README.md

metadata

library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
  - generated_from_trainer
model-index:
  - name: >-
      ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_task1_organization
    results: []

ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_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: 0.5709
• Qwk: 0.7651
• Mse: 0.5709
• Rmse: 0.7556

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	0.0167	2	6.9721	0.0179	6.9721	2.6405
No log	0.0333	4	5.4465	0.0580	5.4465	2.3338
No log	0.05	6	3.1611	0.0805	3.1611	1.7779
No log	0.0667	8	2.4743	0.0403	2.4743	1.5730
No log	0.0833	10	1.9191	0.1579	1.9191	1.3853
No log	0.1	12	1.8071	0.1495	1.8071	1.3443
No log	0.1167	14	2.0618	0.1043	2.0618	1.4359
No log	0.1333	16	1.9025	0.1651	1.9025	1.3793
No log	0.15	18	1.8495	0.2000	1.8495	1.3600
No log	0.1667	20	2.3358	0.0921	2.3358	1.5283
No log	0.1833	22	2.6930	0.0745	2.6930	1.6410
No log	0.2	24	2.3371	0.1000	2.3371	1.5287
No log	0.2167	26	1.6718	0.4651	1.6718	1.2930
No log	0.2333	28	1.3560	0.3540	1.3560	1.1645
No log	0.25	30	1.1022	0.5124	1.1022	1.0499
No log	0.2667	32	1.0364	0.5556	1.0364	1.0181
No log	0.2833	34	0.9929	0.5891	0.9929	0.9964
No log	0.3	36	0.9081	0.6176	0.9081	0.9529
No log	0.3167	38	0.7584	0.7143	0.7584	0.8708
No log	0.3333	40	0.7058	0.7125	0.7058	0.8401
No log	0.35	42	0.6887	0.7673	0.6887	0.8299
No log	0.3667	44	0.6955	0.7531	0.6955	0.8339
No log	0.3833	46	0.7801	0.7337	0.7801	0.8832
No log	0.4	48	0.6786	0.7561	0.6786	0.8238
No log	0.4167	50	0.7525	0.7425	0.7525	0.8675
No log	0.4333	52	0.8393	0.7066	0.8393	0.9161
No log	0.45	54	0.6985	0.7882	0.6985	0.8357
No log	0.4667	56	0.9663	0.75	0.9663	0.9830
No log	0.4833	58	1.2544	0.5904	1.2544	1.1200
No log	0.5	60	0.9379	0.7215	0.9379	0.9685
No log	0.5167	62	0.7520	0.6667	0.7520	0.8672
No log	0.5333	64	1.2136	0.6145	1.2136	1.1016
No log	0.55	66	1.1990	0.6409	1.1990	1.0950
No log	0.5667	68	1.1111	0.6782	1.1111	1.0541
No log	0.5833	70	0.8837	0.6582	0.8837	0.9401
No log	0.6	72	0.9592	0.7117	0.9592	0.9794
No log	0.6167	74	1.3630	0.5663	1.3630	1.1675
No log	0.6333	76	1.2383	0.625	1.2383	1.1128
No log	0.65	78	0.8370	0.7574	0.8370	0.9149
No log	0.6667	80	0.7126	0.7574	0.7126	0.8442
No log	0.6833	82	0.6797	0.7765	0.6797	0.8244
No log	0.7	84	0.6816	0.7711	0.6816	0.8256
No log	0.7167	86	0.6642	0.7595	0.6642	0.8150
No log	0.7333	88	0.6988	0.7436	0.6988	0.8360
No log	0.75	90	0.6971	0.7532	0.6971	0.8349
No log	0.7667	92	0.6520	0.7871	0.6520	0.8074
No log	0.7833	94	0.6163	0.8221	0.6163	0.7850
No log	0.8	96	0.6657	0.7933	0.6657	0.8159
No log	0.8167	98	0.9729	0.7192	0.9729	0.9863
No log	0.8333	100	0.9046	0.7653	0.9046	0.9511
No log	0.85	102	0.5610	0.8166	0.5610	0.7490
No log	0.8667	104	0.6155	0.7643	0.6155	0.7845
No log	0.8833	106	0.6453	0.7643	0.6453	0.8033
No log	0.9	108	0.5108	0.8075	0.5108	0.7147
No log	0.9167	110	0.5849	0.8187	0.5849	0.7648
No log	0.9333	112	0.6706	0.8254	0.6706	0.8189
No log	0.95	114	0.6400	0.8098	0.6400	0.8000
No log	0.9667	116	0.5789	0.85	0.5789	0.7609
No log	0.9833	118	0.6496	0.8137	0.6496	0.8060
No log	1.0	120	0.7309	0.79	0.7309	0.8549
No log	1.0167	122	0.6346	0.8	0.6346	0.7966
No log	1.0333	124	0.5512	0.8095	0.5512	0.7424
No log	1.05	126	0.7604	0.7317	0.7604	0.8720
No log	1.0667	128	0.7951	0.7375	0.7951	0.8917
No log	1.0833	130	0.7015	0.7532	0.7015	0.8375
No log	1.1	132	0.7597	0.7662	0.7597	0.8716
No log	1.1167	134	0.7446	0.7722	0.7446	0.8629
No log	1.1333	136	0.6306	0.8025	0.6306	0.7941
No log	1.15	138	0.6394	0.7811	0.6394	0.7996
No log	1.1667	140	0.6610	0.7861	0.6610	0.8130
No log	1.1833	142	0.5867	0.8023	0.5867	0.7660
No log	1.2	144	0.5674	0.8066	0.5674	0.7532
No log	1.2167	146	0.6045	0.7927	0.6045	0.7775
No log	1.2333	148	0.6386	0.7397	0.6386	0.7991
No log	1.25	150	0.6876	0.7234	0.6876	0.8292
No log	1.2667	152	0.6951	0.75	0.6951	0.8337
No log	1.2833	154	0.6751	0.7465	0.6752	0.8217
No log	1.3	156	0.6518	0.7234	0.6518	0.8073
No log	1.3167	158	0.6336	0.7771	0.6336	0.7960
No log	1.3333	160	0.5776	0.7975	0.5776	0.7600
No log	1.35	162	0.5509	0.8118	0.5509	0.7422
No log	1.3667	164	0.6072	0.8316	0.6072	0.7792
No log	1.3833	166	0.5260	0.8324	0.5260	0.7253
No log	1.4	168	0.5158	0.8391	0.5158	0.7182
No log	1.4167	170	0.5349	0.8391	0.5349	0.7314
No log	1.4333	172	0.4945	0.8571	0.4945	0.7032
No log	1.45	174	0.6041	0.8182	0.6041	0.7772
No log	1.4667	176	0.6030	0.7975	0.6030	0.7765
No log	1.4833	178	0.6098	0.7682	0.6098	0.7809
No log	1.5	180	0.6715	0.7552	0.6715	0.8195
No log	1.5167	182	0.7536	0.7162	0.7536	0.8681
No log	1.5333	184	0.8717	0.6623	0.8717	0.9337
No log	1.55	186	0.7480	0.7436	0.7480	0.8649
No log	1.5667	188	0.5482	0.8354	0.5482	0.7404
No log	1.5833	190	0.6576	0.7730	0.6576	0.8109
No log	1.6	192	0.9116	0.7021	0.9116	0.9548
No log	1.6167	194	0.9908	0.7016	0.9908	0.9954
No log	1.6333	196	0.8283	0.7160	0.8283	0.9101
No log	1.65	198	0.6945	0.7467	0.6945	0.8334
No log	1.6667	200	0.6919	0.7586	0.6919	0.8318
No log	1.6833	202	0.7302	0.7413	0.7302	0.8545
No log	1.7	204	0.8078	0.7133	0.8078	0.8988
No log	1.7167	206	0.7835	0.7133	0.7835	0.8851
No log	1.7333	208	0.6627	0.7724	0.6627	0.8141
No log	1.75	210	0.5405	0.8280	0.5405	0.7352
No log	1.7667	212	0.5282	0.8072	0.5282	0.7268
No log	1.7833	214	0.4954	0.8242	0.4954	0.7038
No log	1.8	216	0.4985	0.8364	0.4985	0.7061
No log	1.8167	218	0.5267	0.8049	0.5267	0.7258
No log	1.8333	220	0.5305	0.8049	0.5305	0.7284
No log	1.85	222	0.5239	0.8313	0.5239	0.7238
No log	1.8667	224	0.5393	0.8293	0.5393	0.7344
No log	1.8833	226	0.5645	0.8	0.5645	0.7513
No log	1.9	228	0.5965	0.7901	0.5965	0.7723
No log	1.9167	230	0.6905	0.7848	0.6905	0.8309
No log	1.9333	232	0.7234	0.7742	0.7234	0.8505
No log	1.95	234	0.7257	0.7183	0.7257	0.8519
No log	1.9667	236	0.7161	0.7286	0.7161	0.8462
No log	1.9833	238	0.7326	0.7183	0.7326	0.8559
No log	2.0	240	0.6881	0.7619	0.6881	0.8295
No log	2.0167	242	0.6540	0.7821	0.6540	0.8087
No log	2.0333	244	0.5795	0.7898	0.5795	0.7613
No log	2.05	246	0.5626	0.8	0.5626	0.7501
No log	2.0667	248	0.6597	0.7355	0.6597	0.8122
No log	2.0833	250	0.6988	0.7403	0.6988	0.8359
No log	2.1	252	0.6416	0.7285	0.6416	0.8010
No log	2.1167	254	0.5914	0.7843	0.5914	0.7690
No log	2.1333	256	0.7277	0.7792	0.7277	0.8530
No log	2.15	258	0.7742	0.7226	0.7742	0.8799
No log	2.1667	260	0.6616	0.7792	0.6616	0.8134
No log	2.1833	262	0.5754	0.7785	0.5754	0.7586
No log	2.2	264	0.6183	0.7639	0.6183	0.7864
No log	2.2167	266	0.6477	0.7413	0.6477	0.8048
No log	2.2333	268	0.6505	0.7778	0.6505	0.8065
No log	2.25	270	0.6579	0.7568	0.6579	0.8111
No log	2.2667	272	0.6559	0.7898	0.6559	0.8099
No log	2.2833	274	0.5777	0.8148	0.5777	0.7601
No log	2.3	276	0.5535	0.8313	0.5535	0.7440
No log	2.3167	278	0.6428	0.7654	0.6428	0.8017
No log	2.3333	280	0.6540	0.7607	0.6540	0.8087
No log	2.35	282	0.6023	0.7853	0.6023	0.7761
No log	2.3667	284	0.5968	0.7922	0.5968	0.7725
No log	2.3833	286	0.7665	0.7654	0.7665	0.8755
No log	2.4	288	0.9000	0.7170	0.9000	0.9487
No log	2.4167	290	0.8525	0.7114	0.8525	0.9233
No log	2.4333	292	0.7554	0.7651	0.7554	0.8692
No log	2.45	294	0.6777	0.7619	0.6777	0.8232
No log	2.4667	296	0.6586	0.7815	0.6586	0.8116
No log	2.4833	298	0.6897	0.7703	0.6897	0.8305
No log	2.5	300	0.7475	0.7568	0.7475	0.8646
No log	2.5167	302	0.7167	0.7619	0.7167	0.8466
No log	2.5333	304	0.6609	0.7619	0.6609	0.8129
No log	2.55	306	0.6121	0.7785	0.6121	0.7824
No log	2.5667	308	0.5899	0.8077	0.5899	0.7681
No log	2.5833	310	0.6220	0.7792	0.6220	0.7887
No log	2.6	312	0.6404	0.7568	0.6404	0.8003
No log	2.6167	314	0.6762	0.7586	0.6762	0.8223
No log	2.6333	316	0.7617	0.6765	0.7617	0.8728
No log	2.65	318	0.8125	0.6567	0.8125	0.9014
No log	2.6667	320	0.7437	0.6812	0.7437	0.8624
No log	2.6833	322	0.7179	0.7568	0.7179	0.8473
No log	2.7	324	0.7699	0.7114	0.7699	0.8775
No log	2.7167	326	0.7911	0.7	0.7911	0.8895
No log	2.7333	328	0.8464	0.6914	0.8464	0.9200
No log	2.75	330	0.8633	0.7	0.8633	0.9291
No log	2.7667	332	0.7966	0.7237	0.7966	0.8925
No log	2.7833	334	0.6901	0.7517	0.6901	0.8307
No log	2.8	336	0.6708	0.7619	0.6708	0.8190
No log	2.8167	338	0.6704	0.7619	0.6704	0.8188
No log	2.8333	340	0.6950	0.7517	0.6950	0.8337
No log	2.85	342	0.7672	0.7417	0.7672	0.8759
No log	2.8667	344	0.7506	0.7417	0.7506	0.8664
No log	2.8833	346	0.7170	0.7417	0.7170	0.8468
No log	2.9	348	0.6851	0.7808	0.6851	0.8277
No log	2.9167	350	0.6634	0.7619	0.6634	0.8145
No log	2.9333	352	0.6466	0.7763	0.6466	0.8041
No log	2.95	354	0.6807	0.7632	0.6807	0.8250
No log	2.9667	356	0.7389	0.7799	0.7389	0.8596
No log	2.9833	358	0.6926	0.7742	0.6926	0.8322
No log	3.0	360	0.6638	0.7815	0.6638	0.8147
No log	3.0167	362	0.6335	0.7838	0.6335	0.7959
No log	3.0333	364	0.5930	0.7671	0.5930	0.7701
No log	3.05	366	0.5753	0.7671	0.5753	0.7585
No log	3.0667	368	0.5723	0.7755	0.5723	0.7565
No log	3.0833	370	0.5843	0.7619	0.5843	0.7644
No log	3.1	372	0.5968	0.7838	0.5968	0.7725
No log	3.1167	374	0.6607	0.7703	0.6607	0.8128
No log	3.1333	376	0.7138	0.7586	0.7138	0.8449
No log	3.15	378	0.7263	0.7692	0.7263	0.8522
No log	3.1667	380	0.6989	0.7586	0.6989	0.8360
No log	3.1833	382	0.6921	0.7703	0.6921	0.8319
No log	3.2	384	0.6619	0.7651	0.6619	0.8136
No log	3.2167	386	0.6606	0.7619	0.6606	0.8128
No log	3.2333	388	0.7033	0.7651	0.7033	0.8386
No log	3.25	390	0.7185	0.7586	0.7185	0.8476
No log	3.2667	392	0.6720	0.75	0.6720	0.8197
No log	3.2833	394	0.6388	0.7724	0.6388	0.7992
No log	3.3	396	0.6028	0.7785	0.6028	0.7764
No log	3.3167	398	0.5508	0.8153	0.5508	0.7422
No log	3.3333	400	0.5679	0.8047	0.5679	0.7536
No log	3.35	402	0.5784	0.7952	0.5784	0.7606
No log	3.3667	404	0.5680	0.7922	0.5680	0.7537
No log	3.3833	406	0.5760	0.8182	0.5760	0.7589
No log	3.4	408	0.5766	0.8026	0.5766	0.7593
No log	3.4167	410	0.6024	0.7919	0.6024	0.7761
No log	3.4333	412	0.6214	0.76	0.6214	0.7883
No log	3.45	414	0.6623	0.7733	0.6623	0.8138
No log	3.4667	416	0.6801	0.7792	0.6801	0.8247
No log	3.4833	418	0.6410	0.7733	0.6410	0.8006
No log	3.5	420	0.6202	0.8079	0.6202	0.7875
No log	3.5167	422	0.6289	0.8026	0.6289	0.7930
No log	3.5333	424	0.6346	0.8052	0.6346	0.7966
No log	3.55	426	0.6506	0.7517	0.6506	0.8066
No log	3.5667	428	0.6812	0.7843	0.6812	0.8254
No log	3.5833	430	0.6719	0.7673	0.6719	0.8197
No log	3.6	432	0.6068	0.7771	0.6068	0.7790
No log	3.6167	434	0.5961	0.8176	0.5961	0.7721
No log	3.6333	436	0.6206	0.7821	0.6206	0.7878
No log	3.65	438	0.6179	0.7712	0.6179	0.7861
No log	3.6667	440	0.5810	0.7947	0.5810	0.7623
No log	3.6833	442	0.6103	0.7879	0.6103	0.7812
No log	3.7	444	0.6402	0.7702	0.6402	0.8001
No log	3.7167	446	0.6253	0.7815	0.6253	0.7908
No log	3.7333	448	0.6538	0.7733	0.6538	0.8086
No log	3.75	450	0.6650	0.7568	0.6650	0.8155
No log	3.7667	452	0.6600	0.7724	0.6600	0.8124
No log	3.7833	454	0.6523	0.7973	0.6523	0.8077
No log	3.8	456	0.6238	0.8108	0.6238	0.7898
No log	3.8167	458	0.5956	0.8108	0.5956	0.7717
No log	3.8333	460	0.5855	0.8	0.5855	0.7652
No log	3.85	462	0.5709	0.7947	0.5709	0.7556
No log	3.8667	464	0.5365	0.8050	0.5365	0.7324
No log	3.8833	466	0.5558	0.8101	0.5558	0.7455
No log	3.9	468	0.5758	0.7950	0.5758	0.7588
No log	3.9167	470	0.5646	0.7799	0.5646	0.7514
No log	3.9333	472	0.5946	0.7867	0.5946	0.7711
No log	3.95	474	0.6010	0.8	0.6010	0.7752
No log	3.9667	476	0.6205	0.8228	0.6205	0.7877
No log	3.9833	478	0.6485	0.8077	0.6485	0.8053
No log	4.0	480	0.6549	0.7974	0.6549	0.8093
No log	4.0167	482	0.6661	0.7973	0.6661	0.8161
No log	4.0333	484	0.6772	0.7651	0.6772	0.8229
No log	4.05	486	0.6939	0.7651	0.6939	0.8330
No log	4.0667	488	0.6979	0.7651	0.6979	0.8354
No log	4.0833	490	0.7051	0.7733	0.7051	0.8397
No log	4.1	492	0.6995	0.7619	0.6995	0.8364
No log	4.1167	494	0.7041	0.7919	0.7041	0.8391
No log	4.1333	496	0.7130	0.7692	0.7130	0.8444
No log	4.15	498	0.8050	0.7170	0.8050	0.8972
0.4065	4.1667	500	0.8023	0.7006	0.8023	0.8957
0.4065	4.1833	502	0.7103	0.7733	0.7103	0.8428
0.4065	4.2	504	0.6722	0.7619	0.6722	0.8199
0.4065	4.2167	506	0.6899	0.7172	0.6899	0.8306
0.4065	4.2333	508	0.6780	0.7172	0.6780	0.8234
0.4065	4.25	510	0.6802	0.7703	0.6802	0.8248
0.4065	4.2667	512	0.7398	0.7651	0.7398	0.8601
0.4065	4.2833	514	0.7197	0.7733	0.7197	0.8483
0.4065	4.3	516	0.6575	0.8	0.6575	0.8109
0.4065	4.3167	518	0.6358	0.8101	0.6358	0.7973
0.4065	4.3333	520	0.6335	0.7662	0.6335	0.7959
0.4065	4.35	522	0.6340	0.8026	0.6340	0.7962
0.4065	4.3667	524	0.6470	0.7692	0.6470	0.8043
0.4065	4.3833	526	0.6410	0.7778	0.6410	0.8006
0.4065	4.4	528	0.6572	0.7784	0.6572	0.8106
0.4065	4.4167	530	0.6013	0.8025	0.6013	0.7755
0.4065	4.4333	532	0.5844	0.7763	0.5844	0.7644
0.4065	4.45	534	0.5825	0.7763	0.5825	0.7632
0.4065	4.4667	536	0.5878	0.7974	0.5878	0.7667
0.4065	4.4833	538	0.6490	0.7625	0.6490	0.8056
0.4065	4.5	540	0.7043	0.7763	0.7043	0.8392
0.4065	4.5167	542	0.7419	0.7534	0.7419	0.8613
0.4065	4.5333	544	0.7382	0.7534	0.7382	0.8592
0.4065	4.55	546	0.6829	0.7733	0.6829	0.8264
0.4065	4.5667	548	0.6523	0.7785	0.6523	0.8077
0.4065	4.5833	550	0.6389	0.7785	0.6389	0.7993
0.4065	4.6	552	0.6510	0.7651	0.6510	0.8068
0.4065	4.6167	554	0.6401	0.7763	0.6401	0.8001
0.4065	4.6333	556	0.6767	0.7763	0.6767	0.8226
0.4065	4.65	558	0.7591	0.7451	0.7591	0.8713
0.4065	4.6667	560	0.7189	0.7763	0.7189	0.8479
0.4065	4.6833	562	0.6825	0.7922	0.6825	0.8261
0.4065	4.7	564	0.6600	0.7651	0.6600	0.8124
0.4065	4.7167	566	0.6714	0.7755	0.6714	0.8194
0.4065	4.7333	568	0.6707	0.7755	0.6707	0.8190
0.4065	4.75	570	0.6445	0.7973	0.6445	0.8028
0.4065	4.7667	572	0.6080	0.7919	0.6080	0.7797
0.4065	4.7833	574	0.5773	0.7975	0.5773	0.7598
0.4065	4.8	576	0.5927	0.7758	0.5927	0.7699
0.4065	4.8167	578	0.5943	0.7791	0.5943	0.7709
0.4065	4.8333	580	0.5727	0.7975	0.5727	0.7568
0.4065	4.85	582	0.5700	0.7950	0.5700	0.7550
0.4065	4.8667	584	0.5993	0.7733	0.5993	0.7742
0.4065	4.8833	586	0.6532	0.7733	0.6532	0.8082
0.4065	4.9	588	0.7303	0.7808	0.7303	0.8546
0.4065	4.9167	590	0.7345	0.7586	0.7345	0.8570
0.4065	4.9333	592	0.6830	0.7703	0.6830	0.8265
0.4065	4.95	594	0.5930	0.7947	0.5930	0.7701
0.4065	4.9667	596	0.5312	0.8158	0.5312	0.7289
0.4065	4.9833	598	0.5105	0.8105	0.5105	0.7145
0.4065	5.0	600	0.5422	0.7975	0.5422	0.7363
0.4065	5.0167	602	0.6329	0.7805	0.6329	0.7955
0.4065	5.0333	604	0.6822	0.7722	0.6822	0.8260
0.4065	5.05	606	0.6814	0.7703	0.6814	0.8254
0.4065	5.0667	608	0.6526	0.7586	0.6526	0.8078
0.4065	5.0833	610	0.6372	0.7586	0.6372	0.7983
0.4065	5.1	612	0.6042	0.7651	0.6042	0.7773
0.4065	5.1167	614	0.5829	0.7651	0.5829	0.7635
0.4065	5.1333	616	0.5616	0.8025	0.5616	0.7494
0.4065	5.15	618	0.5461	0.8313	0.5461	0.7390
0.4065	5.1667	620	0.5488	0.8313	0.5488	0.7408
0.4065	5.1833	622	0.5772	0.7925	0.5772	0.7597
0.4065	5.2	624	0.6439	0.7763	0.6439	0.8025
0.4065	5.2167	626	0.6628	0.7703	0.6628	0.8141
0.4065	5.2333	628	0.6544	0.7586	0.6544	0.8089
0.4065	5.25	630	0.6402	0.7671	0.6402	0.8001
0.4065	5.2667	632	0.6229	0.7703	0.6229	0.7893
0.4065	5.2833	634	0.6220	0.7763	0.6220	0.7887
0.4065	5.3	636	0.6270	0.7763	0.6270	0.7918
0.4065	5.3167	638	0.6648	0.7692	0.6648	0.8154
0.4065	5.3333	640	0.6434	0.7651	0.6434	0.8021
0.4065	5.35	642	0.6219	0.7785	0.6219	0.7886
0.4065	5.3667	644	0.6264	0.7838	0.6264	0.7915
0.4065	5.3833	646	0.6176	0.7838	0.6176	0.7859
0.4065	5.4	648	0.6023	0.7973	0.6023	0.7761
0.4065	5.4167	650	0.5859	0.8235	0.5859	0.7655
0.4065	5.4333	652	0.5590	0.8129	0.5590	0.7477
0.4065	5.45	654	0.5490	0.8052	0.5490	0.7410
0.4065	5.4667	656	0.5564	0.7682	0.5564	0.7459
0.4065	5.4833	658	0.5448	0.7895	0.5448	0.7381
0.4065	5.5	660	0.5517	0.7895	0.5517	0.7428
0.4065	5.5167	662	0.5706	0.7682	0.5706	0.7554
0.4065	5.5333	664	0.5656	0.7682	0.5656	0.7521
0.4065	5.55	666	0.5632	0.7682	0.5632	0.7505
0.4065	5.5667	668	0.5761	0.7682	0.5761	0.7590
0.4065	5.5833	670	0.5702	0.7867	0.5702	0.7551
0.4065	5.6	672	0.5856	0.7682	0.5856	0.7652
0.4065	5.6167	674	0.6072	0.7792	0.6072	0.7792
0.4065	5.6333	676	0.5985	0.7838	0.5985	0.7736
0.4065	5.65	678	0.6049	0.7919	0.6049	0.7777
0.4065	5.6667	680	0.6183	0.8108	0.6183	0.7863
0.4065	5.6833	682	0.6267	0.8108	0.6267	0.7917
0.4065	5.7	684	0.6200	0.8133	0.6200	0.7874
0.4065	5.7167	686	0.6405	0.7919	0.6405	0.8003
0.4065	5.7333	688	0.6969	0.75	0.6969	0.8348
0.4065	5.75	690	0.7178	0.75	0.7178	0.8473
0.4065	5.7667	692	0.6742	0.7651	0.6742	0.8211
0.4065	5.7833	694	0.6217	0.7763	0.6217	0.7885
0.4065	5.8	696	0.6118	0.8158	0.6118	0.7822
0.4065	5.8167	698	0.6177	0.8158	0.6177	0.7859
0.4065	5.8333	700	0.6224	0.7947	0.6224	0.7889
0.4065	5.85	702	0.6593	0.775	0.6593	0.8120
0.4065	5.8667	704	0.7474	0.7561	0.7474	0.8645
0.4065	5.8833	706	0.7620	0.7654	0.7620	0.8729
0.4065	5.9	708	0.7258	0.7465	0.7258	0.8519
0.4065	5.9167	710	0.7365	0.7429	0.7365	0.8582
0.4065	5.9333	712	0.7424	0.6912	0.7424	0.8616
0.4065	5.95	714	0.7072	0.7273	0.7072	0.8410
0.4065	5.9667	716	0.6643	0.7483	0.6643	0.8151
0.4065	5.9833	718	0.6023	0.7947	0.6023	0.7761
0.4065	6.0	720	0.5803	0.7977	0.5803	0.7618
0.4065	6.0167	722	0.5800	0.7978	0.5800	0.7616
0.4065	6.0333	724	0.5956	0.8068	0.5956	0.7717
0.4065	6.05	726	0.6357	0.7950	0.6357	0.7973
0.4065	6.0667	728	0.6873	0.7733	0.6873	0.8290
0.4065	6.0833	730	0.7092	0.7733	0.7092	0.8421
0.4065	6.1	732	0.7150	0.7651	0.7150	0.8456
0.4065	6.1167	734	0.6910	0.7733	0.6910	0.8313
0.4065	6.1333	736	0.6449	0.7733	0.6449	0.8030
0.4065	6.15	738	0.5895	0.8133	0.5895	0.7678
0.4065	6.1667	740	0.5943	0.8025	0.5943	0.7709
0.4065	6.1833	742	0.5959	0.8182	0.5959	0.7719
0.4065	6.2	744	0.5752	0.8133	0.5752	0.7584
0.4065	6.2167	746	0.5987	0.7919	0.5987	0.7738
0.4065	6.2333	748	0.5954	0.7919	0.5954	0.7716
0.4065	6.25	750	0.5646	0.7973	0.5646	0.7514
0.4065	6.2667	752	0.5556	0.7838	0.5556	0.7454
0.4065	6.2833	754	0.5354	0.8026	0.5354	0.7317
0.4065	6.3	756	0.5165	0.8258	0.5165	0.7187
0.4065	6.3167	758	0.5411	0.8049	0.5411	0.7356
0.4065	6.3333	760	0.5677	0.7901	0.5677	0.7534
0.4065	6.35	762	0.5872	0.7857	0.5872	0.7663
0.4065	6.3667	764	0.6219	0.7784	0.6219	0.7886
0.4065	6.3833	766	0.6584	0.7730	0.6584	0.8114
0.4065	6.4	768	0.6516	0.775	0.6516	0.8072
0.4065	6.4167	770	0.6173	0.7848	0.6173	0.7857
0.4065	6.4333	772	0.5983	0.8	0.5983	0.7735
0.4065	6.45	774	0.5928	0.7785	0.5928	0.7699
0.4065	6.4667	776	0.5833	0.7682	0.5833	0.7637
0.4065	6.4833	778	0.5982	0.7733	0.5982	0.7735
0.4065	6.5	780	0.5692	0.7843	0.5692	0.7544
0.4065	6.5167	782	0.5393	0.8052	0.5393	0.7344
0.4065	6.5333	784	0.5326	0.8205	0.5326	0.7298
0.4065	6.55	786	0.5438	0.8228	0.5438	0.7374
0.4065	6.5667	788	0.5791	0.7975	0.5791	0.7610
0.4065	6.5833	790	0.6274	0.7843	0.6274	0.7921
0.4065	6.6	792	0.6853	0.7568	0.6853	0.8279
0.4065	6.6167	794	0.7399	0.7568	0.7399	0.8602
0.4065	6.6333	796	0.7309	0.7568	0.7309	0.8549
0.4065	6.65	798	0.7002	0.7619	0.7002	0.8368
0.4065	6.6667	800	0.6796	0.7619	0.6796	0.8244
0.4065	6.6833	802	0.6381	0.7619	0.6381	0.7988
0.4065	6.7	804	0.5916	0.7703	0.5916	0.7692
0.4065	6.7167	806	0.5860	0.7724	0.5860	0.7655
0.4065	6.7333	808	0.5881	0.7639	0.5881	0.7669
0.4065	6.75	810	0.5829	0.7639	0.5829	0.7635
0.4065	6.7667	812	0.6370	0.75	0.6370	0.7981
0.4065	6.7833	814	0.7242	0.7534	0.7242	0.8510
0.4065	6.8	816	0.7322	0.7568	0.7322	0.8557
0.4065	6.8167	818	0.6632	0.7568	0.6632	0.8144
0.4065	6.8333	820	0.5962	0.7651	0.5962	0.7721
0.4065	6.85	822	0.5693	0.7733	0.5693	0.7545
0.4065	6.8667	824	0.5578	0.7815	0.5578	0.7469
0.4065	6.8833	826	0.5378	0.8	0.5378	0.7334
0.4065	6.9	828	0.5407	0.8054	0.5407	0.7353
0.4065	6.9167	830	0.5513	0.7733	0.5513	0.7425
0.4065	6.9333	832	0.5909	0.7703	0.5909	0.7687
0.4065	6.95	834	0.6500	0.7619	0.6500	0.8062
0.4065	6.9667	836	0.6610	0.7619	0.6610	0.8130
0.4065	6.9833	838	0.6314	0.7703	0.6314	0.7946
0.4065	7.0	840	0.5955	0.7838	0.5955	0.7717
0.4065	7.0167	842	0.5888	0.8054	0.5888	0.7673
0.4065	7.0333	844	0.5782	0.8054	0.5782	0.7604
0.4065	7.05	846	0.5288	0.8133	0.5288	0.7272
0.4065	7.0667	848	0.5094	0.8026	0.5094	0.7138
0.4065	7.0833	850	0.5534	0.8	0.5534	0.7439
0.4065	7.1	852	0.5789	0.7861	0.5789	0.7608
0.4065	7.1167	854	0.5470	0.8114	0.5470	0.7396
0.4065	7.1333	856	0.5254	0.8098	0.5254	0.7249
0.4065	7.15	858	0.5396	0.8025	0.5396	0.7346
0.4065	7.1667	860	0.5462	0.8125	0.5462	0.7391
0.4065	7.1833	862	0.5648	0.8258	0.5648	0.7515
0.4065	7.2	864	0.5958	0.7891	0.5958	0.7719
0.4065	7.2167	866	0.6134	0.7891	0.6134	0.7832
0.4065	7.2333	868	0.6100	0.7973	0.6100	0.7810
0.4065	7.25	870	0.5930	0.7703	0.5930	0.7701
0.4065	7.2667	872	0.5933	0.8049	0.5933	0.7703
0.4065	7.2833	874	0.5977	0.8049	0.5977	0.7731
0.4065	7.3	876	0.5429	0.8121	0.5429	0.7368
0.4065	7.3167	878	0.4676	0.8554	0.4676	0.6838
0.4065	7.3333	880	0.4637	0.8608	0.4637	0.6810
0.4065	7.35	882	0.5005	0.8054	0.5005	0.7075
0.4065	7.3667	884	0.5245	0.8133	0.5245	0.7242
0.4065	7.3833	886	0.5436	0.8267	0.5436	0.7373
0.4065	7.4	888	0.5614	0.8	0.5614	0.7493
0.4065	7.4167	890	0.5902	0.7703	0.5902	0.7682
0.4065	7.4333	892	0.6127	0.7703	0.6127	0.7828
0.4065	7.45	894	0.6226	0.7703	0.6226	0.7891
0.4065	7.4667	896	0.6135	0.7671	0.6135	0.7833
0.4065	7.4833	898	0.6072	0.7552	0.6072	0.7793
0.4065	7.5	900	0.6200	0.7639	0.6200	0.7874
0.4065	7.5167	902	0.6382	0.7922	0.6382	0.7989
0.4065	7.5333	904	0.6316	0.8049	0.6316	0.7948
0.4065	7.55	906	0.6184	0.7955	0.6184	0.7864
0.4065	7.5667	908	0.5812	0.7955	0.5812	0.7624
0.4065	7.5833	910	0.5667	0.7955	0.5667	0.7528
0.4065	7.6	912	0.5275	0.8047	0.5275	0.7263
0.4065	7.6167	914	0.5084	0.8176	0.5084	0.7130
0.4065	7.6333	916	0.5267	0.7973	0.5267	0.7257
0.4065	7.65	918	0.5648	0.7586	0.5648	0.7515
0.4065	7.6667	920	0.6394	0.7568	0.6394	0.7996
0.4065	7.6833	922	0.6976	0.7286	0.6976	0.8352
0.4065	7.7	924	0.7029	0.7286	0.7029	0.8384
0.4065	7.7167	926	0.6838	0.7413	0.6838	0.8269
0.4065	7.7333	928	0.6678	0.7429	0.6678	0.8172
0.4065	7.75	930	0.6703	0.7639	0.6703	0.8187
0.4065	7.7667	932	0.6806	0.75	0.6806	0.8250
0.4065	7.7833	934	0.7164	0.7552	0.7164	0.8464
0.4065	7.8	936	0.7590	0.7324	0.7590	0.8712
0.4065	7.8167	938	0.8103	0.7123	0.8103	0.9001
0.4065	7.8333	940	0.7833	0.7226	0.7833	0.8850
0.4065	7.85	942	0.7156	0.7285	0.7156	0.8459
0.4065	7.8667	944	0.6627	0.7838	0.6627	0.8141
0.4065	7.8833	946	0.6256	0.7919	0.6256	0.7910
0.4065	7.9	948	0.6139	0.8	0.6139	0.7835
0.4065	7.9167	950	0.6245	0.8026	0.6245	0.7903
0.4065	7.9333	952	0.6079	0.8105	0.6079	0.7797
0.4065	7.95	954	0.5805	0.7838	0.5805	0.7619
0.4065	7.9667	956	0.5680	0.7534	0.5680	0.7537
0.4065	7.9833	958	0.5690	0.7534	0.5690	0.7543
0.4065	8.0	960	0.5701	0.7838	0.5701	0.7551
0.4065	8.0167	962	0.5862	0.8	0.5862	0.7657
0.4065	8.0333	964	0.6133	0.7843	0.6133	0.7831
0.4065	8.05	966	0.6277	0.7843	0.6277	0.7923
0.4065	8.0667	968	0.6088	0.7619	0.6088	0.7802
0.4065	8.0833	970	0.5982	0.7808	0.5982	0.7735
0.4065	8.1	972	0.5973	0.7891	0.5973	0.7729
0.4065	8.1167	974	0.6149	0.7862	0.6149	0.7842
0.4065	8.1333	976	0.6317	0.7552	0.6317	0.7948
0.4065	8.15	978	0.6184	0.7429	0.6184	0.7864
0.4065	8.1667	980	0.6077	0.7832	0.6077	0.7795
0.4065	8.1833	982	0.6390	0.7703	0.6390	0.7994
0.4065	8.2	984	0.6871	0.7614	0.6871	0.8289
0.4065	8.2167	986	0.6712	0.7753	0.6712	0.8193
0.4065	8.2333	988	0.6359	0.7931	0.6359	0.7974
0.4065	8.25	990	0.5817	0.7927	0.5817	0.7627
0.4065	8.2667	992	0.5617	0.7763	0.5617	0.7494
0.4065	8.2833	994	0.5552	0.7733	0.5552	0.7451
0.4065	8.3	996	0.5558	0.7815	0.5558	0.7455
0.4065	8.3167	998	0.5648	0.7763	0.5648	0.7515
0.0812	8.3333	1000	0.5935	0.7682	0.5935	0.7704
0.0812	8.35	1002	0.6028	0.7682	0.6028	0.7764
0.0812	8.3667	1004	0.5837	0.7763	0.5837	0.7640
0.0812	8.3833	1006	0.5942	0.7763	0.5942	0.7709
0.0812	8.4	1008	0.6015	0.7651	0.6015	0.7755
0.0812	8.4167	1010	0.5921	0.7651	0.5921	0.7695
0.0812	8.4333	1012	0.5710	0.7651	0.5710	0.7556
0.0812	8.45	1014	0.5688	0.7651	0.5688	0.7542
0.0812	8.4667	1016	0.5709	0.7651	0.5709	0.7556

Framework versions

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