ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k16_task5_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: 0.7013
• Qwk: 0.5259
• Mse: 0.7013
• Rmse: 0.8374

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	0.0385	2	3.8549	-0.0453	3.8549	1.9634
No log	0.0769	4	2.2415	0.0159	2.2415	1.4972
No log	0.1154	6	2.1716	-0.0007	2.1716	1.4736
No log	0.1538	8	1.9096	0.0008	1.9096	1.3819
No log	0.1923	10	1.5409	-0.0113	1.5409	1.2413
No log	0.2308	12	1.2084	-0.0032	1.2084	1.0993
No log	0.2692	14	1.2841	0.0	1.2841	1.1332
No log	0.3077	16	1.4716	0.0	1.4716	1.2131
No log	0.3462	18	1.2957	0.0	1.2957	1.1383
No log	0.3846	20	1.0894	0.2074	1.0894	1.0437
No log	0.4231	22	1.0702	0.3645	1.0702	1.0345
No log	0.4615	24	1.1163	0.2513	1.1163	1.0565
No log	0.5	26	1.2116	0.0878	1.2116	1.1007
No log	0.5385	28	1.5137	0.0	1.5137	1.2303
No log	0.5769	30	1.3932	0.0	1.3932	1.1803
No log	0.6154	32	1.1616	0.1645	1.1616	1.0778
No log	0.6538	34	1.1560	0.2212	1.1560	1.0752
No log	0.6923	36	1.2268	0.1602	1.2268	1.1076
No log	0.7308	38	1.2108	0.0967	1.2108	1.1003
No log	0.7692	40	1.1525	0.1805	1.1525	1.0736
No log	0.8077	42	1.0787	0.1370	1.0787	1.0386
No log	0.8462	44	1.0559	0.1978	1.0559	1.0276
No log	0.8846	46	1.0567	0.2097	1.0567	1.0280
No log	0.9231	48	1.1638	0.1422	1.1638	1.0788
No log	0.9615	50	1.9048	0.1324	1.9048	1.3801
No log	1.0	52	2.6834	0.0546	2.6834	1.6381
No log	1.0385	54	2.5501	0.0746	2.5501	1.5969
No log	1.0769	56	1.8167	0.2097	1.8167	1.3479
No log	1.1154	58	1.1775	0.1667	1.1775	1.0851
No log	1.1538	60	1.0001	0.2114	1.0001	1.0001
No log	1.1923	62	1.0026	0.2161	1.0026	1.0013
No log	1.2308	64	1.0029	0.2474	1.0029	1.0014
No log	1.2692	66	0.9588	0.2316	0.9588	0.9792
No log	1.3077	68	0.9537	0.2912	0.9537	0.9766
No log	1.3462	70	0.9229	0.2976	0.9229	0.9607
No log	1.3846	72	0.8989	0.3335	0.8989	0.9481
No log	1.4231	74	0.8729	0.3838	0.8729	0.9343
No log	1.4615	76	0.8770	0.3941	0.8770	0.9365
No log	1.5	78	0.8589	0.3236	0.8589	0.9268
No log	1.5385	80	0.9611	0.3165	0.9611	0.9804
No log	1.5769	82	1.0029	0.2662	1.0029	1.0014
No log	1.6154	84	0.9622	0.2496	0.9622	0.9809
No log	1.6538	86	0.8926	0.4368	0.8926	0.9448
No log	1.6923	88	0.9634	0.4218	0.9634	0.9815
No log	1.7308	90	0.9120	0.3862	0.9120	0.9550
No log	1.7692	92	0.8651	0.3797	0.8651	0.9301
No log	1.8077	94	1.0138	0.3867	1.0138	1.0069
No log	1.8462	96	1.0999	0.2816	1.0999	1.0488
No log	1.8846	98	0.8916	0.3458	0.8916	0.9442
No log	1.9231	100	0.8201	0.4952	0.8201	0.9056
No log	1.9615	102	0.9805	0.3759	0.9805	0.9902
No log	2.0	104	0.9293	0.3826	0.9293	0.9640
No log	2.0385	106	0.7670	0.5305	0.7670	0.8758
No log	2.0769	108	0.7667	0.5085	0.7667	0.8756
No log	2.1154	110	0.7962	0.4418	0.7962	0.8923
No log	2.1538	112	0.7486	0.5450	0.7486	0.8652
No log	2.1923	114	0.9063	0.4326	0.9063	0.9520
No log	2.2308	116	1.0811	0.3224	1.0811	1.0398
No log	2.2692	118	1.0251	0.3059	1.0251	1.0125
No log	2.3077	120	0.8572	0.4460	0.8572	0.9258
No log	2.3462	122	0.8236	0.4388	0.8236	0.9075
No log	2.3846	124	0.8361	0.4313	0.8361	0.9144
No log	2.4231	126	0.8512	0.3454	0.8512	0.9226
No log	2.4615	128	1.0241	0.3021	1.0241	1.0120
No log	2.5	130	1.1271	0.2386	1.1271	1.0616
No log	2.5385	132	1.0328	0.3224	1.0328	1.0163
No log	2.5769	134	0.8615	0.4968	0.8615	0.9282
No log	2.6154	136	0.8072	0.4893	0.8072	0.8985
No log	2.6538	138	0.8097	0.4770	0.8097	0.8998
No log	2.6923	140	0.8302	0.4854	0.8302	0.9111
No log	2.7308	142	0.8487	0.4696	0.8487	0.9213
No log	2.7692	144	0.7738	0.4494	0.7738	0.8797
No log	2.8077	146	0.7401	0.5432	0.7401	0.8603
No log	2.8462	148	0.7456	0.5199	0.7456	0.8635
No log	2.8846	150	0.7688	0.4752	0.7688	0.8768
No log	2.9231	152	0.7331	0.5783	0.7331	0.8562
No log	2.9615	154	0.7394	0.5018	0.7394	0.8599
No log	3.0	156	0.7455	0.4731	0.7455	0.8634
No log	3.0385	158	0.7305	0.4882	0.7305	0.8547
No log	3.0769	160	0.7279	0.5441	0.7279	0.8532
No log	3.1154	162	0.7071	0.5315	0.7071	0.8409
No log	3.1538	164	0.6959	0.5669	0.6959	0.8342
No log	3.1923	166	0.6855	0.5516	0.6855	0.8279
No log	3.2308	168	0.6919	0.5415	0.6919	0.8318
No log	3.2692	170	0.7329	0.5326	0.7329	0.8561
No log	3.3077	172	0.7012	0.5202	0.7012	0.8374
No log	3.3462	174	0.6992	0.5328	0.6992	0.8362
No log	3.3846	176	0.6858	0.5409	0.6858	0.8282
No log	3.4231	178	0.7351	0.4898	0.7351	0.8574
No log	3.4615	180	0.6952	0.5098	0.6952	0.8338
No log	3.5	182	0.6665	0.6335	0.6665	0.8164
No log	3.5385	184	0.7323	0.5885	0.7323	0.8557
No log	3.5769	186	0.7104	0.6774	0.7104	0.8428
No log	3.6154	188	0.6851	0.6758	0.6851	0.8277
No log	3.6538	190	0.6576	0.6138	0.6576	0.8110
No log	3.6923	192	0.6715	0.6256	0.6715	0.8195
No log	3.7308	194	0.7731	0.5385	0.7731	0.8792
No log	3.7692	196	0.8190	0.5157	0.8190	0.9050
No log	3.8077	198	0.7631	0.5516	0.7631	0.8736
No log	3.8462	200	0.7011	0.5943	0.7011	0.8373
No log	3.8846	202	0.7091	0.6014	0.7091	0.8421
No log	3.9231	204	0.7931	0.4708	0.7931	0.8905
No log	3.9615	206	0.7791	0.5422	0.7791	0.8827
No log	4.0	208	0.6667	0.5944	0.6667	0.8165
No log	4.0385	210	0.6563	0.5945	0.6563	0.8101
No log	4.0769	212	0.6533	0.6134	0.6533	0.8083
No log	4.1154	214	0.6672	0.6370	0.6672	0.8168
No log	4.1538	216	0.7647	0.5059	0.7647	0.8745
No log	4.1923	218	0.8738	0.4792	0.8738	0.9348
No log	4.2308	220	0.8255	0.4681	0.8255	0.9086
No log	4.2692	222	0.7307	0.5108	0.7307	0.8548
No log	4.3077	224	0.7062	0.4841	0.7062	0.8404
No log	4.3462	226	0.7015	0.4975	0.7015	0.8375
No log	4.3846	228	0.6832	0.5783	0.6832	0.8265
No log	4.4231	230	0.7538	0.5673	0.7538	0.8682
No log	4.4615	232	0.7678	0.5400	0.7678	0.8762
No log	4.5	234	0.6936	0.5597	0.6936	0.8328
No log	4.5385	236	0.6761	0.5288	0.6761	0.8223
No log	4.5769	238	0.6873	0.5142	0.6873	0.8291
No log	4.6154	240	0.7109	0.5010	0.7109	0.8431
No log	4.6538	242	0.7275	0.4230	0.7275	0.8529
No log	4.6923	244	0.7865	0.3733	0.7865	0.8869
No log	4.7308	246	0.8023	0.4141	0.8023	0.8957
No log	4.7692	248	0.7548	0.3902	0.7548	0.8688
No log	4.8077	250	0.7941	0.4845	0.7941	0.8911
No log	4.8462	252	0.8477	0.4739	0.8477	0.9207
No log	4.8846	254	0.7524	0.4845	0.7524	0.8674
No log	4.9231	256	0.7392	0.4211	0.7392	0.8597
No log	4.9615	258	0.7769	0.4972	0.7769	0.8814
No log	5.0	260	0.7322	0.5232	0.7322	0.8557
No log	5.0385	262	0.6984	0.5798	0.6984	0.8357
No log	5.0769	264	0.6731	0.5710	0.6731	0.8204
No log	5.1154	266	0.6728	0.5605	0.6728	0.8203
No log	5.1538	268	0.7316	0.5925	0.7316	0.8554
No log	5.1923	270	0.7227	0.5231	0.7227	0.8501
No log	5.2308	272	0.7104	0.5925	0.7104	0.8429
No log	5.2692	274	0.6613	0.5259	0.6613	0.8132
No log	5.3077	276	0.6431	0.5054	0.6431	0.8019
No log	5.3462	278	0.6404	0.5763	0.6404	0.8002
No log	5.3846	280	0.6772	0.5799	0.6772	0.8229
No log	5.4231	282	0.6639	0.5822	0.6639	0.8148
No log	5.4615	284	0.6217	0.5700	0.6217	0.7885
No log	5.5	286	0.6346	0.5503	0.6346	0.7966
No log	5.5385	288	0.6441	0.5375	0.6441	0.8026
No log	5.5769	290	0.6560	0.5048	0.6560	0.8100
No log	5.6154	292	0.6854	0.4990	0.6854	0.8279
No log	5.6538	294	0.6776	0.4960	0.6776	0.8232
No log	5.6923	296	0.6809	0.4692	0.6809	0.8252
No log	5.7308	298	0.6936	0.5188	0.6936	0.8328
No log	5.7692	300	0.6958	0.5614	0.6958	0.8341
No log	5.8077	302	0.7209	0.5540	0.7209	0.8491
No log	5.8462	304	0.7118	0.5467	0.7118	0.8437
No log	5.8846	306	0.7564	0.3915	0.7564	0.8697
No log	5.9231	308	0.7695	0.4	0.7695	0.8772
No log	5.9615	310	0.7526	0.4211	0.7526	0.8675
No log	6.0	312	0.7318	0.4211	0.7318	0.8555
No log	6.0385	314	0.7051	0.4794	0.7051	0.8397
No log	6.0769	316	0.7286	0.4592	0.7286	0.8536
No log	6.1154	318	0.7357	0.4747	0.7357	0.8577
No log	6.1538	320	0.7328	0.5912	0.7328	0.8560
No log	6.1923	322	0.6963	0.5662	0.6963	0.8344
No log	6.2308	324	0.6919	0.5622	0.6919	0.8318
No log	6.2692	326	0.6901	0.5516	0.6901	0.8307
No log	6.3077	328	0.6921	0.4794	0.6921	0.8319
No log	6.3462	330	0.7484	0.3915	0.7484	0.8651
No log	6.3846	332	0.7654	0.4347	0.7654	0.8749
No log	6.4231	334	0.6802	0.4794	0.6802	0.8248
No log	6.4615	336	0.6965	0.5498	0.6965	0.8346
No log	6.5	338	0.7633	0.5655	0.7633	0.8737
No log	6.5385	340	0.7513	0.5655	0.7513	0.8668
No log	6.5769	342	0.6521	0.5494	0.6521	0.8076
No log	6.6154	344	0.6272	0.6526	0.6272	0.7920
No log	6.6538	346	0.6280	0.6526	0.6280	0.7925
No log	6.6923	348	0.6301	0.6138	0.6301	0.7938
No log	6.7308	350	0.6661	0.5788	0.6661	0.8162
No log	6.7692	352	0.7721	0.5844	0.7721	0.8787
No log	6.8077	354	0.7763	0.5844	0.7763	0.8811
No log	6.8462	356	0.6830	0.5602	0.6830	0.8264
No log	6.8846	358	0.6754	0.5093	0.6754	0.8218
No log	6.9231	360	0.6950	0.4845	0.6950	0.8337
No log	6.9615	362	0.6835	0.5093	0.6835	0.8267
No log	7.0	364	0.6802	0.4642	0.6802	0.8247
No log	7.0385	366	0.7147	0.5292	0.7147	0.8454
No log	7.0769	368	0.7230	0.5266	0.7230	0.8503
No log	7.1154	370	0.6706	0.5472	0.6706	0.8189
No log	7.1538	372	0.6576	0.5188	0.6576	0.8109
No log	7.1923	374	0.6549	0.5659	0.6549	0.8093
No log	7.2308	376	0.6425	0.6113	0.6425	0.8015
No log	7.2692	378	0.7161	0.5766	0.7161	0.8462
No log	7.3077	380	0.7555	0.5115	0.7555	0.8692
No log	7.3462	382	0.7521	0.5115	0.7521	0.8673
No log	7.3846	384	0.6779	0.5975	0.6779	0.8234
No log	7.4231	386	0.6570	0.5215	0.6570	0.8105
No log	7.4615	388	0.7191	0.4671	0.7191	0.8480
No log	7.5	390	0.7044	0.5121	0.7044	0.8393
No log	7.5385	392	0.6677	0.5329	0.6677	0.8171
No log	7.5769	394	0.6787	0.6559	0.6787	0.8238
No log	7.6154	396	0.7942	0.4789	0.7942	0.8912
No log	7.6538	398	0.8737	0.4667	0.8737	0.9347
No log	7.6923	400	0.8250	0.4783	0.8250	0.9083
No log	7.7308	402	0.7120	0.6147	0.7120	0.8438
No log	7.7692	404	0.6648	0.6241	0.6648	0.8154
No log	7.8077	406	0.6809	0.6099	0.6809	0.8252
No log	7.8462	408	0.7087	0.6071	0.7087	0.8418
No log	7.8846	410	0.6949	0.6377	0.6949	0.8336
No log	7.9231	412	0.6634	0.5405	0.6634	0.8145
No log	7.9615	414	0.6886	0.5098	0.6886	0.8298
No log	8.0	416	0.6830	0.5098	0.6830	0.8264
No log	8.0385	418	0.6600	0.5288	0.6600	0.8124
No log	8.0769	420	0.6986	0.5540	0.6986	0.8358
No log	8.1154	422	0.6825	0.5504	0.6825	0.8261
No log	8.1538	424	0.6657	0.5709	0.6657	0.8159
No log	8.1923	426	0.6739	0.4851	0.6739	0.8209
No log	8.2308	428	0.6917	0.5042	0.6917	0.8317
No log	8.2692	430	0.7092	0.4658	0.7092	0.8421
No log	8.3077	432	0.6994	0.5026	0.6994	0.8363
No log	8.3462	434	0.6755	0.4914	0.6755	0.8219
No log	8.3846	436	0.6468	0.5084	0.6468	0.8043
No log	8.4231	438	0.6630	0.5459	0.6630	0.8142
No log	8.4615	440	0.6437	0.5450	0.6437	0.8023
No log	8.5	442	0.6058	0.5923	0.6058	0.7783
No log	8.5385	444	0.6107	0.5759	0.6107	0.7815
No log	8.5769	446	0.6232	0.5301	0.6232	0.7894
No log	8.6154	448	0.6181	0.5669	0.6181	0.7862
No log	8.6538	450	0.6003	0.5505	0.6003	0.7748
No log	8.6923	452	0.6001	0.5614	0.6001	0.7747
No log	8.7308	454	0.6011	0.6035	0.6011	0.7753
No log	8.7692	456	0.6102	0.5647	0.6102	0.7812
No log	8.8077	458	0.6228	0.5933	0.6228	0.7892
No log	8.8462	460	0.6127	0.6013	0.6127	0.7827
No log	8.8846	462	0.6252	0.5543	0.6252	0.7907
No log	8.9231	464	0.6317	0.5422	0.6317	0.7948
No log	8.9615	466	0.6352	0.5666	0.6352	0.7970
No log	9.0	468	0.6483	0.5890	0.6483	0.8052
No log	9.0385	470	0.6245	0.6011	0.6245	0.7902
No log	9.0769	472	0.6238	0.6011	0.6238	0.7898
No log	9.1154	474	0.6514	0.5865	0.6514	0.8071
No log	9.1538	476	0.6951	0.5759	0.6951	0.8337
No log	9.1923	478	0.6639	0.5674	0.6639	0.8148
No log	9.2308	480	0.6274	0.5587	0.6274	0.7921
No log	9.2692	482	0.6257	0.5950	0.6257	0.7910
No log	9.3077	484	0.6142	0.5950	0.6142	0.7837
No log	9.3462	486	0.6074	0.6094	0.6074	0.7794
No log	9.3846	488	0.6529	0.6081	0.6529	0.8080
No log	9.4231	490	0.7430	0.5705	0.7430	0.8620
No log	9.4615	492	0.7360	0.5521	0.7360	0.8579
No log	9.5	494	0.6550	0.5740	0.6550	0.8093
No log	9.5385	496	0.6012	0.5983	0.6012	0.7753
No log	9.5769	498	0.6130	0.5459	0.6130	0.7829
0.3085	9.6154	500	0.6056	0.5450	0.6056	0.7782
0.3085	9.6538	502	0.6147	0.6165	0.6147	0.7841
0.3085	9.6923	504	0.6644	0.5504	0.6644	0.8151
0.3085	9.7308	506	0.6941	0.5356	0.6941	0.8331
0.3085	9.7692	508	0.6515	0.5740	0.6515	0.8072
0.3085	9.8077	510	0.6198	0.6548	0.6198	0.7873
0.3085	9.8462	512	0.6109	0.5681	0.6109	0.7816
0.3085	9.8846	514	0.6305	0.5653	0.6305	0.7940
0.3085	9.9231	516	0.6119	0.5650	0.6119	0.7823
0.3085	9.9615	518	0.6055	0.6370	0.6055	0.7781
0.3085	10.0	520	0.7051	0.5330	0.7051	0.8397
0.3085	10.0385	522	0.7904	0.5668	0.7904	0.8891
0.3085	10.0769	524	0.7644	0.5668	0.7644	0.8743
0.3085	10.1154	526	0.6566	0.5788	0.6566	0.8103
0.3085	10.1538	528	0.6128	0.5966	0.6128	0.7828
0.3085	10.1923	530	0.6464	0.5459	0.6464	0.8040
0.3085	10.2308	532	0.6680	0.5459	0.6680	0.8173
0.3085	10.2692	534	0.6533	0.5212	0.6533	0.8083
0.3085	10.3077	536	0.6588	0.5259	0.6588	0.8116
0.3085	10.3462	538	0.7187	0.5181	0.7187	0.8478
0.3085	10.3846	540	0.7273	0.5026	0.7273	0.8528
0.3085	10.4231	542	0.6648	0.5504	0.6648	0.8154
0.3085	10.4615	544	0.5973	0.5932	0.5973	0.7729
0.3085	10.5	546	0.5730	0.6437	0.5730	0.7570
0.3085	10.5385	548	0.5923	0.6058	0.5923	0.7696
0.3085	10.5769	550	0.6089	0.6058	0.6089	0.7803
0.3085	10.6154	552	0.6171	0.5212	0.6171	0.7855
0.3085	10.6538	554	0.6173	0.4966	0.6173	0.7857
0.3085	10.6923	556	0.6169	0.5570	0.6169	0.7854
0.3085	10.7308	558	0.6344	0.5422	0.6344	0.7965
0.3085	10.7692	560	0.6353	0.5288	0.6353	0.7971
0.3085	10.8077	562	0.6104	0.5666	0.6104	0.7813
0.3085	10.8462	564	0.5933	0.5549	0.5933	0.7703
0.3085	10.8846	566	0.5820	0.6332	0.5820	0.7629
0.3085	10.9231	568	0.6179	0.5833	0.6179	0.7860
0.3085	10.9615	570	0.6528	0.6377	0.6528	0.8080
0.3085	11.0	572	0.6674	0.6269	0.6674	0.8170
0.3085	11.0385	574	0.7218	0.6132	0.7218	0.8496
0.3085	11.0769	576	0.7190	0.6004	0.7190	0.8479
0.3085	11.1154	578	0.6623	0.6255	0.6623	0.8138
0.3085	11.1538	580	0.6235	0.5771	0.6235	0.7896
0.3085	11.1923	582	0.6317	0.4968	0.6317	0.7948
0.3085	11.2308	584	0.7023	0.6018	0.7023	0.8380
0.3085	11.2692	586	0.7653	0.5592	0.7653	0.8748
0.3085	11.3077	588	0.7490	0.5902	0.7490	0.8655
0.3085	11.3462	590	0.6589	0.6065	0.6589	0.8117
0.3085	11.3846	592	0.5740	0.6214	0.5740	0.7576
0.3085	11.4231	594	0.5682	0.6076	0.5682	0.7538
0.3085	11.4615	596	0.5665	0.6076	0.5665	0.7526
0.3085	11.5	598	0.5684	0.6442	0.5684	0.7539
0.3085	11.5385	600	0.5923	0.6174	0.5923	0.7696
0.3085	11.5769	602	0.6039	0.5759	0.6039	0.7771
0.3085	11.6154	604	0.6129	0.5498	0.6129	0.7829
0.3085	11.6538	606	0.6916	0.5470	0.6916	0.8316
0.3085	11.6923	608	0.8080	0.5636	0.8080	0.8989
0.3085	11.7308	610	0.8109	0.5821	0.8109	0.9005
0.3085	11.7692	612	0.7280	0.5470	0.7280	0.8533
0.3085	11.8077	614	0.6419	0.5844	0.6419	0.8012
0.3085	11.8462	616	0.6104	0.5785	0.6104	0.7813
0.3085	11.8846	618	0.6129	0.6067	0.6129	0.7829
0.3085	11.9231	620	0.6216	0.5894	0.6216	0.7884
0.3085	11.9615	622	0.6216	0.5898	0.6216	0.7884
0.3085	12.0	624	0.6395	0.5361	0.6395	0.7997
0.3085	12.0385	626	0.6689	0.5160	0.6689	0.8179
0.3085	12.0769	628	0.6494	0.5208	0.6494	0.8058
0.3085	12.1154	630	0.6273	0.5859	0.6273	0.7920
0.3085	12.1538	632	0.6312	0.5894	0.6312	0.7945
0.3085	12.1923	634	0.6735	0.6140	0.6735	0.8207
0.3085	12.2308	636	0.6644	0.6120	0.6644	0.8151
0.3085	12.2692	638	0.6053	0.6322	0.6053	0.7780
0.3085	12.3077	640	0.5836	0.6547	0.5836	0.7640
0.3085	12.3462	642	0.5779	0.6196	0.5779	0.7602
0.3085	12.3846	644	0.5862	0.6196	0.5862	0.7657
0.3085	12.4231	646	0.5969	0.6196	0.5969	0.7726
0.3085	12.4615	648	0.6070	0.6087	0.6070	0.7791
0.3085	12.5	650	0.6195	0.6327	0.6195	0.7871
0.3085	12.5385	652	0.6119	0.6087	0.6119	0.7822
0.3085	12.5769	654	0.6066	0.5977	0.6066	0.7788
0.3085	12.6154	656	0.6073	0.5386	0.6073	0.7793
0.3085	12.6538	658	0.6279	0.5712	0.6279	0.7924
0.3085	12.6923	660	0.6696	0.5869	0.6696	0.8183
0.3085	12.7308	662	0.6806	0.5869	0.6806	0.8250
0.3085	12.7692	664	0.6938	0.5305	0.6938	0.8329
0.3085	12.8077	666	0.6879	0.4745	0.6879	0.8294
0.3085	12.8462	668	0.6729	0.5503	0.6729	0.8203
0.3085	12.8846	670	0.6517	0.5943	0.6517	0.8073
0.3085	12.9231	672	0.6512	0.5996	0.6512	0.8069
0.3085	12.9615	674	0.6388	0.6113	0.6388	0.7993
0.3085	13.0	676	0.6455	0.5822	0.6455	0.8034
0.3085	13.0385	678	0.6533	0.5631	0.6533	0.8083
0.3085	13.0769	680	0.6742	0.5274	0.6742	0.8211
0.3085	13.1154	682	0.6903	0.5246	0.6903	0.8308
0.3085	13.1538	684	0.7125	0.5634	0.7125	0.8441
0.3085	13.1923	686	0.6957	0.5774	0.6957	0.8341
0.3085	13.2308	688	0.6727	0.4908	0.6727	0.8202
0.3085	13.2692	690	0.6578	0.5302	0.6578	0.8110
0.3085	13.3077	692	0.6597	0.4908	0.6597	0.8122
0.3085	13.3462	694	0.6900	0.5774	0.6900	0.8306
0.3085	13.3846	696	0.7329	0.5595	0.7329	0.8561
0.3085	13.4231	698	0.7396	0.5292	0.7396	0.8600
0.3085	13.4615	700	0.7301	0.5429	0.7301	0.8545
0.3085	13.5	702	0.7138	0.5331	0.7138	0.8449
0.3085	13.5385	704	0.7065	0.5331	0.7065	0.8405
0.3085	13.5769	706	0.7013	0.5259	0.7013	0.8374

Framework versions

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