ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k15_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: 0.8680
• Qwk: 0.4902
• Mse: 0.8680
• Rmse: 0.9317

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	4.0221	-0.0117	4.0221	2.0055
No log	0.0476	4	1.8881	0.0358	1.8881	1.3741
No log	0.0714	6	1.5665	0.0305	1.5665	1.2516
No log	0.0952	8	1.0786	-0.0796	1.0786	1.0386
No log	0.1190	10	0.7689	0.1979	0.7689	0.8769
No log	0.1429	12	0.6990	0.2461	0.6990	0.8361
No log	0.1667	14	0.7217	0.2196	0.7217	0.8496
No log	0.1905	16	0.7389	0.2918	0.7389	0.8596
No log	0.2143	18	0.7307	0.2151	0.7307	0.8548
No log	0.2381	20	0.6794	0.2151	0.6794	0.8242
No log	0.2619	22	0.6209	0.2470	0.6209	0.7880
No log	0.2857	24	0.6004	0.3593	0.6004	0.7748
No log	0.3095	26	0.6001	0.3413	0.6001	0.7746
No log	0.3333	28	0.5858	0.3537	0.5858	0.7654
No log	0.3571	30	0.6267	0.2673	0.6267	0.7917
No log	0.3810	32	0.6615	0.2864	0.6615	0.8133
No log	0.4048	34	0.6362	0.3253	0.6362	0.7976
No log	0.4286	36	0.6897	0.3052	0.6897	0.8305
No log	0.4524	38	0.9025	0.3119	0.9025	0.9500
No log	0.4762	40	0.9431	0.2817	0.9431	0.9711
No log	0.5	42	0.8839	0.3429	0.8839	0.9402
No log	0.5238	44	0.6653	0.4074	0.6653	0.8156
No log	0.5476	46	0.6330	0.3172	0.6330	0.7956
No log	0.5714	48	0.6457	0.4035	0.6457	0.8036
No log	0.5952	50	0.7891	0.4225	0.7891	0.8883
No log	0.6190	52	0.7445	0.4069	0.7445	0.8629
No log	0.6429	54	0.6202	0.4263	0.6202	0.7876
No log	0.6667	56	0.6255	0.4181	0.6255	0.7909
No log	0.6905	58	0.8399	0.3148	0.8399	0.9165
No log	0.7143	60	0.8417	0.3395	0.8417	0.9174
No log	0.7381	62	0.6358	0.3854	0.6358	0.7974
No log	0.7619	64	0.5558	0.5396	0.5558	0.7455
No log	0.7857	66	0.5530	0.4515	0.5530	0.7437
No log	0.8095	68	0.5774	0.4976	0.5774	0.7598
No log	0.8333	70	0.8645	0.4412	0.8645	0.9298
No log	0.8571	72	1.0410	0.3714	1.0410	1.0203
No log	0.8810	74	0.9552	0.4948	0.9552	0.9773
No log	0.9048	76	0.8205	0.5235	0.8205	0.9058
No log	0.9286	78	0.7185	0.5168	0.7185	0.8477
No log	0.9524	80	0.6882	0.5280	0.6882	0.8296
No log	0.9762	82	0.6631	0.5112	0.6631	0.8143
No log	1.0	84	0.6829	0.5036	0.6829	0.8264
No log	1.0238	86	0.7126	0.5102	0.7126	0.8442
No log	1.0476	88	0.7675	0.5341	0.7675	0.8761
No log	1.0714	90	0.8115	0.5584	0.8115	0.9008
No log	1.0952	92	0.8493	0.5594	0.8493	0.9216
No log	1.1190	94	0.9006	0.5333	0.9006	0.9490
No log	1.1429	96	0.9025	0.5320	0.9025	0.9500
No log	1.1667	98	0.8106	0.5699	0.8106	0.9003
No log	1.1905	100	0.9106	0.5573	0.9106	0.9542
No log	1.2143	102	1.2860	0.4053	1.2860	1.1340
No log	1.2381	104	1.4969	0.3888	1.4969	1.2235
No log	1.2619	106	1.3516	0.4077	1.3516	1.1626
No log	1.2857	108	0.9499	0.5222	0.9499	0.9746
No log	1.3095	110	0.7407	0.5206	0.7407	0.8606
No log	1.3333	112	0.6506	0.5290	0.6506	0.8066
No log	1.3571	114	0.6167	0.4962	0.6167	0.7853
No log	1.3810	116	0.6628	0.5115	0.6628	0.8141
No log	1.4048	118	0.7449	0.4950	0.7449	0.8631
No log	1.4286	120	0.6755	0.5383	0.6755	0.8219
No log	1.4524	122	0.7989	0.4968	0.7989	0.8938
No log	1.4762	124	1.2407	0.4276	1.2407	1.1139
No log	1.5	126	1.4042	0.3461	1.4042	1.1850
No log	1.5238	128	1.2267	0.4015	1.2267	1.1076
No log	1.5476	130	0.9616	0.4926	0.9616	0.9806
No log	1.5714	132	0.7563	0.5723	0.7563	0.8696
No log	1.5952	134	0.7173	0.5689	0.7173	0.8469
No log	1.6190	136	0.6654	0.5773	0.6654	0.8157
No log	1.6429	138	0.6701	0.5206	0.6701	0.8186
No log	1.6667	140	0.6609	0.5206	0.6609	0.8129
No log	1.6905	142	0.6750	0.5134	0.6750	0.8216
No log	1.7143	144	0.7149	0.5051	0.7149	0.8455
No log	1.7381	146	0.7587	0.5304	0.7587	0.8710
No log	1.7619	148	0.7462	0.5548	0.7462	0.8638
No log	1.7857	150	0.7996	0.5753	0.7996	0.8942
No log	1.8095	152	0.9381	0.5330	0.9381	0.9686
No log	1.8333	154	1.0210	0.5047	1.0210	1.0104
No log	1.8571	156	1.0958	0.5051	1.0958	1.0468
No log	1.8810	158	1.0546	0.4956	1.0546	1.0269
No log	1.9048	160	0.9831	0.4907	0.9831	0.9915
No log	1.9286	162	0.9462	0.4703	0.9462	0.9727
No log	1.9524	164	0.8502	0.4703	0.8502	0.9220
No log	1.9762	166	0.6752	0.5659	0.6752	0.8217
No log	2.0	168	0.6429	0.5863	0.6429	0.8018
No log	2.0238	170	0.7037	0.5772	0.7037	0.8389
No log	2.0476	172	0.7471	0.5769	0.7471	0.8643
No log	2.0714	174	0.8705	0.4890	0.8705	0.9330
No log	2.0952	176	1.1118	0.4633	1.1118	1.0544
No log	2.1190	178	1.3611	0.4633	1.3611	1.1667
No log	2.1429	180	1.3244	0.4635	1.3244	1.1508
No log	2.1667	182	1.1230	0.4440	1.1230	1.0597
No log	2.1905	184	1.0368	0.4490	1.0368	1.0182
No log	2.2143	186	1.0381	0.4423	1.0381	1.0189
No log	2.2381	188	1.1882	0.4668	1.1882	1.0900
No log	2.2619	190	1.1817	0.4573	1.1817	1.0871
No log	2.2857	192	1.1682	0.4604	1.1682	1.0808
No log	2.3095	194	1.1263	0.4655	1.1263	1.0613
No log	2.3333	196	1.0200	0.4609	1.0200	1.0100
No log	2.3571	198	0.9690	0.5064	0.9690	0.9844
No log	2.3810	200	1.0379	0.4765	1.0379	1.0188
No log	2.4048	202	1.0896	0.4833	1.0896	1.0438
No log	2.4286	204	1.1229	0.4704	1.1229	1.0597
No log	2.4524	206	1.0715	0.5020	1.0715	1.0351
No log	2.4762	208	1.0813	0.4720	1.0813	1.0399
No log	2.5	210	1.1201	0.4911	1.1201	1.0584
No log	2.5238	212	1.1388	0.4585	1.1388	1.0671
No log	2.5476	214	1.1779	0.4919	1.1779	1.0853
No log	2.5714	216	1.2314	0.4930	1.2314	1.1097
No log	2.5952	218	1.3117	0.4372	1.3117	1.1453
No log	2.6190	220	1.2234	0.4375	1.2234	1.1061
No log	2.6429	222	1.0321	0.4971	1.0321	1.0159
No log	2.6667	224	0.9563	0.5587	0.9563	0.9779
No log	2.6905	226	1.0154	0.5068	1.0154	1.0077
No log	2.7143	228	1.0317	0.4959	1.0317	1.0157
No log	2.7381	230	1.0392	0.4946	1.0392	1.0194
No log	2.7619	232	1.0577	0.4876	1.0577	1.0285
No log	2.7857	234	1.0865	0.4711	1.0865	1.0423
No log	2.8095	236	1.0070	0.4766	1.0070	1.0035
No log	2.8333	238	0.8779	0.4740	0.8779	0.9370
No log	2.8571	240	0.7954	0.4716	0.7954	0.8918
No log	2.8810	242	0.7671	0.5168	0.7671	0.8758
No log	2.9048	244	0.7706	0.5593	0.7706	0.8778
No log	2.9286	246	0.7769	0.5593	0.7769	0.8814
No log	2.9524	248	0.8244	0.5234	0.8244	0.9080
No log	2.9762	250	0.9133	0.5191	0.9133	0.9557
No log	3.0	252	0.9174	0.5249	0.9174	0.9578
No log	3.0238	254	0.9652	0.5362	0.9652	0.9825
No log	3.0476	256	1.0484	0.4893	1.0484	1.0239
No log	3.0714	258	1.1295	0.4695	1.1295	1.0628
No log	3.0952	260	1.1524	0.4524	1.1524	1.0735
No log	3.1190	262	1.0528	0.4616	1.0528	1.0261
No log	3.1429	264	0.9224	0.4661	0.9224	0.9604
No log	3.1667	266	0.8293	0.5021	0.8293	0.9106
No log	3.1905	268	0.7912	0.4948	0.7912	0.8895
No log	3.2143	270	0.7929	0.4979	0.7929	0.8905
No log	3.2381	272	0.8334	0.4577	0.8334	0.9129
No log	3.2619	274	0.8862	0.4586	0.8862	0.9414
No log	3.2857	276	0.9022	0.4586	0.9022	0.9498
No log	3.3095	278	0.9567	0.4826	0.9567	0.9781
No log	3.3333	280	1.0343	0.4856	1.0343	1.0170
No log	3.3571	282	1.1583	0.4625	1.1583	1.0762
No log	3.3810	284	1.1395	0.4688	1.1395	1.0675
No log	3.4048	286	1.0205	0.4689	1.0205	1.0102
No log	3.4286	288	0.8928	0.5057	0.8928	0.9449
No log	3.4524	290	0.8519	0.5357	0.8519	0.9230
No log	3.4762	292	0.8576	0.4748	0.8576	0.9261
No log	3.5	294	0.9929	0.4876	0.9929	0.9965
No log	3.5238	296	1.1296	0.4866	1.1296	1.0628
No log	3.5476	298	1.0984	0.4723	1.0984	1.0480
No log	3.5714	300	0.9612	0.4771	0.9612	0.9804
No log	3.5952	302	0.9169	0.4699	0.9169	0.9576
No log	3.6190	304	0.8855	0.5328	0.8855	0.9410
No log	3.6429	306	0.8619	0.5328	0.8619	0.9284
No log	3.6667	308	0.8048	0.5293	0.8048	0.8971
No log	3.6905	310	0.7230	0.5385	0.7230	0.8503
No log	3.7143	312	0.6844	0.5224	0.6844	0.8273
No log	3.7381	314	0.6816	0.5276	0.6816	0.8256
No log	3.7619	316	0.7224	0.4992	0.7224	0.8500
No log	3.7857	318	0.7967	0.4567	0.7967	0.8926
No log	3.8095	320	0.8456	0.4748	0.8456	0.9196
No log	3.8333	322	0.8507	0.4914	0.8507	0.9224
No log	3.8571	324	0.8859	0.5010	0.8859	0.9412
No log	3.8810	326	0.9437	0.4946	0.9437	0.9714
No log	3.9048	328	1.0184	0.4759	1.0184	1.0091
No log	3.9286	330	1.1524	0.4614	1.1524	1.0735
No log	3.9524	332	1.2655	0.4568	1.2655	1.1250
No log	3.9762	334	1.1594	0.4853	1.1594	1.0768
No log	4.0	336	0.9929	0.4746	0.9929	0.9965
No log	4.0238	338	0.9268	0.4864	0.9268	0.9627
No log	4.0476	340	0.9009	0.4937	0.9009	0.9492
No log	4.0714	342	0.8787	0.4975	0.8787	0.9374
No log	4.0952	344	0.8420	0.5202	0.8420	0.9176
No log	4.1190	346	0.8245	0.5139	0.8245	0.9080
No log	4.1429	348	0.8499	0.5251	0.8499	0.9219
No log	4.1667	350	0.9330	0.5047	0.9330	0.9659
No log	4.1905	352	1.0870	0.4542	1.0870	1.0426
No log	4.2143	354	1.0611	0.4617	1.0611	1.0301
No log	4.2381	356	0.9057	0.4922	0.9057	0.9517
No log	4.2619	358	0.8610	0.5260	0.8610	0.9279
No log	4.2857	360	0.8649	0.5176	0.8649	0.9300
No log	4.3095	362	0.8927	0.4773	0.8927	0.9448
No log	4.3333	364	0.9728	0.4716	0.9728	0.9863
No log	4.3571	366	0.9798	0.4775	0.9798	0.9899
No log	4.3810	368	0.8982	0.4738	0.8982	0.9477
No log	4.4048	370	0.8469	0.4824	0.8469	0.9203
No log	4.4286	372	0.7728	0.5376	0.7728	0.8791
No log	4.4524	374	0.7534	0.5335	0.7534	0.8680
No log	4.4762	376	0.7727	0.5312	0.7727	0.8790
No log	4.5	378	0.8254	0.5345	0.8254	0.9085
No log	4.5238	380	0.9072	0.4850	0.9072	0.9525
No log	4.5476	382	1.0218	0.4618	1.0218	1.0108
No log	4.5714	384	1.1438	0.4698	1.1438	1.0695
No log	4.5952	386	1.1446	0.4729	1.1446	1.0699
No log	4.6190	388	1.0058	0.4674	1.0058	1.0029
No log	4.6429	390	0.8460	0.4638	0.8460	0.9198
No log	4.6667	392	0.8029	0.5216	0.8029	0.8961
No log	4.6905	394	0.8362	0.4741	0.8362	0.9144
No log	4.7143	396	0.8533	0.4791	0.8533	0.9237
No log	4.7381	398	0.9146	0.4646	0.9146	0.9564
No log	4.7619	400	1.0324	0.4793	1.0324	1.0161
No log	4.7857	402	1.1184	0.4811	1.1184	1.0575
No log	4.8095	404	1.0885	0.4766	1.0885	1.0433
No log	4.8333	406	1.0134	0.4759	1.0134	1.0067
No log	4.8571	408	0.9455	0.4624	0.9455	0.9724
No log	4.8810	410	0.9266	0.4526	0.9266	0.9626
No log	4.9048	412	0.9584	0.4378	0.9584	0.9790
No log	4.9286	414	1.0322	0.4283	1.0322	1.0160
No log	4.9524	416	1.0984	0.4573	1.0984	1.0481
No log	4.9762	418	1.0776	0.4405	1.0776	1.0381
No log	5.0	420	0.9617	0.4315	0.9617	0.9807
No log	5.0238	422	0.8482	0.4637	0.8482	0.9210
No log	5.0476	424	0.8155	0.4844	0.8155	0.9031
No log	5.0714	426	0.8205	0.5003	0.8205	0.9058
No log	5.0952	428	0.8370	0.4775	0.8370	0.9148
No log	5.1190	430	0.8781	0.4773	0.8781	0.9371
No log	5.1429	432	0.9281	0.4529	0.9281	0.9634
No log	5.1667	434	0.9203	0.4594	0.9203	0.9593
No log	5.1905	436	0.9022	0.4596	0.9022	0.9498
No log	5.2143	438	0.8619	0.5039	0.8619	0.9284
No log	5.2381	440	0.8493	0.5093	0.8493	0.9216
No log	5.2619	442	0.8518	0.5093	0.8518	0.9229
No log	5.2857	444	0.8768	0.4689	0.8768	0.9364
No log	5.3095	446	0.9705	0.4755	0.9705	0.9851
No log	5.3333	448	1.0399	0.4572	1.0399	1.0198
No log	5.3571	450	0.9986	0.4785	0.9986	0.9993
No log	5.3810	452	0.9023	0.4605	0.9023	0.9499
No log	5.4048	454	0.8466	0.4826	0.8466	0.9201
No log	5.4286	456	0.8441	0.4826	0.8441	0.9187
No log	5.4524	458	0.8661	0.4794	0.8661	0.9306
No log	5.4762	460	0.8804	0.4940	0.8804	0.9383
No log	5.5	462	0.8770	0.4829	0.8770	0.9365
No log	5.5238	464	0.8730	0.4836	0.8730	0.9344
No log	5.5476	466	0.8508	0.4842	0.8508	0.9224
No log	5.5714	468	0.8417	0.4668	0.8417	0.9174
No log	5.5952	470	0.8894	0.5	0.8894	0.9431
No log	5.6190	472	0.9564	0.5050	0.9564	0.9780
No log	5.6429	474	1.0329	0.5181	1.0329	1.0163
No log	5.6667	476	1.0772	0.5124	1.0772	1.0379
No log	5.6905	478	1.0707	0.5124	1.0707	1.0348
No log	5.7143	480	0.9881	0.4856	0.9881	0.9940
No log	5.7381	482	0.9130	0.4559	0.9130	0.9555
No log	5.7619	484	0.8485	0.4628	0.8485	0.9212
No log	5.7857	486	0.8350	0.4716	0.8350	0.9138
No log	5.8095	488	0.8658	0.4686	0.8658	0.9305
No log	5.8333	490	0.9178	0.4804	0.9178	0.9580
No log	5.8571	492	0.9706	0.4888	0.9706	0.9852
No log	5.8810	494	1.0631	0.4792	1.0631	1.0311
No log	5.9048	496	1.1632	0.4438	1.1632	1.0785
No log	5.9286	498	1.1726	0.4491	1.1726	1.0828
0.4763	5.9524	500	1.1372	0.4621	1.1372	1.0664
0.4763	5.9762	502	1.0515	0.4888	1.0515	1.0254
0.4763	6.0	504	0.9283	0.4998	0.9283	0.9635
0.4763	6.0238	506	0.8478	0.4909	0.8478	0.9208
0.4763	6.0476	508	0.8258	0.4909	0.8258	0.9087
0.4763	6.0714	510	0.8334	0.4848	0.8334	0.9129
0.4763	6.0952	512	0.8663	0.4840	0.8663	0.9308
0.4763	6.1190	514	0.9274	0.5123	0.9274	0.9630
0.4763	6.1429	516	1.0557	0.4925	1.0557	1.0275
0.4763	6.1667	518	1.1427	0.4723	1.1427	1.0690
0.4763	6.1905	520	1.1998	0.4469	1.1998	1.0953
0.4763	6.2143	522	1.2344	0.4469	1.2344	1.1111
0.4763	6.2381	524	1.1560	0.4508	1.1560	1.0752
0.4763	6.2619	526	1.0261	0.4967	1.0261	1.0130
0.4763	6.2857	528	0.9242	0.5123	0.9242	0.9613
0.4763	6.3095	530	0.8418	0.4975	0.8418	0.9175
0.4763	6.3333	532	0.7764	0.4955	0.7764	0.8811
0.4763	6.3571	534	0.7487	0.5011	0.7487	0.8653
0.4763	6.3810	536	0.7473	0.5011	0.7473	0.8645
0.4763	6.4048	538	0.7446	0.4869	0.7446	0.8629
0.4763	6.4286	540	0.7646	0.5054	0.7646	0.8744
0.4763	6.4524	542	0.7949	0.4819	0.7949	0.8916
0.4763	6.4762	544	0.8453	0.5094	0.8453	0.9194
0.4763	6.5	546	0.9184	0.5041	0.9184	0.9583
0.4763	6.5238	548	0.9559	0.4831	0.9559	0.9777
0.4763	6.5476	550	0.9378	0.5032	0.9378	0.9684
0.4763	6.5714	552	0.8836	0.4995	0.8836	0.9400
0.4763	6.5952	554	0.8314	0.4938	0.8314	0.9118
0.4763	6.6190	556	0.8124	0.4961	0.8124	0.9014
0.4763	6.6429	558	0.8212	0.5074	0.8212	0.9062
0.4763	6.6667	560	0.8632	0.4987	0.8632	0.9291
0.4763	6.6905	562	0.9157	0.4731	0.9157	0.9569
0.4763	6.7143	564	0.9758	0.4701	0.9758	0.9878
0.4763	6.7381	566	0.9993	0.4701	0.9993	0.9997
0.4763	6.7619	568	0.9955	0.4701	0.9955	0.9978
0.4763	6.7857	570	0.9482	0.4643	0.9482	0.9738
0.4763	6.8095	572	0.8951	0.4899	0.8951	0.9461
0.4763	6.8333	574	0.8543	0.5060	0.8543	0.9243
0.4763	6.8571	576	0.8624	0.5067	0.8624	0.9286
0.4763	6.8810	578	0.8951	0.4981	0.8951	0.9461
0.4763	6.9048	580	0.9265	0.4785	0.9265	0.9626
0.4763	6.9286	582	0.9412	0.4917	0.9412	0.9702
0.4763	6.9524	584	0.9495	0.4949	0.9495	0.9744
0.4763	6.9762	586	0.9538	0.4964	0.9538	0.9766
0.4763	7.0	588	0.9795	0.4801	0.9795	0.9897
0.4763	7.0238	590	0.9761	0.4859	0.9761	0.9880
0.4763	7.0476	592	0.9481	0.4732	0.9481	0.9737
0.4763	7.0714	594	0.9205	0.4898	0.9205	0.9594
0.4763	7.0952	596	0.9115	0.4700	0.9115	0.9547
0.4763	7.1190	598	0.8981	0.4791	0.8981	0.9477
0.4763	7.1429	600	0.8924	0.4727	0.8924	0.9447
0.4763	7.1667	602	0.8791	0.4700	0.8791	0.9376
0.4763	7.1905	604	0.8649	0.4496	0.8649	0.9300
0.4763	7.2143	606	0.8742	0.4632	0.8742	0.9350
0.4763	7.2381	608	0.8724	0.4735	0.8724	0.9340
0.4763	7.2619	610	0.8438	0.4636	0.8438	0.9186
0.4763	7.2857	612	0.8112	0.4907	0.8112	0.9006
0.4763	7.3095	614	0.8079	0.5068	0.8079	0.8988
0.4763	7.3333	616	0.7987	0.5110	0.7987	0.8937
0.4763	7.3571	618	0.8001	0.5065	0.8001	0.8945
0.4763	7.3810	620	0.8125	0.4987	0.8125	0.9014
0.4763	7.4048	622	0.8315	0.4837	0.8315	0.9119
0.4763	7.4286	624	0.8729	0.4831	0.8729	0.9343
0.4763	7.4524	626	0.9237	0.4985	0.9237	0.9611
0.4763	7.4762	628	0.9535	0.5032	0.9535	0.9765
0.4763	7.5	630	0.9653	0.4987	0.9653	0.9825
0.4763	7.5238	632	0.9496	0.4960	0.9496	0.9745
0.4763	7.5476	634	0.9378	0.5	0.9378	0.9684
0.4763	7.5714	636	0.9286	0.4813	0.9286	0.9636
0.4763	7.5952	638	0.9344	0.4730	0.9344	0.9666
0.4763	7.6190	640	0.9237	0.4730	0.9237	0.9611
0.4763	7.6429	642	0.9264	0.4554	0.9264	0.9625
0.4763	7.6667	644	0.9346	0.4711	0.9346	0.9668
0.4763	7.6905	646	0.9474	0.4783	0.9474	0.9734
0.4763	7.7143	648	0.9434	0.4783	0.9434	0.9713
0.4763	7.7381	650	0.9166	0.4788	0.9166	0.9574
0.4763	7.7619	652	0.8872	0.4754	0.8872	0.9419
0.4763	7.7857	654	0.8803	0.4718	0.8803	0.9382
0.4763	7.8095	656	0.8753	0.4906	0.8753	0.9356
0.4763	7.8333	658	0.8872	0.4718	0.8872	0.9419
0.4763	7.8571	660	0.9041	0.4791	0.9041	0.9508
0.4763	7.8810	662	0.9096	0.4757	0.9096	0.9538
0.4763	7.9048	664	0.9262	0.4810	0.9262	0.9624
0.4763	7.9286	666	0.9306	0.4873	0.9306	0.9647
0.4763	7.9524	668	0.9464	0.4922	0.9464	0.9728
0.4763	7.9762	670	0.9657	0.4906	0.9657	0.9827
0.4763	8.0	672	0.9540	0.4906	0.9540	0.9767
0.4763	8.0238	674	0.9174	0.4942	0.9174	0.9578
0.4763	8.0476	676	0.8792	0.4759	0.8792	0.9377
0.4763	8.0714	678	0.8621	0.4942	0.8621	0.9285
0.4763	8.0952	680	0.8541	0.5169	0.8541	0.9242
0.4763	8.1190	682	0.8516	0.5079	0.8516	0.9228
0.4763	8.1429	684	0.8731	0.4757	0.8731	0.9344
0.4763	8.1667	686	0.9096	0.4883	0.9096	0.9537
0.4763	8.1905	688	0.9415	0.4731	0.9415	0.9703
0.4763	8.2143	690	0.9552	0.4718	0.9552	0.9773
0.4763	8.2381	692	0.9426	0.4888	0.9426	0.9709
0.4763	8.2619	694	0.9277	0.4807	0.9277	0.9632
0.4763	8.2857	696	0.9282	0.4868	0.9282	0.9634
0.4763	8.3095	698	0.9574	0.4851	0.9574	0.9785
0.4763	8.3333	700	0.9914	0.4655	0.9914	0.9957
0.4763	8.3571	702	0.9978	0.4749	0.9978	0.9989
0.4763	8.3810	704	0.9815	0.4753	0.9815	0.9907
0.4763	8.4048	706	0.9440	0.4874	0.9440	0.9716
0.4763	8.4286	708	0.9038	0.5079	0.9038	0.9507
0.4763	8.4524	710	0.8891	0.5142	0.8891	0.9429
0.4763	8.4762	712	0.8786	0.5079	0.8786	0.9373
0.4763	8.5	714	0.8686	0.5098	0.8686	0.9320
0.4763	8.5238	716	0.8731	0.5187	0.8731	0.9344
0.4763	8.5476	718	0.8898	0.4927	0.8898	0.9433
0.4763	8.5714	720	0.9124	0.4753	0.9124	0.9552
0.4763	8.5952	722	0.9344	0.4804	0.9344	0.9667
0.4763	8.6190	724	0.9479	0.4804	0.9479	0.9736
0.4763	8.6429	726	0.9567	0.4804	0.9567	0.9781
0.4763	8.6667	728	0.9516	0.4804	0.9516	0.9755
0.4763	8.6905	730	0.9580	0.4804	0.9580	0.9788
0.4763	8.7143	732	0.9609	0.4804	0.9609	0.9803
0.4763	8.7381	734	0.9647	0.4799	0.9647	0.9822
0.4763	8.7619	736	0.9608	0.4708	0.9608	0.9802
0.4763	8.7857	738	0.9438	0.4677	0.9438	0.9715
0.4763	8.8095	740	0.9229	0.4916	0.9229	0.9607
0.4763	8.8333	742	0.9140	0.4868	0.9140	0.9561
0.4763	8.8571	744	0.9203	0.4827	0.9203	0.9593
0.4763	8.8810	746	0.9256	0.4936	0.9256	0.9621
0.4763	8.9048	748	0.9329	0.4936	0.9329	0.9659
0.4763	8.9286	750	0.9411	0.4982	0.9411	0.9701
0.4763	8.9524	752	0.9394	0.4982	0.9394	0.9692
0.4763	8.9762	754	0.9416	0.4936	0.9416	0.9703
0.4763	9.0	756	0.9429	0.4811	0.9429	0.9710
0.4763	9.0238	758	0.9442	0.4811	0.9442	0.9717
0.4763	9.0476	760	0.9340	0.4816	0.9340	0.9664
0.4763	9.0714	762	0.9237	0.4770	0.9237	0.9611
0.4763	9.0952	764	0.9102	0.4780	0.9102	0.9541
0.4763	9.1190	766	0.9064	0.4717	0.9064	0.9521
0.4763	9.1429	768	0.9134	0.4706	0.9134	0.9557
0.4763	9.1667	770	0.9173	0.4623	0.9173	0.9577
0.4763	9.1905	772	0.9211	0.4619	0.9211	0.9597
0.4763	9.2143	774	0.9188	0.4619	0.9188	0.9585
0.4763	9.2381	776	0.9151	0.4571	0.9151	0.9566
0.4763	9.2619	778	0.9021	0.4634	0.9021	0.9498
0.4763	9.2857	780	0.8948	0.4765	0.8948	0.9459
0.4763	9.3095	782	0.8887	0.4902	0.8887	0.9427
0.4763	9.3333	784	0.8797	0.4902	0.8797	0.9379
0.4763	9.3571	786	0.8772	0.4902	0.8772	0.9366
0.4763	9.3810	788	0.8780	0.4902	0.8780	0.9370
0.4763	9.4048	790	0.8827	0.4902	0.8827	0.9395
0.4763	9.4286	792	0.8835	0.4902	0.8835	0.9399
0.4763	9.4524	794	0.8849	0.4902	0.8849	0.9407
0.4763	9.4762	796	0.8832	0.4902	0.8832	0.9398
0.4763	9.5	798	0.8859	0.4902	0.8859	0.9412
0.4763	9.5238	800	0.8848	0.4902	0.8848	0.9406
0.4763	9.5476	802	0.8771	0.4902	0.8771	0.9365
0.4763	9.5714	804	0.8692	0.4902	0.8692	0.9323
0.4763	9.5952	806	0.8616	0.5167	0.8616	0.9282
0.4763	9.6190	808	0.8560	0.5115	0.8560	0.9252
0.4763	9.6429	810	0.8540	0.4946	0.8540	0.9241
0.4763	9.6667	812	0.8542	0.5013	0.8542	0.9242
0.4763	9.6905	814	0.8530	0.5013	0.8530	0.9236
0.4763	9.7143	816	0.8492	0.5013	0.8492	0.9215
0.4763	9.7381	818	0.8466	0.5013	0.8466	0.9201
0.4763	9.7619	820	0.8468	0.5013	0.8468	0.9202
0.4763	9.7857	822	0.8487	0.5115	0.8487	0.9213
0.4763	9.8095	824	0.8522	0.5167	0.8522	0.9231
0.4763	9.8333	826	0.8562	0.5167	0.8562	0.9253
0.4763	9.8571	828	0.8589	0.5041	0.8589	0.9267
0.4763	9.8810	830	0.8614	0.5041	0.8614	0.9281
0.4763	9.9048	832	0.8639	0.4967	0.8639	0.9295
0.4763	9.9286	834	0.8655	0.4967	0.8655	0.9303
0.4763	9.9524	836	0.8671	0.4902	0.8671	0.9312
0.4763	9.9762	838	0.8678	0.4902	0.8678	0.9316
0.4763	10.0	840	0.8680	0.4902	0.8680	0.9317

Framework versions

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