ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k15_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: 0.6085
• Qwk: 0.7460
• Mse: 0.6085
• Rmse: 0.7801

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	5.3189	-0.0319	5.3189	2.3063
No log	0.0476	4	3.5140	0.0650	3.5140	1.8746
No log	0.0714	6	1.9261	0.1296	1.9261	1.3879
No log	0.0952	8	1.4720	0.1112	1.4720	1.2132
No log	0.1190	10	1.1952	0.2117	1.1952	1.0932
No log	0.1429	12	1.0645	0.2946	1.0645	1.0318
No log	0.1667	14	1.6094	0.1177	1.6094	1.2686
No log	0.1905	16	1.8101	0.1080	1.8101	1.3454
No log	0.2143	18	1.3391	0.2292	1.3391	1.1572
No log	0.2381	20	1.1200	0.2863	1.1200	1.0583
No log	0.2619	22	1.0838	0.3675	1.0838	1.0411
No log	0.2857	24	1.4347	0.1785	1.4347	1.1978
No log	0.3095	26	1.4617	0.2213	1.4617	1.2090
No log	0.3333	28	1.0404	0.4036	1.0404	1.0200
No log	0.3571	30	0.7308	0.5365	0.7308	0.8549
No log	0.3810	32	0.6846	0.6352	0.6846	0.8274
No log	0.4048	34	0.7977	0.5375	0.7977	0.8932
No log	0.4286	36	1.4268	0.3461	1.4268	1.1945
No log	0.4524	38	1.6891	0.3067	1.6891	1.2997
No log	0.4762	40	1.2969	0.4237	1.2969	1.1388
No log	0.5	42	0.8218	0.5844	0.8218	0.9065
No log	0.5238	44	0.7229	0.6140	0.7229	0.8502
No log	0.5476	46	0.7203	0.6547	0.7203	0.8487
No log	0.5714	48	0.8521	0.5829	0.8521	0.9231
No log	0.5952	50	1.1464	0.5113	1.1464	1.0707
No log	0.6190	52	1.2181	0.5050	1.2181	1.1037
No log	0.6429	54	0.8862	0.5577	0.8862	0.9414
No log	0.6667	56	0.6373	0.7349	0.6373	0.7983
No log	0.6905	58	0.5528	0.7566	0.5528	0.7435
No log	0.7143	60	0.5689	0.7405	0.5689	0.7543
No log	0.7381	62	0.6057	0.7217	0.6057	0.7783
No log	0.7619	64	0.7900	0.5912	0.7900	0.8888
No log	0.7857	66	0.8440	0.5751	0.8440	0.9187
No log	0.8095	68	0.8069	0.5653	0.8069	0.8983
No log	0.8333	70	0.8016	0.5797	0.8016	0.8953
No log	0.8571	72	0.7722	0.6697	0.7722	0.8788
No log	0.8810	74	0.6099	0.7385	0.6099	0.7810
No log	0.9048	76	0.6044	0.7679	0.6044	0.7774
No log	0.9286	78	0.7245	0.7167	0.7245	0.8512
No log	0.9524	80	0.9759	0.6402	0.9759	0.9879
No log	0.9762	82	0.8749	0.6577	0.8749	0.9354
No log	1.0	84	0.7655	0.7008	0.7655	0.8749
No log	1.0238	86	0.6353	0.7566	0.6353	0.7971
No log	1.0476	88	0.6396	0.7754	0.6396	0.7997
No log	1.0714	90	0.7012	0.7380	0.7012	0.8374
No log	1.0952	92	0.5784	0.7832	0.5784	0.7605
No log	1.1190	94	0.5494	0.7370	0.5494	0.7412
No log	1.1429	96	0.6255	0.7385	0.6255	0.7909
No log	1.1667	98	0.5354	0.7608	0.5354	0.7317
No log	1.1905	100	0.5374	0.7586	0.5374	0.7331
No log	1.2143	102	0.5478	0.7880	0.5478	0.7402
No log	1.2381	104	0.6024	0.7453	0.6024	0.7761
No log	1.2619	106	0.6232	0.7364	0.6232	0.7894
No log	1.2857	108	0.6378	0.7237	0.6378	0.7987
No log	1.3095	110	0.5693	0.7596	0.5693	0.7545
No log	1.3333	112	0.5574	0.7661	0.5574	0.7466
No log	1.3571	114	0.5766	0.7201	0.5766	0.7594
No log	1.3810	116	0.6437	0.6885	0.6437	0.8023
No log	1.4048	118	0.6157	0.6909	0.6157	0.7847
No log	1.4286	120	0.5615	0.7038	0.5615	0.7493
No log	1.4524	122	0.5903	0.7141	0.5903	0.7683
No log	1.4762	124	0.5633	0.7302	0.5633	0.7505
No log	1.5	126	0.5730	0.7308	0.5730	0.7570
No log	1.5238	128	0.6291	0.7034	0.6291	0.7931
No log	1.5476	130	0.6323	0.6818	0.6323	0.7952
No log	1.5714	132	0.6441	0.7010	0.6441	0.8026
No log	1.5952	134	0.7316	0.6756	0.7316	0.8553
No log	1.6190	136	0.8060	0.6510	0.8060	0.8978
No log	1.6429	138	0.7418	0.6897	0.7418	0.8613
No log	1.6667	140	0.7668	0.6897	0.7668	0.8757
No log	1.6905	142	0.8425	0.6886	0.8425	0.9179
No log	1.7143	144	0.8671	0.6816	0.8671	0.9312
No log	1.7381	146	0.9410	0.6474	0.9410	0.9701
No log	1.7619	148	0.6458	0.7358	0.6458	0.8036
No log	1.7857	150	0.6391	0.7491	0.6391	0.7994
No log	1.8095	152	0.6221	0.7471	0.6221	0.7887
No log	1.8333	154	0.5765	0.7731	0.5765	0.7593
No log	1.8571	156	0.5769	0.7617	0.5769	0.7595
No log	1.8810	158	0.5878	0.7661	0.5878	0.7667
No log	1.9048	160	0.6372	0.7426	0.6372	0.7982
No log	1.9286	162	0.7681	0.7280	0.7681	0.8764
No log	1.9524	164	0.6961	0.7259	0.6961	0.8343
No log	1.9762	166	0.5985	0.7345	0.5985	0.7736
No log	2.0	168	0.7944	0.6058	0.7944	0.8913
No log	2.0238	170	0.8590	0.6019	0.8590	0.9268
No log	2.0476	172	0.7172	0.6433	0.7172	0.8469
No log	2.0714	174	0.5671	0.7396	0.5671	0.7531
No log	2.0952	176	0.6384	0.7366	0.6384	0.7990
No log	2.1190	178	0.6944	0.7334	0.6944	0.8333
No log	2.1429	180	0.6712	0.7518	0.6712	0.8193
No log	2.1667	182	0.6501	0.7528	0.6501	0.8063
No log	2.1905	184	0.5914	0.7565	0.5914	0.7690
No log	2.2143	186	0.5691	0.7339	0.5691	0.7544
No log	2.2381	188	0.5677	0.7364	0.5677	0.7535
No log	2.2619	190	0.6670	0.7410	0.6670	0.8167
No log	2.2857	192	0.7956	0.6738	0.7956	0.8920
No log	2.3095	194	0.7297	0.7126	0.7297	0.8542
No log	2.3333	196	0.5678	0.7685	0.5678	0.7535
No log	2.3571	198	0.6435	0.7128	0.6435	0.8022
No log	2.3810	200	0.6313	0.7205	0.6313	0.7945
No log	2.4048	202	0.6176	0.7570	0.6176	0.7859
No log	2.4286	204	0.7934	0.7071	0.7934	0.8907
No log	2.4524	206	0.7469	0.7218	0.7469	0.8643
No log	2.4762	208	0.6204	0.7641	0.6204	0.7877
No log	2.5	210	0.5745	0.7581	0.5745	0.7580
No log	2.5238	212	0.5838	0.7693	0.5838	0.7641
No log	2.5476	214	0.5773	0.7520	0.5773	0.7598
No log	2.5714	216	0.5997	0.7331	0.5997	0.7744
No log	2.5952	218	0.6763	0.7169	0.6763	0.8224
No log	2.6190	220	0.6534	0.7209	0.6534	0.8084
No log	2.6429	222	0.6007	0.7392	0.6007	0.7751
No log	2.6667	224	0.6098	0.7380	0.6098	0.7809
No log	2.6905	226	0.6309	0.7296	0.6309	0.7943
No log	2.7143	228	0.7066	0.7309	0.7066	0.8406
No log	2.7381	230	0.8024	0.7209	0.8024	0.8958
No log	2.7619	232	0.7350	0.7324	0.7350	0.8573
No log	2.7857	234	0.6743	0.7297	0.6743	0.8211
No log	2.8095	236	0.6445	0.7282	0.6445	0.8028
No log	2.8333	238	0.6623	0.7279	0.6623	0.8138
No log	2.8571	240	0.6828	0.7201	0.6828	0.8263
No log	2.8810	242	0.8064	0.7279	0.8064	0.8980
No log	2.9048	244	0.8528	0.7224	0.8528	0.9235
No log	2.9286	246	0.8082	0.7329	0.8082	0.8990
No log	2.9524	248	0.7449	0.7204	0.7449	0.8631
No log	2.9762	250	0.6775	0.7185	0.6775	0.8231
No log	3.0	252	0.6834	0.7214	0.6834	0.8267
No log	3.0238	254	0.7196	0.6942	0.7196	0.8483
No log	3.0476	256	0.6693	0.7207	0.6693	0.8181
No log	3.0714	258	0.6581	0.7167	0.6581	0.8112
No log	3.0952	260	0.6800	0.7417	0.6800	0.8246
No log	3.1190	262	0.6699	0.7372	0.6699	0.8185
No log	3.1429	264	0.6390	0.7175	0.6390	0.7994
No log	3.1667	266	0.6258	0.7329	0.6258	0.7911
No log	3.1905	268	0.6124	0.7414	0.6124	0.7825
No log	3.2143	270	0.6744	0.7269	0.6744	0.8212
No log	3.2381	272	0.7761	0.7218	0.7761	0.8810
No log	3.2619	274	0.7318	0.7147	0.7318	0.8555
No log	3.2857	276	0.6822	0.7299	0.6822	0.8259
No log	3.3095	278	0.6265	0.7357	0.6265	0.7915
No log	3.3333	280	0.6171	0.7394	0.6171	0.7856
No log	3.3571	282	0.6227	0.7289	0.6227	0.7891
No log	3.3810	284	0.6651	0.7288	0.6651	0.8155
No log	3.4048	286	0.7022	0.7056	0.7022	0.8380
No log	3.4286	288	0.6560	0.7287	0.6560	0.8099
No log	3.4524	290	0.6357	0.6762	0.6357	0.7973
No log	3.4762	292	0.7079	0.6620	0.7079	0.8414
No log	3.5	294	0.6916	0.6615	0.6916	0.8316
No log	3.5238	296	0.6801	0.7266	0.6801	0.8247
No log	3.5476	298	0.7480	0.7257	0.7480	0.8648
No log	3.5714	300	0.8218	0.7274	0.8218	0.9065
No log	3.5952	302	0.7765	0.7349	0.7765	0.8812
No log	3.6190	304	0.6667	0.7497	0.6667	0.8165
No log	3.6429	306	0.6472	0.7087	0.6472	0.8045
No log	3.6667	308	0.6378	0.7464	0.6378	0.7986
No log	3.6905	310	0.6915	0.7288	0.6915	0.8315
No log	3.7143	312	0.7719	0.7083	0.7719	0.8786
No log	3.7381	314	0.7903	0.7289	0.7903	0.8890
No log	3.7619	316	0.6726	0.7479	0.6726	0.8201
No log	3.7857	318	0.6008	0.7530	0.6008	0.7751
No log	3.8095	320	0.6088	0.7084	0.6088	0.7802
No log	3.8333	322	0.5976	0.7388	0.5976	0.7731
No log	3.8571	324	0.6315	0.7379	0.6315	0.7946
No log	3.8810	326	0.6374	0.7175	0.6374	0.7983
No log	3.9048	328	0.6016	0.7207	0.6016	0.7756
No log	3.9286	330	0.6081	0.6835	0.6081	0.7798
No log	3.9524	332	0.6804	0.6778	0.6804	0.8249
No log	3.9762	334	0.6705	0.6728	0.6705	0.8188
No log	4.0	336	0.6019	0.7143	0.6019	0.7758
No log	4.0238	338	0.5980	0.7613	0.5980	0.7733
No log	4.0476	340	0.6420	0.7571	0.6420	0.8012
No log	4.0714	342	0.6477	0.7603	0.6477	0.8048
No log	4.0952	344	0.6002	0.7664	0.6002	0.7747
No log	4.1190	346	0.5934	0.7280	0.5934	0.7703
No log	4.1429	348	0.5954	0.7435	0.5954	0.7716
No log	4.1667	350	0.5731	0.7422	0.5731	0.7570
No log	4.1905	352	0.6334	0.7282	0.6334	0.7959
No log	4.2143	354	0.7758	0.6778	0.7758	0.8808
No log	4.2381	356	0.7999	0.6528	0.7999	0.8944
No log	4.2619	358	0.7453	0.6672	0.7453	0.8633
No log	4.2857	360	0.6427	0.7122	0.6427	0.8017
No log	4.3095	362	0.5722	0.7503	0.5722	0.7564
No log	4.3333	364	0.5747	0.7489	0.5747	0.7581
No log	4.3571	366	0.5848	0.7523	0.5848	0.7647
No log	4.3810	368	0.5664	0.7334	0.5664	0.7526
No log	4.4048	370	0.5759	0.7498	0.5759	0.7589
No log	4.4286	372	0.5997	0.7291	0.5997	0.7744
No log	4.4524	374	0.5686	0.7386	0.5686	0.7540
No log	4.4762	376	0.5485	0.7431	0.5485	0.7406
No log	4.5	378	0.5540	0.7272	0.5540	0.7443
No log	4.5238	380	0.5510	0.7397	0.5510	0.7423
No log	4.5476	382	0.5613	0.7546	0.5613	0.7492
No log	4.5714	384	0.5931	0.7476	0.5931	0.7702
No log	4.5952	386	0.6195	0.7484	0.6195	0.7871
No log	4.6190	388	0.6148	0.7577	0.6148	0.7841
No log	4.6429	390	0.6272	0.7575	0.6272	0.7920
No log	4.6667	392	0.6465	0.7312	0.6465	0.8041
No log	4.6905	394	0.6366	0.7174	0.6366	0.7979
No log	4.7143	396	0.5802	0.7396	0.5802	0.7617
No log	4.7381	398	0.5881	0.7426	0.5881	0.7669
No log	4.7619	400	0.6409	0.7117	0.6409	0.8006
No log	4.7857	402	0.6231	0.7149	0.6231	0.7894
No log	4.8095	404	0.5742	0.7283	0.5742	0.7578
No log	4.8333	406	0.5448	0.7113	0.5448	0.7381
No log	4.8571	408	0.5390	0.7239	0.5390	0.7342
No log	4.8810	410	0.5501	0.7664	0.5501	0.7417
No log	4.9048	412	0.6218	0.7452	0.6218	0.7886
No log	4.9286	414	0.6509	0.7678	0.6509	0.8068
No log	4.9524	416	0.6478	0.7595	0.6478	0.8049
No log	4.9762	418	0.6474	0.7686	0.6474	0.8046
No log	5.0	420	0.6788	0.7535	0.6788	0.8239
No log	5.0238	422	0.7174	0.7594	0.7174	0.8470
No log	5.0476	424	0.7560	0.7409	0.7560	0.8695
No log	5.0714	426	0.7640	0.7308	0.7640	0.8741
No log	5.0952	428	0.7608	0.7216	0.7608	0.8722
No log	5.1190	430	0.7169	0.7219	0.7169	0.8467
No log	5.1429	432	0.6427	0.7521	0.6427	0.8017
No log	5.1667	434	0.6161	0.7590	0.6161	0.7849
No log	5.1905	436	0.6508	0.7635	0.6508	0.8067
No log	5.2143	438	0.6686	0.7594	0.6686	0.8177
No log	5.2381	440	0.7198	0.7313	0.7198	0.8484
No log	5.2619	442	0.7452	0.7090	0.7452	0.8633
No log	5.2857	444	0.7597	0.7004	0.7597	0.8716
No log	5.3095	446	0.6900	0.7499	0.6900	0.8307
No log	5.3333	448	0.6174	0.7587	0.6174	0.7858
No log	5.3571	450	0.6090	0.7409	0.6090	0.7804
No log	5.3810	452	0.6231	0.7079	0.6231	0.7893
No log	5.4048	454	0.6108	0.7336	0.6108	0.7815
No log	5.4286	456	0.5983	0.7610	0.5983	0.7735
No log	5.4524	458	0.6111	0.7672	0.6111	0.7817
No log	5.4762	460	0.6437	0.7479	0.6437	0.8023
No log	5.5	462	0.6505	0.7418	0.6505	0.8065
No log	5.5238	464	0.6439	0.7392	0.6439	0.8024
No log	5.5476	466	0.6052	0.7607	0.6052	0.7780
No log	5.5714	468	0.5757	0.7593	0.5757	0.7587
No log	5.5952	470	0.5785	0.7493	0.5785	0.7606
No log	5.6190	472	0.5856	0.7502	0.5856	0.7653
No log	5.6429	474	0.6083	0.7756	0.6083	0.7800
No log	5.6667	476	0.6253	0.7649	0.6253	0.7908
No log	5.6905	478	0.6424	0.7603	0.6424	0.8015
No log	5.7143	480	0.6986	0.7491	0.6986	0.8358
No log	5.7381	482	0.7253	0.7249	0.7253	0.8516
No log	5.7619	484	0.6982	0.7287	0.6982	0.8356
No log	5.7857	486	0.6287	0.7499	0.6287	0.7929
No log	5.8095	488	0.5989	0.7424	0.5989	0.7739
No log	5.8333	490	0.5854	0.7408	0.5854	0.7651
No log	5.8571	492	0.5720	0.7449	0.5720	0.7563
No log	5.8810	494	0.5701	0.7538	0.5701	0.7551
No log	5.9048	496	0.5768	0.7636	0.5768	0.7595
No log	5.9286	498	0.6059	0.7613	0.6059	0.7784
0.4146	5.9524	500	0.6617	0.7578	0.6617	0.8134
0.4146	5.9762	502	0.6956	0.7635	0.6956	0.8340
0.4146	6.0	504	0.6738	0.7539	0.6738	0.8209
0.4146	6.0238	506	0.6219	0.7619	0.6219	0.7886
0.4146	6.0476	508	0.6022	0.7583	0.6022	0.7760
0.4146	6.0714	510	0.6129	0.7172	0.6129	0.7829
0.4146	6.0952	512	0.6114	0.7069	0.6114	0.7819
0.4146	6.1190	514	0.6099	0.7005	0.6099	0.7809
0.4146	6.1429	516	0.6023	0.7040	0.6023	0.7761
0.4146	6.1667	518	0.5876	0.6900	0.5876	0.7665
0.4146	6.1905	520	0.5809	0.7219	0.5809	0.7621
0.4146	6.2143	522	0.5780	0.7219	0.5780	0.7603
0.4146	6.2381	524	0.5746	0.7257	0.5746	0.7580
0.4146	6.2619	526	0.5785	0.7185	0.5785	0.7606
0.4146	6.2857	528	0.5941	0.6955	0.5941	0.7708
0.4146	6.3095	530	0.6457	0.7169	0.6457	0.8035
0.4146	6.3333	532	0.6674	0.7025	0.6674	0.8169
0.4146	6.3571	534	0.6308	0.7140	0.6308	0.7942
0.4146	6.3810	536	0.5853	0.7236	0.5853	0.7651
0.4146	6.4048	538	0.5808	0.7604	0.5808	0.7621
0.4146	6.4286	540	0.6007	0.7467	0.6007	0.7751
0.4146	6.4524	542	0.6045	0.7361	0.6045	0.7775
0.4146	6.4762	544	0.5859	0.7631	0.5859	0.7654
0.4146	6.5	546	0.5752	0.7367	0.5752	0.7584
0.4146	6.5238	548	0.5973	0.7068	0.5973	0.7729
0.4146	6.5476	550	0.6497	0.7218	0.6497	0.8060
0.4146	6.5714	552	0.6604	0.7178	0.6604	0.8127
0.4146	6.5952	554	0.6287	0.7149	0.6287	0.7929
0.4146	6.6190	556	0.5817	0.7304	0.5817	0.7627
0.4146	6.6429	558	0.5631	0.7741	0.5631	0.7504
0.4146	6.6667	560	0.6039	0.7423	0.6039	0.7771
0.4146	6.6905	562	0.7031	0.7230	0.7031	0.8385
0.4146	6.7143	564	0.7582	0.6976	0.7582	0.8707
0.4146	6.7381	566	0.7338	0.7033	0.7338	0.8566
0.4146	6.7619	568	0.6530	0.7202	0.6530	0.8081
0.4146	6.7857	570	0.5813	0.7404	0.5813	0.7624
0.4146	6.8095	572	0.5581	0.7512	0.5581	0.7471
0.4146	6.8333	574	0.5578	0.7469	0.5578	0.7469
0.4146	6.8571	576	0.5825	0.7362	0.5825	0.7632
0.4146	6.8810	578	0.6261	0.7265	0.6261	0.7913
0.4146	6.9048	580	0.6427	0.7187	0.6427	0.8017
0.4146	6.9286	582	0.6587	0.7342	0.6587	0.8116
0.4146	6.9524	584	0.6465	0.7154	0.6465	0.8041
0.4146	6.9762	586	0.6249	0.7277	0.6249	0.7905
0.4146	7.0	588	0.5947	0.7529	0.5947	0.7712
0.4146	7.0238	590	0.5845	0.7575	0.5845	0.7645
0.4146	7.0476	592	0.5661	0.7679	0.5661	0.7524
0.4146	7.0714	594	0.5632	0.7483	0.5632	0.7505
0.4146	7.0952	596	0.5758	0.7354	0.5758	0.7588
0.4146	7.1190	598	0.5787	0.7320	0.5787	0.7607
0.4146	7.1429	600	0.5690	0.7250	0.5690	0.7543
0.4146	7.1667	602	0.5552	0.7363	0.5552	0.7451
0.4146	7.1905	604	0.5545	0.7666	0.5545	0.7447
0.4146	7.2143	606	0.5605	0.7706	0.5605	0.7486
0.4146	7.2381	608	0.5735	0.7599	0.5735	0.7573
0.4146	7.2619	610	0.5776	0.7599	0.5776	0.7600
0.4146	7.2857	612	0.5747	0.7599	0.5747	0.7581
0.4146	7.3095	614	0.5748	0.7576	0.5748	0.7581
0.4146	7.3333	616	0.5719	0.7599	0.5719	0.7562
0.4146	7.3571	618	0.5713	0.7677	0.5713	0.7558
0.4146	7.3810	620	0.5761	0.7553	0.5761	0.7590
0.4146	7.4048	622	0.5899	0.7512	0.5899	0.7681
0.4146	7.4286	624	0.6146	0.7504	0.6146	0.7839
0.4146	7.4524	626	0.6568	0.7252	0.6568	0.8104
0.4146	7.4762	628	0.6726	0.7317	0.6726	0.8201
0.4146	7.5	630	0.6483	0.7364	0.6483	0.8051
0.4146	7.5238	632	0.6181	0.7372	0.6181	0.7862
0.4146	7.5476	634	0.5958	0.7399	0.5958	0.7719
0.4146	7.5714	636	0.5993	0.7399	0.5993	0.7742
0.4146	7.5952	638	0.6137	0.7399	0.6137	0.7834
0.4146	7.6190	640	0.6351	0.7527	0.6351	0.7970
0.4146	7.6429	642	0.6487	0.7510	0.6487	0.8054
0.4146	7.6667	644	0.6622	0.7581	0.6622	0.8137
0.4146	7.6905	646	0.6748	0.7537	0.6748	0.8215
0.4146	7.7143	648	0.7032	0.7479	0.7032	0.8386
0.4146	7.7381	650	0.7226	0.7571	0.7226	0.8501
0.4146	7.7619	652	0.7223	0.7533	0.7223	0.8499
0.4146	7.7857	654	0.6824	0.7575	0.6824	0.8261
0.4146	7.8095	656	0.6517	0.7621	0.6517	0.8073
0.4146	7.8333	658	0.6322	0.7550	0.6322	0.7951
0.4146	7.8571	660	0.6230	0.7554	0.6230	0.7893
0.4146	7.8810	662	0.6059	0.7460	0.6059	0.7784
0.4146	7.9048	664	0.6011	0.7398	0.6011	0.7753
0.4146	7.9286	666	0.6051	0.7398	0.6051	0.7778
0.4146	7.9524	668	0.6090	0.7398	0.6090	0.7804
0.4146	7.9762	670	0.6014	0.7361	0.6014	0.7755
0.4146	8.0	672	0.5869	0.7569	0.5869	0.7661
0.4146	8.0238	674	0.5790	0.7654	0.5790	0.7609
0.4146	8.0476	676	0.5760	0.7756	0.5760	0.7589
0.4146	8.0714	678	0.5746	0.7659	0.5746	0.7580
0.4146	8.0952	680	0.5729	0.7617	0.5729	0.7569
0.4146	8.1190	682	0.5738	0.7617	0.5738	0.7575
0.4146	8.1429	684	0.5819	0.7462	0.5819	0.7628
0.4146	8.1667	686	0.5810	0.7462	0.5810	0.7623
0.4146	8.1905	688	0.5744	0.7598	0.5744	0.7579
0.4146	8.2143	690	0.5750	0.7575	0.5750	0.7583
0.4146	8.2381	692	0.5759	0.7575	0.5759	0.7589
0.4146	8.2619	694	0.5729	0.7683	0.5729	0.7569
0.4146	8.2857	696	0.5714	0.7683	0.5714	0.7559
0.4146	8.3095	698	0.5746	0.7683	0.5746	0.7580
0.4146	8.3333	700	0.5777	0.7725	0.5777	0.7601
0.4146	8.3571	702	0.5887	0.7594	0.5887	0.7673
0.4146	8.3810	704	0.5944	0.7631	0.5944	0.7710
0.4146	8.4048	706	0.6044	0.7487	0.6044	0.7774
0.4146	8.4286	708	0.6060	0.7429	0.6060	0.7785
0.4146	8.4524	710	0.6097	0.7501	0.6097	0.7809
0.4146	8.4762	712	0.6204	0.7501	0.6204	0.7877
0.4146	8.5	714	0.6214	0.7434	0.6214	0.7883
0.4146	8.5238	716	0.6150	0.7371	0.6150	0.7842
0.4146	8.5476	718	0.6022	0.7334	0.6022	0.7760
0.4146	8.5714	720	0.6002	0.7334	0.6002	0.7748
0.4146	8.5952	722	0.6108	0.7387	0.6108	0.7815
0.4146	8.6190	724	0.6270	0.7344	0.6270	0.7918
0.4146	8.6429	726	0.6569	0.7194	0.6569	0.8105
0.4146	8.6667	728	0.6810	0.7210	0.6810	0.8252
0.4146	8.6905	730	0.6890	0.7190	0.6890	0.8301
0.4146	8.7143	732	0.6804	0.7210	0.6804	0.8249
0.4146	8.7381	734	0.6608	0.7173	0.6608	0.8129
0.4146	8.7619	736	0.6299	0.7344	0.6299	0.7936
0.4146	8.7857	738	0.6057	0.7371	0.6057	0.7782
0.4146	8.8095	740	0.5955	0.7276	0.5955	0.7717
0.4146	8.8333	742	0.5822	0.7510	0.5822	0.7630
0.4146	8.8571	744	0.5772	0.7616	0.5772	0.7597
0.4146	8.8810	746	0.5814	0.7616	0.5814	0.7625
0.4146	8.9048	748	0.5890	0.7467	0.5890	0.7675
0.4146	8.9286	750	0.6001	0.7460	0.6001	0.7746
0.4146	8.9524	752	0.6179	0.7460	0.6179	0.7861
0.4146	8.9762	754	0.6343	0.7256	0.6343	0.7964
0.4146	9.0	756	0.6516	0.7171	0.6516	0.8072
0.4146	9.0238	758	0.6672	0.7145	0.6672	0.8168
0.4146	9.0476	760	0.6749	0.7126	0.6749	0.8215
0.4146	9.0714	762	0.6813	0.7126	0.6813	0.8254
0.4146	9.0952	764	0.6781	0.7126	0.6781	0.8235
0.4146	9.1190	766	0.6621	0.7126	0.6621	0.8137
0.4146	9.1429	768	0.6468	0.7149	0.6468	0.8042
0.4146	9.1667	770	0.6306	0.7434	0.6306	0.7941
0.4146	9.1905	772	0.6169	0.7460	0.6169	0.7855
0.4146	9.2143	774	0.6052	0.7460	0.6052	0.7779
0.4146	9.2381	776	0.5955	0.7509	0.5955	0.7717
0.4146	9.2619	778	0.5891	0.7509	0.5891	0.7675
0.4146	9.2857	780	0.5863	0.7612	0.5863	0.7657
0.4146	9.3095	782	0.5862	0.7612	0.5862	0.7656
0.4146	9.3333	784	0.5890	0.7509	0.5890	0.7675
0.4146	9.3571	786	0.5935	0.7509	0.5935	0.7704
0.4146	9.3810	788	0.6002	0.7566	0.6002	0.7747
0.4146	9.4048	790	0.6091	0.7501	0.6091	0.7804
0.4146	9.4286	792	0.6156	0.7460	0.6156	0.7846
0.4146	9.4524	794	0.6268	0.7434	0.6268	0.7917
0.4146	9.4762	796	0.6337	0.7434	0.6337	0.7961
0.4146	9.5	798	0.6389	0.7191	0.6389	0.7993
0.4146	9.5238	800	0.6397	0.7256	0.6397	0.7998
0.4146	9.5476	802	0.6375	0.7256	0.6375	0.7984
0.4146	9.5714	804	0.6350	0.7434	0.6350	0.7969
0.4146	9.5952	806	0.6355	0.7434	0.6355	0.7972
0.4146	9.6190	808	0.6359	0.7434	0.6359	0.7974
0.4146	9.6429	810	0.6331	0.7434	0.6331	0.7957
0.4146	9.6667	812	0.6302	0.7434	0.6302	0.7938
0.4146	9.6905	814	0.6284	0.7434	0.6284	0.7927
0.4146	9.7143	816	0.6264	0.7434	0.6264	0.7914
0.4146	9.7381	818	0.6222	0.7434	0.6222	0.7888
0.4146	9.7619	820	0.6185	0.7496	0.6185	0.7865
0.4146	9.7857	822	0.6152	0.7460	0.6152	0.7844
0.4146	9.8095	824	0.6139	0.7460	0.6139	0.7835
0.4146	9.8333	826	0.6125	0.7460	0.6125	0.7826
0.4146	9.8571	828	0.6108	0.7460	0.6108	0.7815
0.4146	9.8810	830	0.6094	0.7460	0.6094	0.7806
0.4146	9.9048	832	0.6089	0.7460	0.6089	0.7803
0.4146	9.9286	834	0.6084	0.7460	0.6084	0.7800
0.4146	9.9524	836	0.6085	0.7460	0.6085	0.7800
0.4146	9.9762	838	0.6084	0.7460	0.6084	0.7800
0.4146	10.0	840	0.6085	0.7460	0.6085	0.7801

Framework versions

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