ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k16_task7_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: 0.7829
• Qwk: 0.3347
• Mse: 0.7829
• Rmse: 0.8848

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	0.025	2	2.5693	0.0401	2.5693	1.6029
No log	0.05	4	1.2955	0.1719	1.2955	1.1382
No log	0.075	6	0.7182	0.1372	0.7182	0.8475
No log	0.1	8	0.8460	0.0816	0.8460	0.9198
No log	0.125	10	0.9675	0.2085	0.9675	0.9836
No log	0.15	12	0.9227	0.2589	0.9227	0.9606
No log	0.175	14	0.9078	0.2913	0.9078	0.9528
No log	0.2	16	1.0305	0.1692	1.0305	1.0151
No log	0.225	18	0.9840	0.1911	0.9840	0.9920
No log	0.25	20	1.0676	0.1360	1.0676	1.0333
No log	0.275	22	1.0661	0.1360	1.0661	1.0325
No log	0.3	24	0.9643	0.2460	0.9643	0.9820
No log	0.325	26	0.8890	0.3042	0.8890	0.9429
No log	0.35	28	0.8714	0.3518	0.8714	0.9335
No log	0.375	30	0.8006	0.3494	0.8006	0.8947
No log	0.4	32	0.7591	0.2121	0.7591	0.8713
No log	0.425	34	0.7297	0.2819	0.7297	0.8542
No log	0.45	36	0.7349	0.4219	0.7349	0.8573
No log	0.475	38	0.8244	0.3105	0.8244	0.9080
No log	0.5	40	0.8074	0.3606	0.8074	0.8985
No log	0.525	42	0.7034	0.3972	0.7034	0.8387
No log	0.55	44	0.5765	0.4173	0.5765	0.7592
No log	0.575	46	0.5857	0.4592	0.5857	0.7653
No log	0.6	48	0.7403	0.3819	0.7403	0.8604
No log	0.625	50	0.8629	0.3390	0.8629	0.9290
No log	0.65	52	0.7094	0.5009	0.7094	0.8422
No log	0.675	54	0.6955	0.4574	0.6955	0.8340
No log	0.7	56	0.5335	0.5141	0.5335	0.7304
No log	0.725	58	0.5230	0.6032	0.5230	0.7232
No log	0.75	60	0.5173	0.5518	0.5173	0.7192
No log	0.775	62	0.5993	0.5906	0.5993	0.7742
No log	0.8	64	0.5544	0.6137	0.5544	0.7446
No log	0.825	66	0.4958	0.5288	0.4958	0.7042
No log	0.85	68	0.5058	0.5050	0.5058	0.7112
No log	0.875	70	0.6755	0.6032	0.6755	0.8219
No log	0.9	72	0.7280	0.5506	0.7280	0.8532
No log	0.925	74	0.5782	0.5497	0.5782	0.7604
No log	0.95	76	0.5499	0.4867	0.5499	0.7416
No log	0.975	78	0.5502	0.4614	0.5502	0.7417
No log	1.0	80	0.5761	0.5349	0.5761	0.7590
No log	1.025	82	0.6314	0.4827	0.6314	0.7946
No log	1.05	84	0.8436	0.4604	0.8436	0.9185
No log	1.075	86	0.9721	0.4432	0.9721	0.9859
No log	1.1	88	0.9311	0.5348	0.9311	0.9649
No log	1.125	90	0.7564	0.5190	0.7564	0.8697
No log	1.15	92	0.6461	0.3986	0.6461	0.8038
No log	1.175	94	0.6396	0.4698	0.6396	0.7998
No log	1.2	96	0.6172	0.5059	0.6172	0.7856
No log	1.225	98	0.5629	0.5468	0.5629	0.7503
No log	1.25	100	0.6403	0.4587	0.6403	0.8002
No log	1.275	102	0.8464	0.4542	0.8464	0.9200
No log	1.3	104	0.7556	0.4287	0.7556	0.8692
No log	1.325	106	0.5350	0.5801	0.5350	0.7314
No log	1.35	108	0.5232	0.5135	0.5232	0.7233
No log	1.375	110	0.5371	0.5336	0.5371	0.7329
No log	1.4	112	0.5686	0.5594	0.5686	0.7540
No log	1.425	114	0.6736	0.5645	0.6736	0.8207
No log	1.45	116	0.7718	0.4914	0.7718	0.8785
No log	1.475	118	0.6014	0.6051	0.6014	0.7755
No log	1.5	120	0.5571	0.4678	0.5571	0.7464
No log	1.525	122	0.5642	0.5003	0.5642	0.7511
No log	1.55	124	0.7210	0.4153	0.7211	0.8491
No log	1.575	126	0.7951	0.4382	0.7951	0.8917
No log	1.6	128	0.6526	0.5117	0.6526	0.8079
No log	1.625	130	0.6333	0.4697	0.6333	0.7958
No log	1.65	132	0.8100	0.5199	0.8100	0.9000
No log	1.675	134	0.8252	0.4779	0.8252	0.9084
No log	1.7	136	0.5896	0.5308	0.5896	0.7679
No log	1.725	138	0.5375	0.4701	0.5375	0.7331
No log	1.75	140	0.5676	0.5568	0.5676	0.7534
No log	1.775	142	0.8168	0.4608	0.8168	0.9038
No log	1.8	144	0.7338	0.5059	0.7338	0.8566
No log	1.825	146	0.5779	0.6427	0.5779	0.7602
No log	1.85	148	0.5344	0.5937	0.5344	0.7310
No log	1.875	150	0.5469	0.5912	0.5469	0.7396
No log	1.9	152	0.5420	0.4964	0.5420	0.7362
No log	1.925	154	0.5184	0.4929	0.5184	0.7200
No log	1.95	156	0.5600	0.4855	0.5600	0.7483
No log	1.975	158	0.6090	0.4745	0.6090	0.7804
No log	2.0	160	0.6401	0.4531	0.6401	0.8000
No log	2.025	162	0.5388	0.5687	0.5388	0.7340
No log	2.05	164	0.5414	0.5687	0.5414	0.7358
No log	2.075	166	0.7262	0.4333	0.7262	0.8522
No log	2.1	168	1.0057	0.3617	1.0057	1.0028
No log	2.125	170	0.8705	0.4489	0.8705	0.9330
No log	2.15	172	0.5655	0.5668	0.5655	0.7520
No log	2.175	174	0.5424	0.5505	0.5424	0.7365
No log	2.2	176	0.5827	0.5543	0.5827	0.7633
No log	2.225	178	0.7813	0.4315	0.7813	0.8839
No log	2.25	180	0.9442	0.3798	0.9442	0.9717
No log	2.275	182	0.8865	0.3827	0.8865	0.9415
No log	2.3	184	0.7375	0.4014	0.7375	0.8588
No log	2.325	186	0.8205	0.3560	0.8205	0.9058
No log	2.35	188	1.0682	0.3059	1.0682	1.0336
No log	2.375	190	1.1202	0.3598	1.1202	1.0584
No log	2.4	192	0.8345	0.3786	0.8345	0.9135
No log	2.425	194	0.6142	0.5254	0.6142	0.7837
No log	2.45	196	0.5836	0.5362	0.5836	0.7640
No log	2.475	198	0.6332	0.5059	0.6332	0.7957
No log	2.5	200	0.8407	0.3847	0.8407	0.9169
No log	2.525	202	0.9405	0.3411	0.9405	0.9698
No log	2.55	204	0.8329	0.4180	0.8329	0.9127
No log	2.575	206	0.7122	0.4476	0.7122	0.8439
No log	2.6	208	0.6958	0.4212	0.6958	0.8341
No log	2.625	210	0.7513	0.4315	0.7513	0.8668
No log	2.65	212	0.7598	0.4093	0.7598	0.8717
No log	2.675	214	0.7975	0.4093	0.7975	0.8930
No log	2.7	216	0.8606	0.4228	0.8606	0.9277
No log	2.725	218	1.0778	0.2813	1.0778	1.0382
No log	2.75	220	1.1357	0.2987	1.1357	1.0657
No log	2.775	222	0.9400	0.2529	0.9400	0.9695
No log	2.8	224	0.7075	0.4023	0.7075	0.8411
No log	2.825	226	0.6686	0.4764	0.6686	0.8177
No log	2.85	228	0.7529	0.3356	0.7529	0.8677
No log	2.875	230	0.8059	0.3521	0.8059	0.8977
No log	2.9	232	0.7750	0.3483	0.7750	0.8804
No log	2.925	234	0.6573	0.4864	0.6573	0.8107
No log	2.95	236	0.6648	0.4582	0.6648	0.8154
No log	2.975	238	0.7609	0.4759	0.7608	0.8723
No log	3.0	240	1.0230	0.3193	1.0230	1.0114
No log	3.025	242	1.1291	0.3430	1.1291	1.0626
No log	3.05	244	0.9360	0.3367	0.9360	0.9675
No log	3.075	246	0.7218	0.4059	0.7218	0.8496
No log	3.1	248	0.6877	0.4281	0.6877	0.8293
No log	3.125	250	0.7035	0.4408	0.7035	0.8388
No log	3.15	252	0.7967	0.3652	0.7967	0.8926
No log	3.175	254	0.8233	0.3377	0.8233	0.9073
No log	3.2	256	0.7236	0.3754	0.7236	0.8507
No log	3.225	258	0.7237	0.4002	0.7237	0.8507
No log	3.25	260	0.6774	0.4522	0.6774	0.8230
No log	3.275	262	0.6437	0.4522	0.6437	0.8023
No log	3.3	264	0.6325	0.4218	0.6325	0.7953
No log	3.325	266	0.7095	0.3134	0.7095	0.8423
No log	3.35	268	0.7452	0.2702	0.7452	0.8633
No log	3.375	270	0.7865	0.2702	0.7865	0.8868
No log	3.4	272	0.9443	0.3501	0.9443	0.9718
No log	3.425	274	1.1227	0.3406	1.1227	1.0596
No log	3.45	276	1.1256	0.3221	1.1256	1.0610
No log	3.475	278	0.8599	0.2728	0.8599	0.9273
No log	3.5	280	0.6726	0.4224	0.6726	0.8201
No log	3.525	282	0.5883	0.4396	0.5883	0.7670
No log	3.55	284	0.5883	0.4306	0.5883	0.7670
No log	3.575	286	0.7594	0.3134	0.7594	0.8714
No log	3.6	288	1.2400	0.4027	1.2400	1.1136
No log	3.625	290	1.3816	0.3478	1.3816	1.1754
No log	3.65	292	1.0835	0.4232	1.0835	1.0409
No log	3.675	294	0.7393	0.4286	0.7393	0.8598
No log	3.7	296	0.6083	0.5322	0.6083	0.7799
No log	3.725	298	0.6086	0.5322	0.6086	0.7801
No log	3.75	300	0.6849	0.4684	0.6849	0.8276
No log	3.775	302	0.8483	0.3052	0.8483	0.9211
No log	3.8	304	0.7600	0.3521	0.7600	0.8718
No log	3.825	306	0.6101	0.4430	0.6101	0.7811
No log	3.85	308	0.5616	0.5250	0.5616	0.7494
No log	3.875	310	0.5763	0.5428	0.5763	0.7592
No log	3.9	312	0.6973	0.4334	0.6973	0.8351
No log	3.925	314	0.7421	0.4334	0.7421	0.8615
No log	3.95	316	0.7550	0.4315	0.7550	0.8689
No log	3.975	318	0.6791	0.4002	0.6791	0.8241
No log	4.0	320	0.5926	0.4997	0.5926	0.7698
No log	4.025	322	0.5758	0.4769	0.5758	0.7588
No log	4.05	324	0.5606	0.4639	0.5606	0.7487
No log	4.075	326	0.6061	0.4769	0.6061	0.7785
No log	4.1	328	0.8298	0.3312	0.8298	0.9109
No log	4.125	330	0.9548	0.3418	0.9548	0.9772
No log	4.15	332	0.8239	0.3128	0.8239	0.9077
No log	4.175	334	0.7181	0.4002	0.7181	0.8474
No log	4.2	336	0.6609	0.4444	0.6609	0.8130
No log	4.225	338	0.6849	0.4606	0.6849	0.8276
No log	4.25	340	0.6677	0.4836	0.6677	0.8171
No log	4.275	342	0.6896	0.4243	0.6896	0.8304
No log	4.3	344	0.7345	0.4243	0.7345	0.8570
No log	4.325	346	0.8241	0.3582	0.8241	0.9078
No log	4.35	348	0.8288	0.3582	0.8288	0.9104
No log	4.375	350	1.0144	0.3203	1.0144	1.0072
No log	4.4	352	1.0478	0.3106	1.0478	1.0236
No log	4.425	354	0.8708	0.3052	0.8708	0.9332
No log	4.45	356	0.7388	0.3822	0.7388	0.8595
No log	4.475	358	0.6222	0.5420	0.6222	0.7888
No log	4.5	360	0.6181	0.5308	0.6181	0.7862
No log	4.525	362	0.6854	0.5059	0.6854	0.8279
No log	4.55	364	0.8352	0.3790	0.8352	0.9139
No log	4.575	366	0.8194	0.3346	0.8194	0.9052
No log	4.6	368	0.6438	0.4664	0.6438	0.8024
No log	4.625	370	0.6183	0.4576	0.6183	0.7863
No log	4.65	372	0.6318	0.4307	0.6318	0.7948
No log	4.675	374	0.7736	0.3134	0.7736	0.8796
No log	4.7	376	0.8218	0.3310	0.8218	0.9065
No log	4.725	378	0.7335	0.3869	0.7335	0.8564
No log	4.75	380	0.7534	0.3746	0.7534	0.8680
No log	4.775	382	0.8820	0.3137	0.8820	0.9391
No log	4.8	384	0.9628	0.2910	0.9628	0.9812
No log	4.825	386	0.8547	0.3193	0.8547	0.9245
No log	4.85	388	0.7196	0.3955	0.7196	0.8483
No log	4.875	390	0.6593	0.4719	0.6593	0.8120
No log	4.9	392	0.7419	0.4057	0.7419	0.8614
No log	4.925	394	0.7575	0.3659	0.7575	0.8704
No log	4.95	396	0.6606	0.4423	0.6606	0.8128
No log	4.975	398	0.5671	0.5801	0.5671	0.7531
No log	5.0	400	0.5460	0.5801	0.5460	0.7389
No log	5.025	402	0.5945	0.5157	0.5945	0.7710
No log	5.05	404	0.6708	0.3754	0.6708	0.8190
No log	5.075	406	0.7183	0.3433	0.7183	0.8475
No log	5.1	408	0.6424	0.3822	0.6424	0.8015
No log	5.125	410	0.6108	0.5157	0.6108	0.7816
No log	5.15	412	0.6178	0.5211	0.6178	0.7860
No log	5.175	414	0.6443	0.5261	0.6443	0.8027
No log	5.2	416	0.5818	0.5970	0.5818	0.7628
No log	5.225	418	0.5729	0.6160	0.5729	0.7569
No log	5.25	420	0.5811	0.5741	0.5811	0.7623
No log	5.275	422	0.6963	0.4933	0.6963	0.8344
No log	5.3	424	0.8931	0.3655	0.8931	0.9451
No log	5.325	426	0.8934	0.3556	0.8934	0.9452
No log	5.35	428	0.7108	0.4014	0.7108	0.8431
No log	5.375	430	0.6094	0.4703	0.6094	0.7806
No log	5.4	432	0.6119	0.4764	0.6119	0.7822
No log	5.425	434	0.7002	0.3940	0.7002	0.8368
No log	5.45	436	0.8764	0.3505	0.8764	0.9362
No log	5.475	438	0.8997	0.2687	0.8997	0.9485
No log	5.5	440	0.7458	0.3940	0.7458	0.8636
No log	5.525	442	0.6671	0.4014	0.6671	0.8167
No log	5.55	444	0.6614	0.4014	0.6614	0.8133
No log	5.575	446	0.7271	0.4014	0.7271	0.8527
No log	5.6	448	0.8328	0.3411	0.8328	0.9126
No log	5.625	450	0.7118	0.3754	0.7118	0.8437
No log	5.65	452	0.6644	0.4014	0.6644	0.8151
No log	5.675	454	0.5859	0.4835	0.5859	0.7654
No log	5.7	456	0.5717	0.4684	0.5717	0.7561
No log	5.725	458	0.6058	0.4576	0.6058	0.7784
No log	5.75	460	0.7051	0.3940	0.7051	0.8397
No log	5.775	462	0.7467	0.3868	0.7467	0.8641
No log	5.8	464	0.6714	0.3940	0.6714	0.8194
No log	5.825	466	0.6183	0.4014	0.6183	0.7863
No log	5.85	468	0.6566	0.3940	0.6566	0.8103
No log	5.875	470	0.6439	0.4014	0.6439	0.8025
No log	5.9	472	0.6576	0.4014	0.6576	0.8110
No log	5.925	474	0.6566	0.4014	0.6566	0.8103
No log	5.95	476	0.6824	0.4014	0.6824	0.8261
No log	5.975	478	0.6562	0.4014	0.6562	0.8101
No log	6.0	480	0.6249	0.4036	0.6249	0.7905
No log	6.025	482	0.6117	0.4684	0.6117	0.7821
No log	6.05	484	0.7081	0.4072	0.7081	0.8415
No log	6.075	486	1.0140	0.3850	1.0140	1.0070
No log	6.1	488	1.2167	0.3308	1.2167	1.1030
No log	6.125	490	1.0869	0.3571	1.0869	1.0425
No log	6.15	492	0.7460	0.3710	0.7460	0.8637
No log	6.175	494	0.6296	0.4294	0.6296	0.7935
No log	6.2	496	0.6543	0.3963	0.6543	0.8089
No log	6.225	498	0.8703	0.2706	0.8703	0.9329
0.3082	6.25	500	1.1813	0.3712	1.1813	1.0869
0.3082	6.275	502	1.1767	0.3278	1.1767	1.0847
0.3082	6.3	504	0.9304	0.2898	0.9304	0.9646
0.3082	6.325	506	0.7002	0.3630	0.7002	0.8368
0.3082	6.35	508	0.6328	0.4167	0.6328	0.7955
0.3082	6.375	510	0.6308	0.4014	0.6308	0.7943
0.3082	6.4	512	0.7135	0.3456	0.7135	0.8447
0.3082	6.425	514	0.9464	0.2987	0.9464	0.9728
0.3082	6.45	516	1.1577	0.3804	1.1577	1.0760
0.3082	6.475	518	1.1399	0.3721	1.1399	1.0677
0.3082	6.5	520	0.9187	0.3106	0.9187	0.9585
0.3082	6.525	522	0.7430	0.3461	0.7430	0.8620
0.3082	6.55	524	0.6414	0.4556	0.6414	0.8009
0.3082	6.575	526	0.5846	0.4920	0.5846	0.7646
0.3082	6.6	528	0.5924	0.4920	0.5924	0.7697
0.3082	6.625	530	0.6049	0.4243	0.6049	0.7777
0.3082	6.65	532	0.5711	0.4749	0.5711	0.7557
0.3082	6.675	534	0.5453	0.5252	0.5453	0.7384
0.3082	6.7	536	0.5690	0.4919	0.5690	0.7543
0.3082	6.725	538	0.6616	0.4491	0.6616	0.8134
0.3082	6.75	540	0.7273	0.3562	0.7273	0.8528
0.3082	6.775	542	0.6870	0.4014	0.6870	0.8288
0.3082	6.8	544	0.5999	0.4491	0.5999	0.7745
0.3082	6.825	546	0.5289	0.5448	0.5289	0.7273
0.3082	6.85	548	0.5000	0.6417	0.5000	0.7071
0.3082	6.875	550	0.5067	0.6611	0.5067	0.7119
0.3082	6.9	552	0.6390	0.4628	0.6390	0.7993
0.3082	6.925	554	0.7834	0.4413	0.7834	0.8851
0.3082	6.95	556	0.8150	0.3716	0.8150	0.9028
0.3082	6.975	558	0.7893	0.3559	0.7893	0.8884
0.3082	7.0	560	0.8115	0.3347	0.8115	0.9008
0.3082	7.025	562	0.7341	0.3294	0.7341	0.8568
0.3082	7.05	564	0.7065	0.3675	0.7065	0.8406
0.3082	7.075	566	0.6558	0.4350	0.6558	0.8098
0.3082	7.1	568	0.6524	0.4247	0.6524	0.8077
0.3082	7.125	570	0.7209	0.4051	0.7209	0.8491
0.3082	7.15	572	0.8131	0.3523	0.8131	0.9017
0.3082	7.175	574	0.7579	0.4199	0.7579	0.8706
0.3082	7.2	576	0.6840	0.4701	0.6840	0.8271
0.3082	7.225	578	0.6361	0.4759	0.6361	0.7976
0.3082	7.25	580	0.6303	0.4684	0.6303	0.7939
0.3082	7.275	582	0.6561	0.4444	0.6561	0.8100
0.3082	7.3	584	0.6865	0.4038	0.6865	0.8286
0.3082	7.325	586	0.6139	0.4350	0.6139	0.7835
0.3082	7.35	588	0.5265	0.5551	0.5265	0.7256
0.3082	7.375	590	0.5155	0.6186	0.5155	0.7180
0.3082	7.4	592	0.5472	0.5104	0.5472	0.7398
0.3082	7.425	594	0.5850	0.4602	0.5850	0.7648
0.3082	7.45	596	0.6359	0.4350	0.6359	0.7974
0.3082	7.475	598	0.6301	0.4602	0.6301	0.7938
0.3082	7.5	600	0.6070	0.4602	0.6070	0.7791
0.3082	7.525	602	0.5571	0.5016	0.5571	0.7464
0.3082	7.55	604	0.5382	0.5104	0.5382	0.7336
0.3082	7.575	606	0.5945	0.4522	0.5945	0.7711
0.3082	7.6	608	0.6521	0.4315	0.6521	0.8075
0.3082	7.625	610	0.6470	0.4315	0.6470	0.8044
0.3082	7.65	612	0.6009	0.4522	0.6009	0.7752
0.3082	7.675	614	0.6408	0.4606	0.6408	0.8005
0.3082	7.7	616	0.7109	0.4133	0.7109	0.8431
0.3082	7.725	618	0.6758	0.4123	0.6758	0.8221
0.3082	7.75	620	0.6167	0.4522	0.6167	0.7853
0.3082	7.775	622	0.6022	0.4522	0.6022	0.7760
0.3082	7.8	624	0.5966	0.4522	0.5966	0.7724
0.3082	7.825	626	0.5871	0.4522	0.5871	0.7662
0.3082	7.85	628	0.6056	0.4522	0.6056	0.7782
0.3082	7.875	630	0.6244	0.4522	0.6244	0.7902
0.3082	7.9	632	0.7317	0.3940	0.7317	0.8554
0.3082	7.925	634	0.7733	0.3371	0.7733	0.8794
0.3082	7.95	636	0.7295	0.3562	0.7295	0.8541
0.3082	7.975	638	0.7224	0.3562	0.7224	0.8499
0.3082	8.0	640	0.6501	0.4444	0.6501	0.8063
0.3082	8.025	642	0.6068	0.4350	0.6068	0.7790
0.3082	8.05	644	0.6438	0.4072	0.6438	0.8024
0.3082	8.075	646	0.7230	0.3160	0.7230	0.8503
0.3082	8.1	648	0.7513	0.3105	0.7513	0.8668
0.3082	8.125	650	0.7201	0.2866	0.7201	0.8486
0.3082	8.15	652	0.6021	0.4824	0.6021	0.7760
0.3082	8.175	654	0.5222	0.6021	0.5222	0.7226
0.3082	8.2	656	0.5145	0.6311	0.5145	0.7173
0.3082	8.225	658	0.5219	0.6171	0.5219	0.7224
0.3082	8.25	660	0.6205	0.4247	0.6205	0.7877
0.3082	8.275	662	0.8523	0.2354	0.8522	0.9232
0.3082	8.3	664	0.8939	0.2840	0.8939	0.9454
0.3082	8.325	666	0.7740	0.2799	0.7740	0.8798
0.3082	8.35	668	0.7059	0.3461	0.7059	0.8402
0.3082	8.375	670	0.6121	0.4997	0.6121	0.7823
0.3082	8.4	672	0.5941	0.4925	0.5941	0.7708
0.3082	8.425	674	0.6584	0.3934	0.6584	0.8114
0.3082	8.45	676	0.8397	0.3418	0.8397	0.9164
0.3082	8.475	678	0.9740	0.3283	0.9740	0.9869
0.3082	8.5	680	0.9291	0.2987	0.9291	0.9639
0.3082	8.525	682	0.7865	0.2192	0.7865	0.8869
0.3082	8.55	684	0.6198	0.4430	0.6198	0.7873
0.3082	8.575	686	0.5727	0.5485	0.5727	0.7568
0.3082	8.6	688	0.5634	0.5485	0.5634	0.7506
0.3082	8.625	690	0.6151	0.5357	0.6151	0.7843
0.3082	8.65	692	0.6816	0.5091	0.6816	0.8256
0.3082	8.675	694	0.7831	0.4622	0.7831	0.8849
0.3082	8.7	696	0.7622	0.4745	0.7622	0.8731
0.3082	8.725	698	0.7259	0.4683	0.7259	0.8520
0.3082	8.75	700	0.6210	0.5426	0.6210	0.7880
0.3082	8.775	702	0.5572	0.5601	0.5572	0.7464
0.3082	8.8	704	0.5552	0.5577	0.5552	0.7451
0.3082	8.825	706	0.5929	0.5149	0.5929	0.7700
0.3082	8.85	708	0.6697	0.4315	0.6697	0.8183
0.3082	8.875	710	0.7624	0.3988	0.7624	0.8732
0.3082	8.9	712	0.7672	0.3669	0.7672	0.8759
0.3082	8.925	714	0.7272	0.4450	0.7272	0.8528
0.3082	8.95	716	0.6437	0.4089	0.6437	0.8023
0.3082	8.975	718	0.5891	0.4569	0.5891	0.7675
0.3082	9.0	720	0.5849	0.4663	0.5849	0.7648
0.3082	9.025	722	0.6408	0.4197	0.6408	0.8005
0.3082	9.05	724	0.7644	0.4039	0.7644	0.8743
0.3082	9.075	726	0.7492	0.4039	0.7492	0.8656
0.3082	9.1	728	0.6796	0.4153	0.6796	0.8244
0.3082	9.125	730	0.5681	0.5111	0.5681	0.7538
0.3082	9.15	732	0.5446	0.5467	0.5446	0.7379
0.3082	9.175	734	0.5801	0.5349	0.5801	0.7616
0.3082	9.2	736	0.5982	0.5219	0.5982	0.7734
0.3082	9.225	738	0.6255	0.4610	0.6255	0.7909
0.3082	9.25	740	0.6465	0.4539	0.6465	0.8040
0.3082	9.275	742	0.5787	0.5787	0.5787	0.7607
0.3082	9.3	744	0.5554	0.4997	0.5554	0.7452
0.3082	9.325	746	0.5521	0.4845	0.5521	0.7430
0.3082	9.35	748	0.5610	0.4569	0.5610	0.7490
0.3082	9.375	750	0.5544	0.4306	0.5544	0.7446
0.3082	9.4	752	0.5564	0.4306	0.5564	0.7459
0.3082	9.425	754	0.5791	0.4905	0.5791	0.7610
0.3082	9.45	756	0.6064	0.4502	0.6064	0.7787
0.3082	9.475	758	0.6620	0.4018	0.6620	0.8136
0.3082	9.5	760	0.6752	0.4159	0.6752	0.8217
0.3082	9.525	762	0.6486	0.4610	0.6486	0.8054
0.3082	9.55	764	0.5723	0.5140	0.5723	0.7565
0.3082	9.575	766	0.5412	0.5655	0.5412	0.7356
0.3082	9.6	768	0.5702	0.5016	0.5702	0.7551
0.3082	9.625	770	0.6432	0.4072	0.6432	0.8020
0.3082	9.65	772	0.7398	0.3403	0.7398	0.8601
0.3082	9.675	774	0.7762	0.4365	0.7762	0.8810
0.3082	9.7	776	0.7262	0.3929	0.7262	0.8522
0.3082	9.725	778	0.6151	0.4916	0.6151	0.7843
0.3082	9.75	780	0.5882	0.4684	0.5882	0.7670
0.3082	9.775	782	0.6562	0.3425	0.6562	0.8100
0.3082	9.8	784	0.7461	0.3538	0.7461	0.8637
0.3082	9.825	786	0.7307	0.3294	0.7307	0.8548
0.3082	9.85	788	0.7464	0.3294	0.7464	0.8639
0.3082	9.875	790	0.7829	0.3347	0.7829	0.8848

Framework versions

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