0.9333	84	0.6370	0.5085	0.6370	0.7981
No log	0.9556	86	0.6100	0.4819	0.6100	0.7810
No log	0.9778	88	0.5958	0.4827	0.5958	0.7719
No log	1.0	90	0.5897	0.4662	0.5897	0.7679
No log	1.0222	92	0.5903	0.5097	0.5903	0.7683
No log	1.0444	94	0.6287	0.5293	0.6287	0.7929
No log	1.0667	96	0.6515	0.5016	0.6515	0.8072
No log	1.0889	98	0.6982	0.4455	0.6982	0.8356
No log	1.1111	100	0.7156	0.4700	0.7156	0.8459
No log	1.1333	102	0.7622	0.4947	0.7622	0.8730
No log	1.1556	104	0.9314	0.4213	0.9314	0.9651
No log	1.1778	106	0.9200	0.4140	0.9200	0.9591
No log	1.2	108	0.7062	0.4721	0.7062	0.8404
No log	1.2222	110	0.6425	0.4461	0.6425	0.8015
No log	1.2444	112	0.6823	0.4657	0.6823	0.8260
No log	1.2667	114	0.6623	0.4480	0.6623	0.8138
No log	1.2889	116	0.6239	0.5	0.6239	0.7899
No log	1.3111	118	0.7053	0.4832	0.7053	0.8398
No log	1.3333	120	0.7035	0.5111	0.7035	0.8387
No log	1.3556	122	0.6545	0.4589	0.6545	0.8090
No log	1.3778	124	0.7816	0.4125	0.7816	0.8841
No log	1.4	126	0.9265	0.3386	0.9265	0.9625
No log	1.4222	128	0.8574	0.4455	0.8574	0.9260
No log	1.4444	130	0.7113	0.4945	0.7113	0.8434
No log	1.4667	132	0.6837	0.5266	0.6837	0.8269
No log	1.4889	134	0.6976	0.5311	0.6976	0.8352
No log	1.5111	136	0.7703	0.5287	0.7703	0.8777
No log	1.5333	138	0.7284	0.5310	0.7284	0.8534
No log	1.5556	140	0.7189	0.5014	0.7189	0.8479
No log	1.5778	142	0.7798	0.4796	0.7798	0.8831
No log	1.6	144	0.7839	0.4954	0.7839	0.8854
No log	1.6222	146	0.7620	0.4944	0.7620	0.8729
No log	1.6444	148	0.7340	0.5030	0.7340	0.8568
No log	1.6667	150	0.7720	0.5306	0.7720	0.8786
No log	1.6889	152	0.7350	0.5559	0.7350	0.8573
No log	1.7111	154	0.6518	0.4841	0.6518	0.8073
No log	1.7333	156	0.6988	0.4203	0.6988	0.8359
No log	1.7556	158	0.7340	0.4499	0.7340	0.8567
No log	1.7778	160	0.7548	0.4736	0.7548	0.8688
No log	1.8	162	0.7635	0.4637	0.7635	0.8738
No log	1.8222	164	0.7582	0.4637	0.7582	0.8708
No log	1.8444	166	0.8026	0.4446	0.8026	0.8959
No log	1.8667	168	0.8820	0.3521	0.8820	0.9391
No log	1.8889	170	0.9058	0.3583	0.9058	0.9517
No log	1.9111	172	0.8426	0.4263	0.8426	0.9179
No log	1.9333	174	0.7487	0.4671	0.7487	0.8653
No log	1.9556	176	0.7899	0.4901	0.7899	0.8888
No log	1.9778	178	0.8068	0.4713	0.8068	0.8982
No log	2.0	180	0.8559	0.4271	0.8559	0.9252
No log	2.0222	182	0.9517	0.4466	0.9517	0.9755
No log	2.0444	184	0.9265	0.4572	0.9265	0.9625
No log	2.0667	186	0.8664	0.4648	0.8664	0.9308
No log	2.0889	188	0.7991	0.4911	0.7991	0.8939
No log	2.1111	190	0.7646	0.5071	0.7646	0.8744
No log	2.1333	192	0.7418	0.5248	0.7418	0.8613
No log	2.1556	194	0.7089	0.5074	0.7089	0.8420
No log	2.1778	196	0.7499	0.4717	0.7499	0.8660
No log	2.2	198	0.8265	0.4681	0.8265	0.9091
No log	2.2222	200	0.7646	0.4790	0.7646	0.8744
No log	2.2444	202	0.7336	0.4524	0.7336	0.8565
No log	2.2667	204	0.7210	0.5336	0.7210	0.8491
No log	2.2889	206	0.7508	0.5273	0.7508	0.8665
No log	2.3111	208	0.7675	0.5284	0.7675	0.8761
No log	2.3333	210	0.7682	0.4661	0.7682	0.8765
No log	2.3556	212	0.7978	0.4926	0.7978	0.8932
No log	2.3778	214	0.7487	0.4691	0.7487	0.8653
No log	2.4	216	0.7131	0.5251	0.7131	0.8444
No log	2.4222	218	0.7405	0.5666	0.7405	0.8605
No log	2.4444	220	0.7497	0.5390	0.7497	0.8659
No log	2.4667	222	0.6975	0.5423	0.6975	0.8352
No log	2.4889	224	0.7310	0.5413	0.7310	0.8550
No log	2.5111	226	0.7909	0.4863	0.7909	0.8893
No log	2.5333	228	0.7102	0.5590	0.7102	0.8427
No log	2.5556	230	0.6356	0.4954	0.6356	0.7972
No log	2.5778	232	0.7372	0.4964	0.7372	0.8586
No log	2.6	234	0.7728	0.4803	0.7728	0.8791
No log	2.6222	236	0.7035	0.4974	0.7035	0.8388
No log	2.6444	238	0.6600	0.5231	0.6600	0.8124
No log	2.6667	240	0.6933	0.5291	0.6933	0.8327
No log	2.6889	242	0.7406	0.5344	0.7406	0.8606
No log	2.7111	244	0.7939	0.5426	0.7939	0.8910
No log	2.7333	246	0.7921	0.5113	0.7921	0.8900
No log	2.7556	248	0.7665	0.5293	0.7665	0.8755
No log	2.7778	250	0.7342	0.5371	0.7342	0.8568
No log	2.8	252	0.7146	0.5489	0.7146	0.8454
No log	2.8222	254	0.7327	0.5461	0.7327	0.8560
No log	2.8444	256	0.7136	0.5767	0.7136	0.8448
No log	2.8667	258	0.6905	0.5397	0.6905	0.8310
No log	2.8889	260	0.6958	0.5023	0.6958	0.8341
No log	2.9111	262	0.7133	0.5091	0.7133	0.8446
No log	2.9333	264	0.6913	0.5225	0.6913	0.8315
No log	2.9556	266	0.6969	0.5674	0.6969	0.8348
No log	2.9778	268	0.7185	0.5326	0.7185	0.8477
No log	3.0	270	0.6903	0.5225	0.6903	0.8308
No log	3.0222	272	0.6579	0.5414	0.6579	0.8111
No log	3.0444	274	0.6985	0.4696	0.6985	0.8357
No log	3.0667	276	0.6844	0.4782	0.6844	0.8273
No log	3.0889	278	0.6634	0.5506	0.6634	0.8145
No log	3.1111	280	0.6953	0.5340	0.6953	0.8338
No log	3.1333	282	0.7758	0.4827	0.7758	0.8808
No log	3.1556	284	0.7743	0.5165	0.7743	0.8800
No log	3.1778	286	0.7486	0.5440	0.7486	0.8652
No log	3.2	288	0.7134	0.5440	0.7134	0.8446
No log	3.2222	290	0.6929	0.5296	0.6929	0.8324
No log	3.2444	292	0.6791	0.5197	0.6791	0.8241
No log	3.2667	294	0.6953	0.4924	0.6953	0.8339
No log	3.2889	296	0.6995	0.4647	0.6995	0.8364
No log	3.3111	298	0.6754	0.4699	0.6754	0.8218
No log	3.3333	300	0.6420	0.5248	0.6420	0.8012
No log	3.3556	302	0.6591	0.4964	0.6591	0.8119
No log	3.3778	304	0.7072	0.4603	0.7072	0.8409
No log	3.4	306	0.6995	0.4753	0.6995	0.8364
No log	3.4222	308	0.6501	0.4956	0.6501	0.8063
No log	3.4444	310	0.6361	0.4826	0.6361	0.7976
No log	3.4667	312	0.6124	0.4851	0.6124	0.7826
No log	3.4889	314	0.6046	0.5197	0.6046	0.7776
No log	3.5111	316	0.6190	0.5561	0.6190	0.7867
No log	3.5333	318	0.6361	0.5562	0.6361	0.7975
No log	3.5556	320	0.6548	0.5421	0.6548	0.8092
No log	3.5778	322	0.7215	0.5449	0.7215	0.8494
No log	3.6	324	0.7339	0.5541	0.7339	0.8567
No log	3.6222	326	0.7608	0.5887	0.7608	0.8722
No log	3.6444	328	0.9341	0.4690	0.9341	0.9665
No log	3.6667	330	1.0845	0.4359	1.0845	1.0414
No log	3.6889	332	1.0149	0.4479	1.0149	1.0074
No log	3.7111	334	0.8504	0.4589	0.8504	0.9222
No log	3.7333	336	0.6920	0.5545	0.6920	0.8319
No log	3.7556	338	0.6604	0.5658	0.6604	0.8127
No log	3.7778	340	0.6676	0.5329	0.6676	0.8171
No log	3.8	342	0.6763	0.5170	0.6763	0.8224
No log	3.8222	344	0.6296	0.5616	0.6296	0.7935
No log	3.8444	346	0.6664	0.5617	0.6664	0.8163
No log	3.8667	348	0.7603	0.5046	0.7603	0.8720
No log	3.8889	350	0.7707	0.5122	0.7707	0.8779
No log	3.9111	352	0.7797	0.5379	0.7797	0.8830
No log	3.9333	354	0.7388	0.5416	0.7388	0.8595
No log	3.9556	356	0.7504	0.5463	0.7504	0.8663
No log	3.9778	358	0.7599	0.5739	0.7599	0.8717
No log	4.0	360	0.7443	0.5463	0.7443	0.8627
No log	4.0222	362	0.7014	0.5591	0.7014	0.8375
No log	4.0444	364	0.6655	0.5804	0.6655	0.8158
No log	4.0667	366	0.6573	0.5455	0.6573	0.8108
No log	4.0889	368	0.6298	0.5424	0.6298	0.7936
No log	4.1111	370	0.6201	0.5424	0.6201	0.7875
No log	4.1333	372	0.5833	0.5559	0.5833	0.7637
No log	4.1556	374	0.5722	0.6167	0.5722	0.7564
No log	4.1778	376	0.5985	0.6182	0.5985	0.7736
No log	4.2	378	0.6449	0.6030	0.6449	0.8030
No log	4.2222	380	0.6890	0.5854	0.6890	0.8300
No log	4.2444	382	0.7097	0.5885	0.7097	0.8424
No log	4.2667	384	0.7426	0.5720	0.7426	0.8617
No log	4.2889	386	0.8043	0.5234	0.8043	0.8968
No log	4.3111	388	0.8232	0.5255	0.8232	0.9073
No log	4.3333	390	0.8363	0.5114	0.8363	0.9145
No log	4.3556	392	0.7869	0.5182	0.7869	0.8871
No log	4.3778	394	0.7409	0.5016	0.7409	0.8607
No log	4.4	396	0.7043	0.5016	0.7043	0.8393
No log	4.4222	398	0.6768	0.5284	0.6768	0.8227
No log	4.4444	400	0.6371	0.5444	0.6371	0.7982
No log	4.4667	402	0.6258	0.5931	0.6258	0.7910
No log	4.4889	404	0.6206	0.6023	0.6206	0.7878
No log	4.5111	406	0.6476	0.5676	0.6476	0.8047
No log	4.5333	408	0.6790	0.5895	0.6790	0.8240
No log	4.5556	410	0.6810	0.5716	0.6810	0.8252
No log	4.5778	412	0.6980	0.5565	0.6980	0.8355
No log	4.6	414	0.7790	0.5270	0.7790	0.8826
No log	4.6222	416	0.8400	0.4878	0.8400	0.9165
No log	4.6444	418	0.8513	0.5201	0.8513	0.9227
No log	4.6667	420	0.8057	0.5457	0.8057	0.8976
No log	4.6889	422	0.7539	0.5275	0.7539	0.8683
No log	4.7111	424	0.7262	0.5484	0.7262	0.8522
No log	4.7333	426	0.7186	0.5555	0.7186	0.8477
No log	4.7556	428	0.7040	0.5397	0.7040	0.8390
No log	4.7778	430	0.6889	0.5455	0.6889	0.8300
No log	4.8	432	0.6790	0.5397	0.6790	0.8240
No log	4.8222	434	0.6889	0.5763	0.6889	0.8300
No log	4.8444	436	0.6803	0.5631	0.6803	0.8248
No log	4.8667	438	0.6805	0.5848	0.6805	0.8249
No log	4.8889	440	0.6739	0.5496	0.6739	0.8209
No log	4.9111	442	0.6631	0.5524	0.6631	0.8143
No log	4.9333	444	0.6629	0.5510	0.6629	0.8142
No log	4.9556	446	0.6610	0.5594	0.6610	0.8130
No log	4.9778	448	0.6718	0.5550	0.6718	0.8196
No log	5.0	450	0.6818	0.5420	0.6818	0.8257
No log	5.0222	452	0.6922	0.5378	0.6922	0.8320
No log	5.0444	454	0.6768	0.5474	0.6768	0.8227
No log	5.0667	456	0.6579	0.5799	0.6579	0.8111
No log	5.0889	458	0.6826	0.5963	0.6826	0.8262
No log	5.1111	460	0.6842	0.5925	0.6842	0.8272
No log	5.1333	462	0.6736	0.5925	0.6736	0.8207
No log	5.1556	464	0.6457	0.5716	0.6457	0.8036
No log	5.1778	466	0.6365	0.5414	0.6365	0.7978
No log	5.2	468	0.6766	0.5632	0.6766	0.8226
No log	5.2222	470	0.6881	0.5359	0.6881	0.8295
No log	5.2444	472	0.6829	0.5253	0.6829	0.8264
No log	5.2667	474	0.6824	0.5217	0.6824	0.8261
No log	5.2889	476	0.6928	0.5438	0.6928	0.8323
No log	5.3111	478	0.7011	0.5340	0.7011	0.8373
No log	5.3333	480	0.7214	0.5414	0.7214	0.8493
No log	5.3556	482	0.7282	0.5391	0.7282	0.8534
No log	5.3778	484	0.7122	0.5385	0.7122	0.8439
No log	5.4	486	0.6884	0.5352	0.6884	0.8297
No log	5.4222	488	0.6829	0.5452	0.6829	0.8264
No log	5.4444	490	0.6878	0.5615	0.6878	0.8293
No log	5.4667	492	0.6873	0.5560	0.6873	0.8290
No log	5.4889	494	0.6660	0.5271	0.6660	0.8161
No log	5.5111	496	0.6532	0.5703	0.6532	0.8082
No log	5.5333	498	0.6739	0.6028	0.6739	0.8209
0.403	5.5556	500	0.6911	0.6001	0.6911	0.8313
0.403	5.5778	502	0.6980	0.5879	0.6980	0.8355
0.403	5.6	504	0.7097	0.5292	0.7097	0.8424
0.403	5.6222	506	0.7485	0.5272	0.7485	0.8652
0.403	5.6444	508	0.7702	0.5196	0.7702	0.8776
0.403	5.6667	510	0.7786	0.5196	0.7786	0.8824
0.403	5.6889	512	0.7609	0.5419	0.7609	0.8723
0.403	5.7111	514	0.7511	0.5369	0.7511	0.8667
0.403	5.7333	516	0.7538	0.5734	0.7538	0.8682
0.403	5.7556	518	0.7447	0.5599	0.7447	0.8630
0.403	5.7778	520	0.7072	0.5305	0.7072	0.8410
0.403	5.8	522	0.6842	0.5541	0.6842	0.8272
0.403	5.8222	524	0.6797	0.5638	0.6797	0.8244
0.403	5.8444	526	0.6829	0.5511	0.6829	0.8264
0.403	5.8667	528	0.6798	0.5009	0.6798	0.8245
0.403	5.8889	530	0.6971	0.5476	0.6971	0.8349
0.403	5.9111	532	0.7103	0.5463	0.7103	0.8428
0.403	5.9333	534	0.7181	0.5603	0.7181	0.8474
0.403	5.9556	536	0.7135	0.5245	0.7135	0.8447
0.403	5.9778	538	0.7141	0.5349	0.7141	0.8451
0.403	6.0	540	0.7162	0.5188	0.7162	0.8463
0.403	6.0222	542	0.7105	0.5267	0.7105	0.8429
0.403	6.0444	544	0.6967	0.5541	0.6967	0.8347
0.403	6.0667	546	0.6706	0.5668	0.6706	0.8189
0.403	6.0889	548	0.6554	0.5421	0.6554	0.8095
0.403	6.1111	550	0.6439	0.5421	0.6439	0.8025
0.403	6.1333	552	0.6370	0.5597	0.6370	0.7981
0.403	6.1556	554	0.6491	0.5672	0.6491	0.8057
0.403	6.1778	556	0.6697	0.5870	0.6697	0.8184
0.403	6.2	558	0.6851	0.575	0.6851	0.8277
0.403	6.2222	560	0.6911	0.5402	0.6911	0.8313
0.403	6.2444	562	0.6987	0.5567	0.6987	0.8359
0.403	6.2667	564	0.7129	0.5256	0.7129	0.8443
0.403	6.2889	566	0.7254	0.5163	0.7254	0.8517
0.403	6.3111	568	0.7340	0.5211	0.7340	0.8567
0.403	6.3333	570	0.7441	0.5178	0.7441	0.8626
0.403	6.3556	572	0.7530	0.5256	0.7530	0.8678
0.403	6.3778	574	0.7505	0.5256	0.7505	0.8663
0.403	6.4	576	0.7509	0.5393	0.7509	0.8665
0.403	6.4222	578	0.7370	0.5256	0.7370	0.8585
0.403	6.4444	580	0.7203	0.5256	0.7203	0.8487
0.403	6.4667	582	0.7137	0.5256	0.7137	0.8448
0.403	6.4889	584	0.7030	0.5256	0.7030	0.8385
0.403	6.5111	586	0.6944	0.5243	0.6944	0.8333
0.403	6.5333	588	0.6969	0.5206	0.6969	0.8348
0.403	6.5556	590	0.6994	0.5296	0.6994	0.8363
0.403	6.5778	592	0.7022	0.5262	0.7022	0.8380
0.403	6.6	594	0.6933	0.5296	0.6933	0.8327
0.403	6.6222	596	0.6877	0.5219	0.6877	0.8293
0.403	6.6444	598	0.6795	0.5163	0.6795	0.8243
0.403	6.6667	600	0.6681	0.5167	0.6681	0.8174
0.403	6.6889	602	0.6533	0.5167	0.6533	0.8082
0.403	6.7111	604	0.6528	0.5167	0.6528	0.8080
0.403	6.7333	606	0.6573	0.5109	0.6573	0.8108
0.403	6.7556	608	0.6751	0.5673	0.6751	0.8216
0.403	6.7778	610	0.6946	0.5752	0.6946	0.8335
0.403	6.8	612	0.7067	0.5752	0.7067	0.8406
0.403	6.8222	614	0.7048	0.5766	0.7048	0.8395
0.403	6.8444	616	0.6945	0.5316	0.6945	0.8333
0.403	6.8667	618	0.6913	0.5117	0.6913	0.8315
0.403	6.8889	620	0.6921	0.5126	0.6921	0.8319
0.403	6.9111	622	0.6967	0.5206	0.6967	0.8347
0.403	6.9333	624	0.7039	0.5295	0.7039	0.8390
0.403	6.9556	626	0.7052	0.5184	0.7052	0.8398
0.403	6.9778	628	0.7027	0.5193	0.7027	0.8383
0.403	7.0	630	0.6962	0.5276	0.6962	0.8344
0.403	7.0222	632	0.6929	0.5577	0.6929	0.8324
0.403	7.0444	634	0.7004	0.5771	0.7004	0.8369
0.403	7.0667	636	0.7125	0.5755	0.7125	0.8441
0.403	7.0889	638	0.7184	0.5723	0.7184	0.8476
0.403	7.1111	640	0.7316	0.5655	0.7316	0.8553
0.403	7.1333	642	0.7317	0.5654	0.7317	0.8554
0.403	7.1556	644	0.7213	0.5549	0.7213	0.8493
0.403	7.1778	646	0.7141	0.5135	0.7141	0.8451
0.403	7.2	648	0.7102	0.5193	0.7102	0.8427
0.403	7.2222	650	0.7069	0.5582	0.7069	0.8408
0.403	7.2444	652	0.6908	0.5390	0.6908	0.8311
0.403	7.2667	654	0.6840	0.5035	0.6840	0.8270
0.403	7.2889	656	0.6880	0.5320	0.6880	0.8294
0.403	7.3111	658	0.7054	0.5615	0.7054	0.8399
0.403	7.3333	660	0.7191	0.5572	0.7191	0.8480
0.403	7.3556	662	0.7273	0.5490	0.7273	0.8528
0.403	7.3778	664	0.7150	0.5490	0.7150	0.8456
0.403	7.4	666	0.6965	0.5601	0.6965	0.8345
0.403	7.4222	668	0.6834	0.5802	0.6834	0.8267
0.403	7.4444	670	0.6700	0.5380	0.6700	0.8185
0.403	7.4667	672	0.6599	0.5336	0.6599	0.8123
0.403	7.4889	674	0.6644	0.5451	0.6644	0.8151
0.403	7.5111	676	0.6816	0.5731	0.6816	0.8256
0.403	7.5333	678	0.7041	0.5777	0.7041	0.8391
0.403	7.5556	680	0.7419	0.5796	0.7419	0.8613
0.403	7.5778	682	0.7775	0.5715	0.7775	0.8817
0.403	7.6	684	0.8179	0.5322	0.8179	0.9044
0.403	7.6222	686	0.8388	0.5273	0.8388	0.9159
0.403	7.6444	688	0.8340	0.5571	0.8340	0.9132
0.403	7.6667	690	0.8190	0.5573	0.8190	0.9050
0.403	7.6889	692	0.8053	0.5380	0.8053	0.8974
0.403	7.7111	694	0.7926	0.5466	0.7926	0.8903
0.403	7.7333	696	0.7909	0.5377	0.7909	0.8893
0.403	7.7556	698	0.7858	0.5377	0.7858	0.8865
0.403	7.7778	700	0.7831	0.5490	0.7831	0.8849
0.403	7.8	702	0.7833	0.5686	0.7833	0.8850
0.403	7.8222	704	0.7680	0.5854	0.7680	0.8764
0.403	7.8444	706	0.7617	0.5692	0.7617	0.8728
0.403	7.8667	708	0.7653	0.5545	0.7653	0.8748
0.403	7.8889	710	0.7557	0.5558	0.7557	0.8693
0.403	7.9111	712	0.7403	0.5694	0.7403	0.8604
0.403	7.9333	714	0.7167	0.5729	0.7167	0.8466
0.403	7.9556	716	0.6996	0.5219	0.6996	0.8364
0.403	7.9778	718	0.6980	0.5417	0.6980	0.8355
0.403	8.0	720	0.7044	0.5256	0.7044	0.8393
0.403	8.0222	722	0.7134	0.5256	0.7134	0.8446
0.403	8.0444	724	0.7168	0.5485	0.7168	0.8466
0.403	8.0667	726	0.7267	0.5300	0.7267	0.8525
0.403	8.0889	728	0.7430	0.5361	0.7430	0.8620
0.403	8.1111	730	0.7601	0.5466	0.7601	0.8719
0.403	8.1333	732	0.7606	0.5393	0.7606	0.8721
0.403	8.1556	734	0.7640	0.5174	0.7640	0.8741
0.403	8.1778	736	0.7691	0.5174	0.7691	0.8770
0.403	8.2	738	0.7637	0.5381	0.7637	0.8739
0.403	8.2222	740	0.7596	0.5341	0.7596	0.8715
0.403	8.2444	742	0.7517	0.5488	0.7517	0.8670
0.403	8.2667	744	0.7436	0.5407	0.7436	0.8623
0.403	8.2889	746	0.7350	0.5419	0.7350	0.8573
0.403	8.3111	748	0.7308	0.5291	0.7308	0.8549
0.403	8.3333	750	0.7261	0.5291	0.7261	0.8521
0.403	8.3556	752	0.7166	0.5291	0.7166	0.8466
0.403	8.3778	754	0.7114	0.5216	0.7114	0.8435
0.403	8.4	756	0.7066	0.5211	0.7066	0.8406
0.403	8.4222	758	0.7149	0.5174	0.7149	0.8455
0.403	8.4444	760	0.7187	0.5277	0.7187	0.8478
0.403	8.4667	762	0.7197	0.5277	0.7197	0.8483
0.403	8.4889	764	0.7218	0.5277	0.7218	0.8496
0.403	8.5111	766	0.7289	0.5309	0.7289	0.8537
0.403	8.5333	768	0.7411	0.5221	0.7411	0.8609
0.403	8.5556	770	0.7467	0.5388	0.7467	0.8641
0.403	8.5778	772	0.7472	0.5272	0.7472	0.8644
0.403	8.6	774	0.7399	0.5231	0.7399	0.8602
0.403	8.6222	776	0.7401	0.5283	0.7401	0.8603
0.403	8.6444	778	0.7419	0.5283	0.7419	0.8613
0.403	8.6667	780	0.7464	0.5614	0.7464	0.8639
0.403	8.6889	782	0.7558	0.5705	0.7558	0.8694
0.403	8.7111	784	0.7690	0.5664	0.7690	0.8769
0.403	8.7333	786	0.7747	0.5665	0.7747	0.8801
0.403	8.7556	788	0.7745	0.5665	0.7745	0.8801
0.403	8.7778	790	0.7652	0.5664	0.7652	0.8748
0.403	8.8	792	0.7606	0.5664	0.7606	0.8721
0.403	8.8222	794	0.7451	0.5677	0.7451	0.8632
0.403	8.8444	796	0.7291	0.5630	0.7291	0.8539
0.403	8.8667	798	0.7204	0.5309	0.7204	0.8488
0.403	8.8889	800	0.7196	0.5155	0.7196	0.8483
0.403	8.9111	802	0.7204	0.5077	0.7204	0.8487
0.403	8.9333	804	0.7266	0.5150	0.7266	0.8524
0.403	8.9556	806	0.7322	0.5077	0.7322	0.8557
0.403	8.9778	808	0.7366	0.5062	0.7366	0.8582
0.403	9.0	810	0.7409	0.5260	0.7409	0.8608
0.403	9.0222	812	0.7421	0.5305	0.7421	0.8615
0.403	9.0444	814	0.7409	0.5236	0.7409	0.8608
0.403	9.0667	816	0.7417	0.5437	0.7417	0.8612
0.403	9.0889	818	0.7413	0.5670	0.7413	0.8610
0.403	9.1111	820	0.7395	0.5601	0.7395	0.8599
0.403	9.1333	822	0.7378	0.5572	0.7378	0.8590
0.403	9.1556	824	0.7341	0.5572	0.7341	0.8568
0.403	9.1778	826	0.7310	0.5586	0.7310	0.8550
0.403	9.2	828	0.7274	0.5601	0.7274	0.8529
0.403	9.2222	830	0.7233	0.5601	0.7233	0.8505
0.403	9.2444	832	0.7196	0.5670	0.7196	0.8483
0.403	9.2667	834	0.7170	0.5670	0.7170	0.8468
0.403	9.2889	836	0.7130	0.5450	0.7130	0.8444
0.403	9.3111	838	0.7114	0.5156	0.7114	0.8435
0.403	9.3333	840	0.7124	0.5380	0.7124	0.8441
0.403	9.3556	842	0.7135	0.5385	0.7135	0.8447
0.403	9.3778	844	0.7154	0.5271	0.7154	0.8458
0.403	9.4	846	0.7186	0.5271	0.7186	0.8477
0.403	9.4222	848	0.7200	0.5047	0.7200	0.8485
0.403	9.4444	850	0.7221	0.5099	0.7221	0.8497
0.403	9.4667	852	0.7260	0.5271	0.7260	0.8520
0.403	9.4889	854	0.7288	0.5417	0.7288	0.8537
0.403	9.5111	856	0.7341	0.5335	0.7341	0.8568
0.403	9.5333	858	0.7413	0.5414	0.7413	0.8610
0.403	9.5556	860	0.7451	0.5586	0.7451	0.8632
0.403	9.5778	862	0.7476	0.5572	0.7476	0.8646
0.403	9.6	864	0.7479	0.5402	0.7479	0.8648
0.403	9.6222	866	0.7475	0.5414	0.7475	0.8646
0.403	9.6444	868	0.7455	0.5414	0.7455	0.8634
0.403	9.6667	870	0.7451	0.5414	0.7451	0.8632
0.403	9.6889	872	0.7437	0.5414	0.7437	0.8624
0.403	9.7111	874	0.7410	0.5481	0.7410	0.8608
0.403	9.7333	876	0.7378	0.5481	0.7378	0.8590
0.403	9.7556	878	0.7351	0.5439	0.7351	0.8574
0.403	9.7778	880	0.7328	0.5507	0.7328	0.8561
0.403	9.8	882	0.7309	0.5286	0.7309	0.8549
0.403	9.8222	884	0.7311	0.5290	0.7311	0.8550
0.403	9.8444	886	0.7310	0.5290	0.7310	0.8550
0.403	9.8667	888	0.7300	0.5290	0.7300	0.8544
0.403	9.8889	890	0.7290	0.5301	0.7290	0.8538
0.403	9.9111	892	0.7277	0.5370	0.7277	0.8531
0.403	9.9333	894	0.7267	0.5370	0.7267	0.8525
0.403	9.9556	896	0.7261	0.5370	0.7261	0.8521
0.403	9.9778	898	0.7259	0.5370	0.7259	0.8520
0.403	10.0	900	0.7257	0.5370	0.7257	0.8519

Framework versions

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