ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k18_task3_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: 0.4216
• Qwk: 0.5556
• Mse: 0.4216
• Rmse: 0.6493

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	0.0238	2	3.1941	-0.0138	3.1941	1.7872
No log	0.0476	4	1.5853	-0.0070	1.5853	1.2591
No log	0.0714	6	0.8848	0.1077	0.8848	0.9406
No log	0.0952	8	0.9475	0.0717	0.9475	0.9734
No log	0.1190	10	1.0029	0.0244	1.0029	1.0014
No log	0.1429	12	0.8328	0.1111	0.8328	0.9126
No log	0.1667	14	0.7111	0.0617	0.7111	0.8433
No log	0.1905	16	0.9068	0.1579	0.9068	0.9522
No log	0.2143	18	0.7104	-0.0818	0.7104	0.8428
No log	0.2381	20	0.6038	-0.0233	0.6038	0.7770
No log	0.2619	22	0.6721	-0.0769	0.6721	0.8198
No log	0.2857	24	0.8030	0.1238	0.8030	0.8961
No log	0.3095	26	0.6771	0.1345	0.6771	0.8228
No log	0.3333	28	0.5727	0.0	0.5727	0.7568
No log	0.3571	30	0.5868	0.0	0.5868	0.7661
No log	0.3810	32	0.5492	0.0388	0.5492	0.7411
No log	0.4048	34	0.7682	0.1493	0.7682	0.8765
No log	0.4286	36	1.0989	0.1145	1.0989	1.0483
No log	0.4524	38	0.8075	0.1579	0.8075	0.8986
No log	0.4762	40	0.6253	0.0400	0.6253	0.7908
No log	0.5	42	0.5769	0.0	0.5769	0.7595
No log	0.5238	44	0.5604	0.0	0.5604	0.7486
No log	0.5476	46	0.5896	0.0638	0.5896	0.7679
No log	0.5714	48	0.6609	0.1828	0.6609	0.8129
No log	0.5952	50	0.6864	0.1746	0.6864	0.8285
No log	0.6190	52	0.6987	0.1264	0.6987	0.8359
No log	0.6429	54	0.6467	-0.0233	0.6467	0.8042
No log	0.6667	56	0.7141	0.0805	0.7141	0.8450
No log	0.6905	58	0.8068	0.0531	0.8068	0.8982
No log	0.7143	60	0.8350	0.0566	0.8350	0.9138
No log	0.7381	62	0.8431	0.1005	0.8431	0.9182
No log	0.7619	64	0.7430	-0.0178	0.7430	0.8620
No log	0.7857	66	0.7412	0.1529	0.7412	0.8609
No log	0.8095	68	0.8514	0.1481	0.8514	0.9227
No log	0.8333	70	0.6633	0.1515	0.6633	0.8145
No log	0.8571	72	0.7496	0.0769	0.7496	0.8658
No log	0.8810	74	0.7093	0.0928	0.7093	0.8422
No log	0.9048	76	0.6971	0.2444	0.6971	0.8349
No log	0.9286	78	0.7462	0.1489	0.7462	0.8638
No log	0.9524	80	0.9087	0.1628	0.9087	0.9533
No log	0.9762	82	1.1542	0.0625	1.1542	1.0744
No log	1.0	84	0.8915	0.0901	0.8915	0.9442
No log	1.0238	86	0.8558	0.2000	0.8558	0.9251
No log	1.0476	88	1.0460	0.1165	1.0460	1.0227
No log	1.0714	90	0.8225	0.1718	0.8225	0.9069
No log	1.0952	92	0.6642	0.2000	0.6642	0.8150
No log	1.1190	94	0.8907	0.1934	0.8907	0.9438
No log	1.1429	96	0.7750	0.2275	0.7750	0.8804
No log	1.1667	98	0.6349	0.2749	0.6349	0.7968
No log	1.1905	100	0.6508	0.2832	0.6508	0.8067
No log	1.2143	102	0.5395	0.3216	0.5395	0.7345
No log	1.2381	104	0.5877	0.28	0.5877	0.7666
No log	1.2619	106	0.5480	0.3118	0.5480	0.7403
No log	1.2857	108	0.8983	0.2253	0.8983	0.9478
No log	1.3095	110	1.2228	0.0476	1.2228	1.1058
No log	1.3333	112	0.8150	0.2961	0.8150	0.9028
No log	1.3571	114	0.5423	0.3333	0.5423	0.7364
No log	1.3810	116	0.5412	0.2670	0.5412	0.7356
No log	1.4048	118	0.9250	0.2243	0.9250	0.9617
No log	1.4286	120	1.4710	-0.0627	1.4710	1.2128
No log	1.4524	122	1.2905	0.0476	1.2905	1.1360
No log	1.4762	124	0.5702	0.3258	0.5702	0.7551
No log	1.5	126	0.6067	0.2830	0.6067	0.7789
No log	1.5238	128	0.5734	0.2265	0.5734	0.7572
No log	1.5476	130	0.7742	0.2222	0.7742	0.8799
No log	1.5714	132	0.6924	0.2893	0.6924	0.8321
No log	1.5952	134	0.6194	0.2637	0.6194	0.7870
No log	1.6190	136	0.6965	0.2563	0.6965	0.8346
No log	1.6429	138	0.6722	0.1658	0.6722	0.8199
No log	1.6667	140	0.6357	0.1364	0.6357	0.7973
No log	1.6905	142	0.6341	0.0732	0.6341	0.7963
No log	1.7143	144	0.6147	0.1515	0.6147	0.7840
No log	1.7381	146	0.6280	0.2471	0.6280	0.7925
No log	1.7619	148	0.6159	0.2967	0.6159	0.7848
No log	1.7857	150	0.6188	0.2370	0.6188	0.7866
No log	1.8095	152	0.6623	0.2575	0.6623	0.8138
No log	1.8333	154	0.7013	0.2513	0.7013	0.8375
No log	1.8571	156	0.8106	0.2245	0.8106	0.9004
No log	1.8810	158	0.6758	0.3333	0.6758	0.8221
No log	1.9048	160	0.6365	0.2350	0.6365	0.7978
No log	1.9286	162	0.7596	0.2161	0.7596	0.8715
No log	1.9524	164	1.2760	0.0440	1.2760	1.1296
No log	1.9762	166	1.1518	0.0671	1.1518	1.0732
No log	2.0	168	0.6187	0.2670	0.6187	0.7866
No log	2.0238	170	0.5963	0.4709	0.5963	0.7722
No log	2.0476	172	0.5788	0.3182	0.5788	0.7608
No log	2.0714	174	1.0325	0.1944	1.0325	1.0161
No log	2.0952	176	1.1513	0.1738	1.1513	1.0730
No log	2.1190	178	0.7449	0.2579	0.7449	0.8631
No log	2.1429	180	0.6696	0.2593	0.6696	0.8183
No log	2.1667	182	1.0525	0.1181	1.0525	1.0259
No log	2.1905	184	0.7923	0.1652	0.7923	0.8901
No log	2.2143	186	0.4858	0.35	0.4858	0.6970
No log	2.2381	188	0.9521	0.2000	0.9521	0.9758
No log	2.2619	190	1.0165	0.1742	1.0165	1.0082
No log	2.2857	192	0.6595	0.3103	0.6595	0.8121
No log	2.3095	194	0.4798	0.4146	0.4798	0.6927
No log	2.3333	196	0.5488	0.3706	0.5488	0.7408
No log	2.3571	198	0.4755	0.4146	0.4755	0.6895
No log	2.3810	200	0.6036	0.3508	0.6036	0.7769
No log	2.4048	202	0.8428	0.1882	0.8428	0.9181
No log	2.4286	204	0.7681	0.2203	0.7681	0.8764
No log	2.4524	206	0.5274	0.4556	0.5274	0.7263
No log	2.4762	208	0.5064	0.5349	0.5064	0.7116
No log	2.5	210	0.5007	0.5349	0.5007	0.7076
No log	2.5238	212	0.5206	0.4140	0.5206	0.7215
No log	2.5476	214	0.5591	0.2644	0.5591	0.7477
No log	2.5714	216	0.6268	0.2707	0.6268	0.7917
No log	2.5952	218	0.5907	0.2749	0.5907	0.7685
No log	2.6190	220	0.5009	0.4500	0.5009	0.7077
No log	2.6429	222	0.5030	0.5503	0.5030	0.7092
No log	2.6667	224	0.5166	0.4909	0.5166	0.7187
No log	2.6905	226	0.6929	0.2919	0.6929	0.8324
No log	2.7143	228	0.8762	0.1621	0.8762	0.9361
No log	2.7381	230	0.6836	0.2549	0.6836	0.8268
No log	2.7619	232	0.5359	0.5714	0.5359	0.7320
No log	2.7857	234	0.5311	0.6023	0.5311	0.7288
No log	2.8095	236	0.5491	0.3488	0.5491	0.7410
No log	2.8333	238	0.5357	0.4824	0.5357	0.7319
No log	2.8571	240	0.5397	0.5607	0.5397	0.7347
No log	2.8810	242	0.5786	0.3797	0.5786	0.7607
No log	2.9048	244	0.7812	0.2523	0.7812	0.8839
No log	2.9286	246	0.6736	0.2549	0.6736	0.8207
No log	2.9524	248	0.6260	0.3231	0.6260	0.7912
No log	2.9762	250	0.6276	0.3585	0.6276	0.7922
No log	3.0	252	0.6806	0.2780	0.6806	0.8250
No log	3.0238	254	0.7288	0.2811	0.7288	0.8537
No log	3.0476	256	0.8003	0.2423	0.8003	0.8946
No log	3.0714	258	0.6626	0.3237	0.6626	0.8140
No log	3.0952	260	0.5500	0.3446	0.5500	0.7416
No log	3.1190	262	0.5279	0.3054	0.5279	0.7266
No log	3.1429	264	0.5351	0.3000	0.5351	0.7315
No log	3.1667	266	0.4987	0.2611	0.4987	0.7062
No log	3.1905	268	0.5491	0.3253	0.5491	0.7410
No log	3.2143	270	0.7975	0.2364	0.7975	0.8930
No log	3.2381	272	0.7954	0.2646	0.7954	0.8918
No log	3.2619	274	0.5698	0.4413	0.5698	0.7548
No log	3.2857	276	0.5046	0.4743	0.5046	0.7104
No log	3.3095	278	0.5349	0.4286	0.5349	0.7314
No log	3.3333	280	0.4918	0.4943	0.4918	0.7013
No log	3.3571	282	0.5760	0.375	0.5760	0.7589
No log	3.3810	284	0.8053	0.2812	0.8053	0.8974
No log	3.4048	286	0.8201	0.2885	0.8201	0.9056
No log	3.4286	288	0.6632	0.4175	0.6632	0.8143
No log	3.4524	290	0.4807	0.4884	0.4807	0.6934
No log	3.4762	292	0.5545	0.3548	0.5545	0.7446
No log	3.5	294	0.5537	0.3301	0.5537	0.7441
No log	3.5238	296	0.4817	0.4743	0.4817	0.6941
No log	3.5476	298	0.5419	0.3297	0.5419	0.7361
No log	3.5714	300	0.6172	0.3016	0.6172	0.7856
No log	3.5952	302	0.5217	0.4220	0.5217	0.7223
No log	3.6190	304	0.5215	0.2941	0.5215	0.7222
No log	3.6429	306	0.5175	0.3659	0.5175	0.7194
No log	3.6667	308	0.6761	0.3061	0.6761	0.8223
No log	3.6905	310	0.8571	0.2253	0.8571	0.9258
No log	3.7143	312	0.6687	0.3035	0.6687	0.8178
No log	3.7381	314	0.4889	0.4973	0.4889	0.6992
No log	3.7619	316	0.5638	0.2917	0.5638	0.7509
No log	3.7857	318	0.5206	0.3333	0.5206	0.7215
No log	3.8095	320	0.4684	0.4217	0.4684	0.6844
No log	3.8333	322	0.5166	0.3292	0.5166	0.7187
No log	3.8571	324	0.4902	0.3333	0.4902	0.7001
No log	3.8810	326	0.4622	0.3000	0.4622	0.6799
No log	3.9048	328	0.4831	0.3711	0.4831	0.6951
No log	3.9286	330	0.5205	0.3609	0.5205	0.7214
No log	3.9524	332	0.5912	0.3862	0.5912	0.7689
No log	3.9762	334	0.5055	0.4225	0.5055	0.7110
No log	4.0	336	0.4617	0.5410	0.4617	0.6795
No log	4.0238	338	0.5371	0.4605	0.5371	0.7328
No log	4.0476	340	0.5315	0.5044	0.5315	0.7290
No log	4.0714	342	0.4467	0.5402	0.4467	0.6683
No log	4.0952	344	0.5004	0.4526	0.5004	0.7074
No log	4.1190	346	0.6269	0.3333	0.6269	0.7918
No log	4.1429	348	0.5974	0.3769	0.5974	0.7729
No log	4.1667	350	0.4689	0.5238	0.4689	0.6848
No log	4.1905	352	0.4554	0.5556	0.4554	0.6748
No log	4.2143	354	0.4650	0.6158	0.4650	0.6819
No log	4.2381	356	0.5039	0.4286	0.5039	0.7098
No log	4.2619	358	0.5450	0.3563	0.5450	0.7382
No log	4.2857	360	0.5236	0.3829	0.5236	0.7236
No log	4.3095	362	0.5102	0.4286	0.5102	0.7143
No log	4.3333	364	0.4856	0.5030	0.4856	0.6968
No log	4.3571	366	0.4827	0.5814	0.4827	0.6948
No log	4.3810	368	0.5056	0.4220	0.5056	0.7110
No log	4.4048	370	0.5387	0.3520	0.5387	0.7340
No log	4.4286	372	0.5189	0.4350	0.5189	0.7203
No log	4.4524	374	0.4631	0.5862	0.4631	0.6805
No log	4.4762	376	0.4587	0.5862	0.4587	0.6773
No log	4.5	378	0.5195	0.4350	0.5195	0.7208
No log	4.5238	380	0.6001	0.3118	0.6001	0.7746
No log	4.5476	382	0.6109	0.3035	0.6109	0.7816
No log	4.5714	384	0.5481	0.3149	0.5481	0.7403
No log	4.5952	386	0.4558	0.5754	0.4558	0.6752
No log	4.6190	388	0.4393	0.5862	0.4393	0.6628
No log	4.6429	390	0.4415	0.5862	0.4415	0.6645
No log	4.6667	392	0.4849	0.5111	0.4849	0.6963
No log	4.6905	394	0.5166	0.4725	0.5166	0.7188
No log	4.7143	396	0.6942	0.3744	0.6942	0.8332
No log	4.7381	398	0.7101	0.3274	0.7101	0.8427
No log	4.7619	400	0.5405	0.5282	0.5405	0.7352
No log	4.7857	402	0.4621	0.5402	0.4621	0.6798
No log	4.8095	404	0.4581	0.5402	0.4581	0.6769
No log	4.8333	406	0.4847	0.4909	0.4847	0.6962
No log	4.8571	408	0.4917	0.4909	0.4917	0.7012
No log	4.8810	410	0.5393	0.4023	0.5393	0.7344
No log	4.9048	412	0.6483	0.3089	0.6483	0.8052
No log	4.9286	414	0.6537	0.3035	0.6537	0.8085
No log	4.9524	416	0.5414	0.3797	0.5414	0.7358
No log	4.9762	418	0.4670	0.4607	0.4670	0.6834
No log	5.0	420	0.5412	0.3267	0.5412	0.7357
No log	5.0238	422	0.5037	0.3769	0.5037	0.7098
No log	5.0476	424	0.4688	0.5088	0.4688	0.6847
No log	5.0714	426	0.7858	0.2450	0.7858	0.8865
No log	5.0952	428	1.0843	0.2162	1.0843	1.0413
No log	5.1190	430	0.9718	0.2388	0.9718	0.9858
No log	5.1429	432	0.6221	0.3684	0.6221	0.7887
No log	5.1667	434	0.4715	0.4462	0.4715	0.6867
No log	5.1905	436	0.5843	0.3793	0.5843	0.7644
No log	5.2143	438	0.5976	0.4043	0.5976	0.7730
No log	5.2381	440	0.5091	0.3469	0.5091	0.7135
No log	5.2619	442	0.4528	0.5088	0.4528	0.6729
No log	5.2857	444	0.4921	0.4146	0.4921	0.7015
No log	5.3095	446	0.5025	0.4083	0.5025	0.7089
No log	5.3333	448	0.4529	0.4074	0.4529	0.6730
No log	5.3571	450	0.4390	0.5503	0.4390	0.6626
No log	5.3810	452	0.4904	0.3878	0.4904	0.7003
No log	5.4048	454	0.4981	0.3267	0.4981	0.7058
No log	5.4286	456	0.4343	0.52	0.4343	0.6591
No log	5.4524	458	0.4237	0.5145	0.4237	0.6509
No log	5.4762	460	0.5338	0.4286	0.5338	0.7306
No log	5.5	462	0.5439	0.4227	0.5439	0.7375
No log	5.5238	464	0.4542	0.4667	0.4542	0.6739
No log	5.5476	466	0.4281	0.4847	0.4281	0.6543
No log	5.5714	468	0.4385	0.4847	0.4385	0.6622
No log	5.5952	470	0.4484	0.4847	0.4484	0.6696
No log	5.6190	472	0.4467	0.4847	0.4467	0.6683
No log	5.6429	474	0.4503	0.5030	0.4503	0.6711
No log	5.6667	476	0.4594	0.5030	0.4594	0.6778
No log	5.6905	478	0.4766	0.4917	0.4766	0.6904
No log	5.7143	480	0.4633	0.5030	0.4633	0.6806
No log	5.7381	482	0.4733	0.4847	0.4733	0.6879
No log	5.7619	484	0.4799	0.3631	0.4799	0.6927
No log	5.7857	486	0.4742	0.4699	0.4742	0.6886
No log	5.8095	488	0.4744	0.4743	0.4744	0.6888
No log	5.8333	490	0.4807	0.4607	0.4807	0.6933
No log	5.8571	492	0.4754	0.4743	0.4754	0.6895
No log	5.8810	494	0.4738	0.4083	0.4738	0.6883
No log	5.9048	496	0.4766	0.4	0.4766	0.6904
No log	5.9286	498	0.4673	0.4217	0.4673	0.6836
0.3829	5.9524	500	0.4636	0.4607	0.4636	0.6809
0.3829	5.9762	502	0.4636	0.4607	0.4636	0.6809
0.3829	6.0	504	0.4577	0.4884	0.4577	0.6765
0.3829	6.0238	506	0.4701	0.5238	0.4701	0.6857
0.3829	6.0476	508	0.5349	0.4023	0.5349	0.7313
0.3829	6.0714	510	0.5913	0.3913	0.5913	0.7689
0.3829	6.0952	512	0.5465	0.3966	0.5465	0.7393
0.3829	6.1190	514	0.4691	0.4884	0.4691	0.6849
0.3829	6.1429	516	0.4484	0.4743	0.4484	0.6696
0.3829	6.1667	518	0.4585	0.4917	0.4585	0.6771
0.3829	6.1905	520	0.4636	0.4652	0.4636	0.6809
0.3829	6.2143	522	0.4399	0.4743	0.4399	0.6633
0.3829	6.2381	524	0.4537	0.4140	0.4537	0.6736
0.3829	6.2619	526	0.4661	0.3711	0.4661	0.6827
0.3829	6.2857	528	0.4687	0.3711	0.4687	0.6846
0.3829	6.3095	530	0.4790	0.4146	0.4790	0.6921
0.3829	6.3333	532	0.4921	0.4146	0.4921	0.7015
0.3829	6.3571	534	0.4658	0.4146	0.4658	0.6825
0.3829	6.3810	536	0.4281	0.6023	0.4281	0.6543
0.3829	6.4048	538	0.4297	0.5556	0.4297	0.6555
0.3829	6.4286	540	0.4316	0.5862	0.4316	0.6569
0.3829	6.4524	542	0.4511	0.5238	0.4511	0.6717
0.3829	6.4762	544	0.4525	0.6023	0.4525	0.6727
0.3829	6.5	546	0.4487	0.4709	0.4487	0.6698
0.3829	6.5238	548	0.4532	0.4872	0.4532	0.6732
0.3829	6.5476	550	0.4540	0.5556	0.4540	0.6738
0.3829	6.5714	552	0.4861	0.5801	0.4861	0.6972
0.3829	6.5952	554	0.4714	0.6364	0.4714	0.6866
0.3829	6.6190	556	0.4518	0.6023	0.4518	0.6721
0.3829	6.6429	558	0.4480	0.6023	0.4480	0.6693
0.3829	6.6667	560	0.4438	0.6023	0.4438	0.6662
0.3829	6.6905	562	0.4405	0.5862	0.4405	0.6637
0.3829	6.7143	564	0.4401	0.6023	0.4401	0.6634
0.3829	6.7381	566	0.4412	0.6023	0.4412	0.6643
0.3829	6.7619	568	0.4465	0.6023	0.4465	0.6682
0.3829	6.7857	570	0.4637	0.6364	0.4637	0.6809
0.3829	6.8095	572	0.5162	0.4162	0.5162	0.7184
0.3829	6.8333	574	0.5501	0.3478	0.5501	0.7417
0.3829	6.8571	576	0.5137	0.3898	0.5137	0.7167
0.3829	6.8810	578	0.4827	0.4743	0.4827	0.6947
0.3829	6.9048	580	0.4603	0.5607	0.4603	0.6785
0.3829	6.9286	582	0.4534	0.5607	0.4534	0.6734
0.3829	6.9524	584	0.4658	0.4491	0.4658	0.6825
0.3829	6.9762	586	0.4634	0.4491	0.4634	0.6808
0.3829	7.0	588	0.4463	0.5706	0.4463	0.6681
0.3829	7.0238	590	0.4573	0.5132	0.4573	0.6762
0.3829	7.0476	592	0.5016	0.4118	0.5016	0.7082
0.3829	7.0714	594	0.5141	0.4396	0.5141	0.7170
0.3829	7.0952	596	0.4801	0.4872	0.4801	0.6929
0.3829	7.1190	598	0.4516	0.4973	0.4516	0.6720
0.3829	7.1429	600	0.4710	0.5506	0.4710	0.6863
0.3829	7.1667	602	0.4725	0.5506	0.4725	0.6874
0.3829	7.1905	604	0.5003	0.3846	0.5003	0.7073
0.3829	7.2143	606	0.4925	0.5111	0.4925	0.7018
0.3829	7.2381	608	0.4664	0.5652	0.4664	0.6829
0.3829	7.2619	610	0.4622	0.5652	0.4622	0.6799
0.3829	7.2857	612	0.4567	0.4973	0.4567	0.6758
0.3829	7.3095	614	0.4580	0.5132	0.4580	0.6767
0.3829	7.3333	616	0.4576	0.5132	0.4576	0.6764
0.3829	7.3571	618	0.4626	0.5132	0.4626	0.6802
0.3829	7.3810	620	0.4605	0.5132	0.4605	0.6786
0.3829	7.4048	622	0.4530	0.4973	0.4530	0.6730
0.3829	7.4286	624	0.4548	0.5111	0.4548	0.6744
0.3829	7.4524	626	0.4548	0.5254	0.4548	0.6744
0.3829	7.4762	628	0.4600	0.5455	0.4600	0.6782
0.3829	7.5	630	0.4442	0.4973	0.4442	0.6665
0.3829	7.5238	632	0.4402	0.4973	0.4402	0.6635
0.3829	7.5476	634	0.4476	0.5132	0.4476	0.6690
0.3829	7.5714	636	0.4486	0.5132	0.4486	0.6697
0.3829	7.5952	638	0.4353	0.4973	0.4353	0.6598
0.3829	7.6190	640	0.4283	0.5556	0.4283	0.6545
0.3829	7.6429	642	0.4418	0.3580	0.4418	0.6647
0.3829	7.6667	644	0.4489	0.3580	0.4489	0.6700
0.3829	7.6905	646	0.4371	0.4943	0.4371	0.6611
0.3829	7.7143	648	0.4301	0.4943	0.4301	0.6558
0.3829	7.7381	650	0.4267	0.5706	0.4267	0.6532
0.3829	7.7619	652	0.4243	0.4973	0.4243	0.6514
0.3829	7.7857	654	0.4223	0.4973	0.4223	0.6499
0.3829	7.8095	656	0.4206	0.5269	0.4206	0.6485
0.3829	7.8333	658	0.4203	0.5269	0.4203	0.6483
0.3829	7.8571	660	0.4267	0.5706	0.4267	0.6532
0.3829	7.8810	662	0.4393	0.5307	0.4393	0.6628
0.3829	7.9048	664	0.4513	0.5455	0.4513	0.6718
0.3829	7.9286	666	0.4698	0.5111	0.4698	0.6854
0.3829	7.9524	668	0.4711	0.5027	0.4711	0.6864
0.3829	7.9762	670	0.4470	0.5307	0.4470	0.6686
0.3829	8.0	672	0.4392	0.6044	0.4392	0.6627
0.3829	8.0238	674	0.4382	0.6044	0.4382	0.6620
0.3829	8.0476	676	0.4319	0.5706	0.4319	0.6572
0.3829	8.0714	678	0.4281	0.5706	0.4281	0.6543
0.3829	8.0952	680	0.4263	0.5706	0.4263	0.6529
0.3829	8.1190	682	0.4248	0.5111	0.4248	0.6518
0.3829	8.1429	684	0.4246	0.5706	0.4246	0.6516
0.3829	8.1667	686	0.4286	0.5455	0.4286	0.6547
0.3829	8.1905	688	0.4278	0.5455	0.4278	0.6540
0.3829	8.2143	690	0.4271	0.5455	0.4271	0.6535
0.3829	8.2381	692	0.4258	0.5455	0.4258	0.6525
0.3829	8.2619	694	0.4315	0.5455	0.4315	0.6569
0.3829	8.2857	696	0.4501	0.4824	0.4501	0.6709
0.3829	8.3095	698	0.4732	0.4419	0.4732	0.6879
0.3829	8.3333	700	0.4692	0.4743	0.4692	0.6850
0.3829	8.3571	702	0.4580	0.4607	0.4580	0.6768
0.3829	8.3810	704	0.4483	0.5455	0.4483	0.6695
0.3829	8.4048	706	0.4416	0.6044	0.4416	0.6645
0.3829	8.4286	708	0.4359	0.5706	0.4359	0.6602
0.3829	8.4524	710	0.4332	0.4973	0.4332	0.6582
0.3829	8.4762	712	0.4379	0.5132	0.4379	0.6618
0.3829	8.5	714	0.4441	0.5	0.4441	0.6664
0.3829	8.5238	716	0.4426	0.5	0.4426	0.6653
0.3829	8.5476	718	0.4400	0.4973	0.4400	0.6634
0.3829	8.5714	720	0.4453	0.5706	0.4453	0.6673
0.3829	8.5952	722	0.4589	0.5132	0.4589	0.6775
0.3829	8.6190	724	0.4756	0.4536	0.4756	0.6896
0.3829	8.6429	726	0.4739	0.4536	0.4739	0.6884
0.3829	8.6667	728	0.4750	0.4667	0.4750	0.6892
0.3829	8.6905	730	0.4594	0.5269	0.4594	0.6778
0.3829	8.7143	732	0.4501	0.5455	0.4501	0.6709
0.3829	8.7381	734	0.4431	0.5307	0.4431	0.6657
0.3829	8.7619	736	0.4356	0.5556	0.4356	0.6600
0.3829	8.7857	738	0.4350	0.4973	0.4350	0.6595
0.3829	8.8095	740	0.4350	0.4973	0.4350	0.6595
0.3829	8.8333	742	0.4336	0.4973	0.4336	0.6585
0.3829	8.8571	744	0.4330	0.5556	0.4330	0.6581
0.3829	8.8810	746	0.4387	0.5307	0.4387	0.6624
0.3829	8.9048	748	0.4418	0.5307	0.4418	0.6647
0.3829	8.9286	750	0.4376	0.5307	0.4376	0.6615
0.3829	8.9524	752	0.4319	0.6044	0.4319	0.6572
0.3829	8.9762	754	0.4314	0.6044	0.4314	0.6568
0.3829	9.0	756	0.4351	0.5307	0.4351	0.6596
0.3829	9.0238	758	0.4442	0.5607	0.4442	0.6665
0.3829	9.0476	760	0.4602	0.5410	0.4602	0.6784
0.3829	9.0714	762	0.4779	0.4286	0.4779	0.6913
0.3829	9.0952	764	0.4862	0.4286	0.4862	0.6973
0.3829	9.1190	766	0.4754	0.4286	0.4754	0.6895
0.3829	9.1429	768	0.4554	0.5506	0.4554	0.6748
0.3829	9.1667	770	0.4361	0.5607	0.4361	0.6604
0.3829	9.1905	772	0.4241	0.5556	0.4241	0.6512
0.3829	9.2143	774	0.4202	0.5556	0.4202	0.6482
0.3829	9.2381	776	0.4193	0.4973	0.4193	0.6475
0.3829	9.2619	778	0.4197	0.5269	0.4197	0.6478
0.3829	9.2857	780	0.4194	0.4973	0.4194	0.6476
0.3829	9.3095	782	0.4190	0.5556	0.4190	0.6473
0.3829	9.3333	784	0.4195	0.5556	0.4195	0.6477
0.3829	9.3571	786	0.4211	0.5556	0.4211	0.6489
0.3829	9.3810	788	0.4238	0.5556	0.4238	0.6510
0.3829	9.4048	790	0.4252	0.5706	0.4252	0.6521
0.3829	9.4286	792	0.4266	0.5706	0.4266	0.6532
0.3829	9.4524	794	0.4255	0.5706	0.4255	0.6523
0.3829	9.4762	796	0.4248	0.5706	0.4248	0.6518
0.3829	9.5	798	0.4244	0.5706	0.4244	0.6514
0.3829	9.5238	800	0.4255	0.6044	0.4255	0.6523
0.3829	9.5476	802	0.4253	0.6044	0.4253	0.6521
0.3829	9.5714	804	0.4239	0.5706	0.4239	0.6511
0.3829	9.5952	806	0.4210	0.5556	0.4210	0.6489
0.3829	9.6190	808	0.4192	0.5556	0.4192	0.6475
0.3829	9.6429	810	0.4181	0.5556	0.4181	0.6466
0.3829	9.6667	812	0.4177	0.5269	0.4177	0.6463
0.3829	9.6905	814	0.4179	0.5269	0.4179	0.6464
0.3829	9.7143	816	0.4180	0.5269	0.4180	0.6465
0.3829	9.7381	818	0.4181	0.5556	0.4181	0.6466
0.3829	9.7619	820	0.4187	0.5556	0.4187	0.6471
0.3829	9.7857	822	0.4197	0.5556	0.4197	0.6479
0.3829	9.8095	824	0.4204	0.5556	0.4204	0.6484
0.3829	9.8333	826	0.4212	0.5556	0.4212	0.6490
0.3829	9.8571	828	0.4221	0.5556	0.4221	0.6497
0.3829	9.8810	830	0.4222	0.5556	0.4222	0.6497
0.3829	9.9048	832	0.4218	0.5556	0.4218	0.6495
0.3829	9.9286	834	0.4217	0.5556	0.4217	0.6493
0.3829	9.9524	836	0.4216	0.5556	0.4216	0.6493
0.3829	9.9762	838	0.4216	0.5556	0.4216	0.6493
0.3829	10.0	840	0.4216	0.5556	0.4216	0.6493

Framework versions

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