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_k18_task1_organization
    results: []

ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_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: 0.9071
• Qwk: 0.6711
• Mse: 0.9071
• Rmse: 0.9524

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	0.0148	2	7.2094	0.0	7.2094	2.6850
No log	0.0296	4	4.4999	0.0317	4.4999	2.1213
No log	0.0444	6	3.0911	0.0702	3.0911	1.7581
No log	0.0593	8	2.0861	0.2154	2.0861	1.4443
No log	0.0741	10	1.6485	0.1905	1.6485	1.2839
No log	0.0889	12	1.5300	0.1165	1.5300	1.2369
No log	0.1037	14	1.5615	0.3036	1.5615	1.2496
No log	0.1185	16	1.8795	0.0943	1.8795	1.3709
No log	0.1333	18	2.0483	0.0367	2.0483	1.4312
No log	0.1481	20	1.9804	0.0885	1.9804	1.4073
No log	0.1630	22	1.6360	0.1905	1.6360	1.2791
No log	0.1778	24	1.4786	0.2593	1.4786	1.2160
No log	0.1926	26	1.3512	0.3273	1.3512	1.1624
No log	0.2074	28	1.2347	0.3091	1.2347	1.1112
No log	0.2222	30	1.2483	0.3894	1.2483	1.1173
No log	0.2370	32	1.2839	0.4628	1.2839	1.1331
No log	0.2519	34	1.4541	0.3710	1.4541	1.2058
No log	0.2667	36	1.2385	0.5161	1.2385	1.1129
No log	0.2815	38	1.1288	0.4921	1.1288	1.0624
No log	0.2963	40	1.2642	0.5	1.2642	1.1244
No log	0.3111	42	1.1511	0.4677	1.1511	1.0729
No log	0.3259	44	1.6397	0.2879	1.6397	1.2805
No log	0.3407	46	2.2597	0.2703	2.2597	1.5032
No log	0.3556	48	1.9599	0.3286	1.9599	1.4000
No log	0.3704	50	1.2978	0.5077	1.2978	1.1392
No log	0.3852	52	1.1541	0.5082	1.1541	1.0743
No log	0.4	54	1.2172	0.5	1.2172	1.1033
No log	0.4148	56	1.1111	0.5692	1.1111	1.0541
No log	0.4296	58	0.9940	0.6	0.9940	0.9970
No log	0.4444	60	1.0997	0.6260	1.0997	1.0487
No log	0.4593	62	0.9688	0.6519	0.9688	0.9843
No log	0.4741	64	0.7771	0.7075	0.7771	0.8815
No log	0.4889	66	0.8605	0.6713	0.8605	0.9276
No log	0.5037	68	1.0001	0.6338	1.0001	1.0000
No log	0.5185	70	0.9324	0.5865	0.9324	0.9656
No log	0.5333	72	0.7580	0.7114	0.7580	0.8706
No log	0.5481	74	0.8020	0.7421	0.8020	0.8956
No log	0.5630	76	0.9190	0.7174	0.9190	0.9586
No log	0.5778	78	0.8297	0.7528	0.8297	0.9109
No log	0.5926	80	0.6835	0.7485	0.6835	0.8267
No log	0.6074	82	0.9638	0.7119	0.9638	0.9817
No log	0.6222	84	1.4393	0.5682	1.4393	1.1997
No log	0.6370	86	1.3695	0.5542	1.3695	1.1702
No log	0.6519	88	1.0242	0.6788	1.0242	1.0120
No log	0.6667	90	0.8098	0.6803	0.8098	0.8999
No log	0.6815	92	0.8027	0.6479	0.8027	0.8959
No log	0.6963	94	0.7648	0.6525	0.7648	0.8745
No log	0.7111	96	0.7192	0.7206	0.7192	0.8480
No log	0.7259	98	0.7919	0.6892	0.7919	0.8899
No log	0.7407	100	0.8892	0.6974	0.8892	0.9430
No log	0.7556	102	1.0115	0.7160	1.0115	1.0057
No log	0.7704	104	0.9600	0.7089	0.9600	0.9798
No log	0.7852	106	0.7631	0.7013	0.7631	0.8736
No log	0.8	108	0.8149	0.6803	0.8149	0.9027
No log	0.8148	110	0.9861	0.6626	0.9861	0.9930
No log	0.8296	112	0.9715	0.6711	0.9715	0.9856
No log	0.8444	114	0.8875	0.6803	0.8875	0.9421
No log	0.8593	116	0.8303	0.6812	0.8303	0.9112
No log	0.8741	118	0.8089	0.6567	0.8089	0.8994
No log	0.8889	120	0.7725	0.6667	0.7725	0.8789
No log	0.9037	122	0.7533	0.6906	0.7533	0.8680
No log	0.9185	124	0.7312	0.7413	0.7312	0.8551
No log	0.9333	126	0.7135	0.7724	0.7135	0.8447
No log	0.9481	128	0.7318	0.7310	0.7318	0.8555
No log	0.9630	130	0.7811	0.7105	0.7811	0.8838
No log	0.9778	132	0.8369	0.6933	0.8369	0.9148
No log	0.9926	134	0.8859	0.6755	0.8859	0.9412
No log	1.0074	136	0.9810	0.6490	0.9810	0.9905
No log	1.0222	138	0.8886	0.6667	0.8886	0.9426
No log	1.0370	140	0.8412	0.6438	0.8412	0.9172
No log	1.0519	142	0.8018	0.6577	0.8018	0.8954
No log	1.0667	144	0.8305	0.6883	0.8305	0.9113
No log	1.0815	146	1.0035	0.6795	1.0035	1.0017
No log	1.0963	148	1.0503	0.6184	1.0503	1.0249
No log	1.1111	150	0.8970	0.6918	0.8970	0.9471
No log	1.1259	152	0.6259	0.7590	0.6259	0.7912
No log	1.1407	154	0.5795	0.7882	0.5795	0.7613
No log	1.1556	156	0.6064	0.8333	0.6064	0.7787
No log	1.1704	158	0.5856	0.7853	0.5856	0.7653
No log	1.1852	160	0.6471	0.7143	0.6471	0.8044
No log	1.2	162	0.7533	0.6800	0.7533	0.8679
No log	1.2148	164	0.6733	0.7453	0.6733	0.8206
No log	1.2296	166	0.6718	0.7683	0.6718	0.8196
No log	1.2444	168	0.6916	0.7590	0.6916	0.8316
No log	1.2593	170	0.7289	0.7485	0.7289	0.8538
No log	1.2741	172	0.6647	0.7730	0.6647	0.8153
No log	1.2889	174	0.7121	0.7239	0.7121	0.8438
No log	1.3037	176	0.7032	0.7081	0.7032	0.8386
No log	1.3185	178	0.6424	0.7211	0.6424	0.8015
No log	1.3333	180	0.6460	0.7075	0.6460	0.8037
No log	1.3481	182	0.5884	0.7821	0.5884	0.7671
No log	1.3630	184	0.5330	0.8129	0.5330	0.7300
No log	1.3778	186	0.5168	0.8284	0.5168	0.7189
No log	1.3926	188	0.5245	0.8284	0.5245	0.7242
No log	1.4074	190	0.5945	0.8111	0.5945	0.7710
No log	1.4222	192	0.7519	0.7725	0.7519	0.8671
No log	1.4370	194	0.7935	0.7381	0.7935	0.8908
No log	1.4519	196	0.7201	0.7134	0.7201	0.8486
No log	1.4667	198	0.7476	0.6849	0.7476	0.8646
No log	1.4815	200	0.8062	0.6383	0.8062	0.8979
No log	1.4963	202	0.8911	0.6294	0.8911	0.9440
No log	1.5111	204	1.0070	0.6164	1.0070	1.0035
No log	1.5259	206	0.9685	0.6309	0.9685	0.9841
No log	1.5407	208	0.8034	0.6711	0.8034	0.8963
No log	1.5556	210	0.7393	0.7092	0.7393	0.8598
No log	1.5704	212	0.6903	0.7586	0.6903	0.8308
No log	1.5852	214	0.5954	0.7785	0.5954	0.7716
No log	1.6	216	0.5340	0.8129	0.5340	0.7307
No log	1.6148	218	0.5408	0.8129	0.5408	0.7354
No log	1.6296	220	0.5837	0.7763	0.5837	0.7640
No log	1.6444	222	0.5659	0.7763	0.5659	0.7523
No log	1.6593	224	0.5774	0.7763	0.5774	0.7599
No log	1.6741	226	0.5762	0.7947	0.5762	0.7591
No log	1.6889	228	0.5873	0.8026	0.5873	0.7663
No log	1.7037	230	0.6041	0.8079	0.6041	0.7772
No log	1.7185	232	0.6038	0.7974	0.6038	0.7770
No log	1.7333	234	0.6806	0.7248	0.6806	0.8250
No log	1.7481	236	0.8632	0.6839	0.8632	0.9291
No log	1.7630	238	0.9172	0.6792	0.9172	0.9577
No log	1.7778	240	0.7551	0.6923	0.7551	0.8690
No log	1.7926	242	0.6474	0.7703	0.6474	0.8046
No log	1.8074	244	0.6889	0.7639	0.6889	0.8300
No log	1.8222	246	0.7176	0.7324	0.7176	0.8471
No log	1.8370	248	0.7013	0.6928	0.7013	0.8374
No log	1.8519	250	0.6184	0.7439	0.6184	0.7864
No log	1.8667	252	0.5728	0.775	0.5728	0.7568
No log	1.8815	254	0.5691	0.7898	0.5691	0.7544
No log	1.8963	256	0.6011	0.8235	0.6011	0.7753
No log	1.9111	258	0.6651	0.7397	0.6651	0.8155
No log	1.9259	260	0.7263	0.7101	0.7263	0.8523
No log	1.9407	262	0.8264	0.6906	0.8264	0.9091
No log	1.9556	264	0.8511	0.6383	0.8511	0.9226
No log	1.9704	266	0.7842	0.6620	0.7842	0.8856
No log	1.9852	268	0.7072	0.7432	0.7072	0.8410
No log	2.0	270	0.7428	0.7483	0.7428	0.8619
No log	2.0148	272	0.7069	0.7397	0.7069	0.8407
No log	2.0296	274	0.7200	0.7234	0.7200	0.8485
No log	2.0444	276	0.7869	0.6714	0.7869	0.8870
No log	2.0593	278	0.8697	0.6429	0.8697	0.9326
No log	2.0741	280	0.8388	0.6621	0.8388	0.9159
No log	2.0889	282	0.7600	0.7	0.7600	0.8718
No log	2.1037	284	0.7472	0.7	0.7472	0.8644
No log	2.1185	286	0.6706	0.75	0.6706	0.8189
No log	2.1333	288	0.5817	0.7785	0.5817	0.7627
No log	2.1481	290	0.5932	0.7843	0.5932	0.7702
No log	2.1630	292	0.7632	0.7407	0.7632	0.8736
No log	2.1778	294	0.7612	0.7578	0.7612	0.8724
No log	2.1926	296	0.6201	0.7397	0.6201	0.7875
No log	2.2074	298	0.5673	0.7838	0.5673	0.7532
No log	2.2222	300	0.5956	0.7917	0.5956	0.7717
No log	2.2370	302	0.6210	0.7606	0.6210	0.7881
No log	2.2519	304	0.7117	0.7183	0.7117	0.8436
No log	2.2667	306	0.9280	0.6707	0.9280	0.9633
No log	2.2815	308	0.9269	0.6744	0.9269	0.9627
No log	2.2963	310	0.7184	0.7134	0.7184	0.8476
No log	2.3111	312	0.6112	0.7901	0.6112	0.7818
No log	2.3259	314	0.6383	0.7746	0.6383	0.7989
No log	2.3407	316	0.7700	0.7143	0.7700	0.8775
No log	2.3556	318	0.7542	0.6993	0.7542	0.8684
No log	2.3704	320	0.7797	0.6901	0.7797	0.8830
No log	2.3852	322	0.7794	0.6806	0.7794	0.8828
No log	2.4	324	0.7577	0.6993	0.7577	0.8704
No log	2.4148	326	0.6504	0.7273	0.6504	0.8065
No log	2.4296	328	0.6202	0.7376	0.6202	0.7875
No log	2.4444	330	0.6567	0.7463	0.6567	0.8104
No log	2.4593	332	0.6986	0.7313	0.6986	0.8358
No log	2.4741	334	0.7371	0.6667	0.7371	0.8586
No log	2.4889	336	0.7389	0.6716	0.7389	0.8596
No log	2.5037	338	0.6506	0.7015	0.6506	0.8066
No log	2.5185	340	0.5797	0.7353	0.5797	0.7614
No log	2.5333	342	0.5637	0.7556	0.5637	0.7508
No log	2.5481	344	0.5853	0.7568	0.5853	0.7650
No log	2.5630	346	0.6733	0.7273	0.6733	0.8206
No log	2.5778	348	0.6631	0.7383	0.6631	0.8143
No log	2.5926	350	0.6070	0.7536	0.6070	0.7791
No log	2.6074	352	0.6347	0.7465	0.6347	0.7967
No log	2.6222	354	0.6740	0.7692	0.6740	0.8209
No log	2.6370	356	0.6170	0.7571	0.6170	0.7855
No log	2.6519	358	0.6325	0.7286	0.6325	0.7953
No log	2.6667	360	0.6375	0.7448	0.6375	0.7985
No log	2.6815	362	0.6192	0.7619	0.6192	0.7869
No log	2.6963	364	0.6720	0.7324	0.6720	0.8198
No log	2.7111	366	0.7472	0.6993	0.7472	0.8644
No log	2.7259	368	0.7930	0.6763	0.7930	0.8905
No log	2.7407	370	0.8236	0.6901	0.8236	0.9075
No log	2.7556	372	0.8377	0.6763	0.8377	0.9152
No log	2.7704	374	0.7612	0.7183	0.7612	0.8725
No log	2.7852	376	0.7188	0.7465	0.7188	0.8478
No log	2.8	378	0.7019	0.75	0.7019	0.8378
No log	2.8148	380	0.7014	0.7465	0.7014	0.8375
No log	2.8296	382	0.7493	0.7333	0.7493	0.8656
No log	2.8444	384	0.7393	0.7636	0.7393	0.8598
No log	2.8593	386	0.6599	0.8049	0.6599	0.8124
No log	2.8741	388	0.6421	0.8166	0.6421	0.8013
No log	2.8889	390	0.6139	0.7975	0.6139	0.7835
No log	2.9037	392	0.6457	0.7875	0.6457	0.8036
No log	2.9185	394	0.7614	0.7067	0.7614	0.8726
No log	2.9333	396	0.8127	0.6713	0.8127	0.9015
No log	2.9481	398	0.7720	0.7050	0.7720	0.8787
No log	2.9630	400	0.6987	0.7376	0.6987	0.8359
No log	2.9778	402	0.6678	0.7606	0.6678	0.8172
No log	2.9926	404	0.6327	0.7413	0.6327	0.7954
No log	3.0074	406	0.6120	0.7792	0.6120	0.7823
No log	3.0222	408	0.6344	0.7792	0.6344	0.7965
No log	3.0370	410	0.7226	0.7657	0.7226	0.8501
No log	3.0519	412	0.7057	0.7657	0.7057	0.8400
No log	3.0667	414	0.6136	0.8072	0.6136	0.7833
No log	3.0815	416	0.5917	0.7792	0.5917	0.7692
No log	3.0963	418	0.6087	0.8	0.6087	0.7802
No log	3.1111	420	0.6323	0.7785	0.6323	0.7951
No log	3.1259	422	0.6391	0.7724	0.6391	0.7995
No log	3.1407	424	0.6669	0.7429	0.6669	0.8166
No log	3.1556	426	0.6626	0.7429	0.6626	0.8140
No log	3.1704	428	0.5991	0.7785	0.5991	0.7740
No log	3.1852	430	0.5259	0.8026	0.5259	0.7252
No log	3.2	432	0.5792	0.7755	0.5792	0.7610
No log	3.2148	434	0.5286	0.8105	0.5286	0.7271
No log	3.2296	436	0.5394	0.8263	0.5394	0.7345
No log	3.2444	438	0.8613	0.7243	0.8613	0.9281
No log	3.2593	440	0.9753	0.7151	0.9753	0.9876
No log	3.2741	442	0.7919	0.6988	0.7919	0.8899
No log	3.2889	444	0.6106	0.7871	0.6106	0.7814
No log	3.3037	446	0.6532	0.7867	0.6532	0.8082
No log	3.3185	448	0.7119	0.7297	0.7119	0.8438
No log	3.3333	450	0.6736	0.7619	0.6736	0.8207
No log	3.3481	452	0.6463	0.7619	0.6463	0.8039
No log	3.3630	454	0.7938	0.6887	0.7938	0.8909
No log	3.3778	456	0.9957	0.6282	0.9957	0.9979
No log	3.3926	458	1.0058	0.6282	1.0058	1.0029
No log	3.4074	460	0.8571	0.6711	0.8571	0.9258
No log	3.4222	462	0.7333	0.7248	0.7333	0.8563
No log	3.4370	464	0.6852	0.7448	0.6852	0.8278
No log	3.4519	466	0.6950	0.7324	0.6950	0.8337
No log	3.4667	468	0.7293	0.7234	0.7293	0.8540
No log	3.4815	470	0.7666	0.7260	0.7666	0.8755
No log	3.4963	472	0.7499	0.7248	0.7499	0.8659
No log	3.5111	474	0.7424	0.7083	0.7424	0.8616
No log	3.5259	476	0.6997	0.7222	0.6997	0.8365
No log	3.5407	478	0.6850	0.7324	0.6850	0.8277
No log	3.5556	480	0.7419	0.7075	0.7419	0.8613
No log	3.5704	482	0.8193	0.7	0.8193	0.9051
No log	3.5852	484	0.8468	0.7	0.8468	0.9202
No log	3.6	486	0.7221	0.7320	0.7221	0.8497
No log	3.6148	488	0.6177	0.7536	0.6177	0.7860
No log	3.6296	490	0.6072	0.7626	0.6072	0.7792
No log	3.6444	492	0.5950	0.7714	0.5950	0.7714
No log	3.6593	494	0.6361	0.7586	0.6361	0.7975
No log	3.6741	496	0.8104	0.7006	0.8104	0.9002
No log	3.6889	498	0.8997	0.6667	0.8997	0.9485
0.4369	3.7037	500	0.8255	0.6879	0.8255	0.9086
0.4369	3.7185	502	0.6613	0.7432	0.6613	0.8132
0.4369	3.7333	504	0.5909	0.7947	0.5909	0.7687
0.4369	3.7481	506	0.5908	0.8026	0.5908	0.7686
0.4369	3.7630	508	0.6307	0.775	0.6307	0.7942
0.4369	3.7778	510	0.7066	0.7308	0.7066	0.8406
0.4369	3.7926	512	0.7690	0.7089	0.7690	0.8769
0.4369	3.8074	514	0.7229	0.7261	0.7229	0.8502
0.4369	3.8222	516	0.6507	0.7467	0.6507	0.8067
0.4369	3.8370	518	0.6159	0.7755	0.6159	0.7848
0.4369	3.8519	520	0.5827	0.8	0.5827	0.7634
0.4369	3.8667	522	0.5657	0.8	0.5657	0.7521
0.4369	3.8815	524	0.5621	0.7947	0.5621	0.7497
0.4369	3.8963	526	0.5638	0.7871	0.5638	0.7508
0.4369	3.9111	528	0.6174	0.7673	0.6174	0.7857
0.4369	3.9259	530	0.7814	0.7303	0.7814	0.8840
0.4369	3.9407	532	0.8597	0.7151	0.8597	0.9272
0.4369	3.9556	534	0.7841	0.7051	0.7841	0.8855
0.4369	3.9704	536	0.6775	0.7552	0.6775	0.8231
0.4369	3.9852	538	0.6430	0.7353	0.6430	0.8019
0.4369	4.0	540	0.6428	0.7482	0.6428	0.8017
0.4369	4.0148	542	0.6859	0.7059	0.6859	0.8282
0.4369	4.0296	544	0.7765	0.6763	0.7765	0.8812
0.4369	4.0444	546	0.8083	0.6143	0.8083	0.8990
0.4369	4.0593	548	0.8023	0.6569	0.8023	0.8957
0.4369	4.0741	550	0.7293	0.7286	0.7293	0.8540
0.4369	4.0889	552	0.7112	0.7639	0.7112	0.8433
0.4369	4.1037	554	0.7219	0.7606	0.7219	0.8496
0.4369	4.1185	556	0.7218	0.7246	0.7218	0.8496
0.4369	4.1333	558	0.7898	0.6957	0.7898	0.8887
0.4369	4.1481	560	0.8484	0.6286	0.8484	0.9211
0.4369	4.1630	562	0.8123	0.6714	0.8123	0.9013
0.4369	4.1778	564	0.7134	0.7083	0.7134	0.8446
0.4369	4.1926	566	0.6091	0.7733	0.6091	0.7804
0.4369	4.2074	568	0.5637	0.8077	0.5637	0.7508
0.4369	4.2222	570	0.5654	0.7898	0.5654	0.7519
0.4369	4.2370	572	0.5839	0.7898	0.5839	0.7642
0.4369	4.2519	574	0.6496	0.7763	0.6496	0.8060
0.4369	4.2667	576	0.7127	0.6974	0.7127	0.8442
0.4369	4.2815	578	0.7136	0.6712	0.7136	0.8448
0.4369	4.2963	580	0.7083	0.6767	0.7083	0.8416
0.4369	4.3111	582	0.6704	0.7153	0.6704	0.8188
0.4369	4.3259	584	0.6676	0.7445	0.6676	0.8171
0.4369	4.3407	586	0.6841	0.7429	0.6841	0.8271
0.4369	4.3556	588	0.6929	0.7259	0.6929	0.8324
0.4369	4.3704	590	0.6934	0.7259	0.6934	0.8327
0.4369	4.3852	592	0.6915	0.7353	0.6915	0.8315
0.4369	4.4	594	0.7119	0.7050	0.7119	0.8438
0.4369	4.4148	596	0.7524	0.7383	0.7524	0.8674
0.4369	4.4296	598	0.7357	0.7467	0.7357	0.8577
0.4369	4.4444	600	0.7084	0.7484	0.7084	0.8417
0.4369	4.4593	602	0.6835	0.7662	0.6835	0.8267
0.4369	4.4741	604	0.7242	0.7075	0.7242	0.8510
0.4369	4.4889	606	0.8236	0.6667	0.8236	0.9075
0.4369	4.5037	608	0.8074	0.6857	0.8074	0.8986
0.4369	4.5185	610	0.7379	0.7015	0.7379	0.8590
0.4369	4.5333	612	0.6936	0.7068	0.6936	0.8328
0.4369	4.5481	614	0.6492	0.7164	0.6492	0.8057
0.4369	4.5630	616	0.6326	0.7246	0.6326	0.7954
0.4369	4.5778	618	0.6414	0.7586	0.6414	0.8009
0.4369	4.5926	620	0.6765	0.7651	0.6765	0.8225
0.4369	4.6074	622	0.7263	0.6939	0.7263	0.8523
0.4369	4.6222	624	0.7563	0.6667	0.7563	0.8696
0.4369	4.6370	626	0.7904	0.6667	0.7904	0.8890
0.4369	4.6519	628	0.8153	0.6434	0.8153	0.9030
0.4369	4.6667	630	0.7695	0.6569	0.7695	0.8772
0.4369	4.6815	632	0.7603	0.7015	0.7603	0.8720
0.4369	4.6963	634	0.7567	0.6767	0.7567	0.8699
0.4369	4.7111	636	0.7357	0.7015	0.7357	0.8578
0.4369	4.7259	638	0.7121	0.7059	0.7121	0.8439
0.4369	4.7407	640	0.7488	0.7248	0.7488	0.8654
0.4369	4.7556	642	0.7775	0.7285	0.7775	0.8818
0.4369	4.7704	644	0.7326	0.7368	0.7326	0.8559
0.4369	4.7852	646	0.6457	0.7651	0.6457	0.8036
0.4369	4.8	648	0.6231	0.7703	0.6231	0.7894
0.4369	4.8148	650	0.6286	0.7703	0.6286	0.7929
0.4369	4.8296	652	0.6687	0.7448	0.6687	0.8177
0.4369	4.8444	654	0.7723	0.6892	0.7723	0.8788
0.4369	4.8593	656	0.9167	0.7006	0.9167	0.9575
0.4369	4.8741	658	0.8982	0.6757	0.8982	0.9478
0.4369	4.8889	660	0.8013	0.6567	0.8013	0.8952
0.4369	4.9037	662	0.7684	0.6818	0.7684	0.8766
0.4369	4.9185	664	0.7334	0.6970	0.7334	0.8564
0.4369	4.9333	666	0.7050	0.7407	0.7050	0.8396
0.4369	4.9481	668	0.6737	0.7651	0.6737	0.8208
0.4369	4.9630	670	0.6807	0.7582	0.6807	0.8250
0.4369	4.9778	672	0.7013	0.7613	0.7013	0.8374
0.4369	4.9926	674	0.7032	0.7383	0.7032	0.8385
0.4369	5.0074	676	0.7091	0.7397	0.7091	0.8421
0.4369	5.0222	678	0.7176	0.7234	0.7176	0.8471
0.4369	5.0370	680	0.6809	0.7429	0.6809	0.8251
0.4369	5.0519	682	0.6843	0.7391	0.6843	0.8272
0.4369	5.0667	684	0.7176	0.7153	0.7176	0.8471
0.4369	5.0815	686	0.7714	0.6519	0.7714	0.8783
0.4369	5.0963	688	0.8905	0.6713	0.8905	0.9436
0.4369	5.1111	690	1.0220	0.6424	1.0220	1.0109
0.4369	5.1259	692	1.0362	0.6548	1.0362	1.0180
0.4369	5.1407	694	0.9071	0.6711	0.9071	0.9524

Framework versions

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