ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_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: 0.7742
• Qwk: 0.4519
• Mse: 0.7742
• Rmse: 0.8799

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	0.0323	2	4.4848	0.0108	4.4848	2.1177
No log	0.0645	4	3.0634	-0.0072	3.0634	1.7503
No log	0.0968	6	1.6546	0.0372	1.6546	1.2863
No log	0.1290	8	1.4526	-0.0728	1.4526	1.2052
No log	0.1613	10	1.2444	0.0628	1.2444	1.1155
No log	0.1935	12	1.2394	0.1247	1.2394	1.1133
No log	0.2258	14	1.1278	0.1689	1.1278	1.0620
No log	0.2581	16	1.1359	0.3544	1.1359	1.0658
No log	0.2903	18	1.2307	0.0362	1.2307	1.1094
No log	0.3226	20	1.1612	0.1196	1.1612	1.0776
No log	0.3548	22	1.1531	0.1255	1.1531	1.0738
No log	0.3871	24	1.1078	0.1821	1.1078	1.0525
No log	0.4194	26	1.0059	0.4275	1.0059	1.0030
No log	0.4516	28	0.9430	0.4328	0.9430	0.9711
No log	0.4839	30	1.0146	0.3850	1.0146	1.0073
No log	0.5161	32	0.9186	0.5127	0.9186	0.9584
No log	0.5484	34	0.8672	0.4998	0.8672	0.9312
No log	0.5806	36	0.8329	0.5219	0.8329	0.9126
No log	0.6129	38	1.8128	0.3335	1.8128	1.3464
No log	0.6452	40	2.4136	0.1618	2.4136	1.5536
No log	0.6774	42	1.8914	0.3194	1.8914	1.3753
No log	0.7097	44	0.9700	0.4526	0.9700	0.9849
No log	0.7419	46	0.7931	0.6199	0.7931	0.8906
No log	0.7742	48	0.9043	0.4015	0.9043	0.9509
No log	0.8065	50	0.8235	0.5988	0.8235	0.9074
No log	0.8387	52	0.8231	0.6117	0.8230	0.9072
No log	0.8710	54	0.8760	0.5127	0.8760	0.9360
No log	0.9032	56	0.8861	0.4530	0.8861	0.9413
No log	0.9355	58	1.0017	0.3261	1.0017	1.0008
No log	0.9677	60	0.9622	0.3959	0.9622	0.9809
No log	1.0	62	0.7301	0.6457	0.7301	0.8545
No log	1.0323	64	0.8556	0.6303	0.8556	0.9250
No log	1.0645	66	1.1148	0.5002	1.1148	1.0558
No log	1.0968	68	1.1221	0.5274	1.1221	1.0593
No log	1.1290	70	0.8312	0.6641	0.8312	0.9117
No log	1.1613	72	0.7626	0.6163	0.7626	0.8733
No log	1.1935	74	0.7968	0.5566	0.7968	0.8927
No log	1.2258	76	0.7487	0.6380	0.7487	0.8653
No log	1.2581	78	0.8796	0.5646	0.8796	0.9379
No log	1.2903	80	0.8541	0.5635	0.8541	0.9242
No log	1.3226	82	0.7665	0.6782	0.7665	0.8755
No log	1.3548	84	0.8561	0.5440	0.8561	0.9253
No log	1.3871	86	0.8399	0.6025	0.8399	0.9165
No log	1.4194	88	0.7668	0.6108	0.7668	0.8757
No log	1.4516	90	0.7972	0.5695	0.7972	0.8929
No log	1.4839	92	0.8019	0.5832	0.8019	0.8955
No log	1.5161	94	0.8020	0.6312	0.8020	0.8955
No log	1.5484	96	0.8089	0.6151	0.8089	0.8994
No log	1.5806	98	0.7969	0.5935	0.7969	0.8927
No log	1.6129	100	0.9766	0.5401	0.9766	0.9882
No log	1.6452	102	1.0320	0.5098	1.0320	1.0159
No log	1.6774	104	0.9046	0.5636	0.9046	0.9511
No log	1.7097	106	0.7577	0.5763	0.7577	0.8705
No log	1.7419	108	0.8384	0.5414	0.8384	0.9157
No log	1.7742	110	1.2036	0.4124	1.2036	1.0971
No log	1.8065	112	1.2078	0.3746	1.2078	1.0990
No log	1.8387	114	0.8879	0.4350	0.8879	0.9423
No log	1.8710	116	0.7211	0.6095	0.7211	0.8492
No log	1.9032	118	0.8093	0.6195	0.8093	0.8996
No log	1.9355	120	0.8908	0.5842	0.8908	0.9438
No log	1.9677	122	0.7843	0.5673	0.7843	0.8856
No log	2.0	124	0.6758	0.6154	0.6758	0.8221
No log	2.0323	126	0.7269	0.5549	0.7269	0.8526
No log	2.0645	128	0.8176	0.5603	0.8176	0.9042
No log	2.0968	130	0.7685	0.5869	0.7685	0.8766
No log	2.1290	132	0.6612	0.6526	0.6612	0.8132
No log	2.1613	134	0.7348	0.6320	0.7348	0.8572
No log	2.1935	136	0.7541	0.6225	0.7541	0.8684
No log	2.2258	138	0.6916	0.5966	0.6916	0.8316
No log	2.2581	140	0.6682	0.5821	0.6682	0.8174
No log	2.2903	142	0.6800	0.6154	0.6800	0.8246
No log	2.3226	144	0.7065	0.5806	0.7065	0.8405
No log	2.3548	146	0.7320	0.5869	0.7320	0.8555
No log	2.3871	148	0.7072	0.5312	0.7072	0.8410
No log	2.4194	150	0.7717	0.5073	0.7717	0.8785
No log	2.4516	152	0.8037	0.5979	0.8037	0.8965
No log	2.4839	154	0.7306	0.5571	0.7306	0.8548
No log	2.5161	156	0.7043	0.6107	0.7043	0.8392
No log	2.5484	158	0.7058	0.6296	0.7058	0.8401
No log	2.5806	160	0.7553	0.5784	0.7553	0.8691
No log	2.6129	162	0.9510	0.5864	0.9510	0.9752
No log	2.6452	164	1.0308	0.5414	1.0308	1.0153
No log	2.6774	166	0.8739	0.5763	0.8739	0.9348
No log	2.7097	168	0.7705	0.4671	0.7705	0.8778
No log	2.7419	170	0.7817	0.4671	0.7817	0.8842
No log	2.7742	172	0.8070	0.4534	0.8070	0.8983
No log	2.8065	174	0.8088	0.5688	0.8088	0.8993
No log	2.8387	176	0.7919	0.5756	0.7919	0.8899
No log	2.8710	178	0.7332	0.6487	0.7332	0.8563
No log	2.9032	180	0.7252	0.5753	0.7252	0.8516
No log	2.9355	182	0.7368	0.5502	0.7368	0.8583
No log	2.9677	184	0.7303	0.6243	0.7303	0.8546
No log	3.0	186	0.7640	0.6252	0.7640	0.8741
No log	3.0323	188	0.8115	0.5992	0.8115	0.9008
No log	3.0645	190	0.7713	0.6026	0.7713	0.8783
No log	3.0968	192	0.7648	0.5349	0.7648	0.8745
No log	3.1290	194	0.7793	0.5555	0.7793	0.8828
No log	3.1613	196	0.8311	0.5968	0.8311	0.9117
No log	3.1935	198	1.0088	0.5584	1.0088	1.0044
No log	3.2258	200	1.1094	0.5125	1.1094	1.0533
No log	3.2581	202	0.9406	0.5700	0.9406	0.9699
No log	3.2903	204	0.7394	0.6411	0.7394	0.8599
No log	3.3226	206	0.7730	0.4932	0.7730	0.8792
No log	3.3548	208	0.8462	0.4990	0.8462	0.9199
No log	3.3871	210	0.7460	0.5098	0.7460	0.8637
No log	3.4194	212	0.7463	0.5596	0.7463	0.8639
No log	3.4516	214	0.8380	0.5796	0.8380	0.9154
No log	3.4839	216	0.8108	0.6100	0.8108	0.9005
No log	3.5161	218	0.7313	0.5555	0.7313	0.8551
No log	3.5484	220	0.7182	0.5169	0.7182	0.8475
No log	3.5806	222	0.7179	0.5382	0.7179	0.8473
No log	3.6129	224	0.6720	0.5924	0.6720	0.8197
No log	3.6452	226	0.7467	0.6400	0.7467	0.8641
No log	3.6774	228	0.8255	0.6071	0.8255	0.9086
No log	3.7097	230	0.9052	0.6032	0.9052	0.9514
No log	3.7419	232	0.8391	0.5766	0.8391	0.9160
No log	3.7742	234	0.7654	0.6110	0.7654	0.8749
No log	3.8065	236	0.6985	0.5648	0.6985	0.8357
No log	3.8387	238	0.7186	0.5477	0.7186	0.8477
No log	3.8710	240	0.7102	0.5773	0.7102	0.8427
No log	3.9032	242	0.7307	0.5500	0.7307	0.8548
No log	3.9355	244	0.7108	0.6199	0.7108	0.8431
No log	3.9677	246	0.7151	0.5336	0.7151	0.8456
No log	4.0	248	0.7982	0.4916	0.7982	0.8934
No log	4.0323	250	0.8763	0.5250	0.8763	0.9361
No log	4.0645	252	0.8764	0.5614	0.8764	0.9361
No log	4.0968	254	0.7991	0.6101	0.7991	0.8939
No log	4.1290	256	0.7564	0.5344	0.7564	0.8697
No log	4.1613	258	0.7424	0.5528	0.7424	0.8616
No log	4.1935	260	0.7443	0.5860	0.7443	0.8628
No log	4.2258	262	0.7445	0.5686	0.7445	0.8629
No log	4.2581	264	0.8044	0.5430	0.8044	0.8969
No log	4.2903	266	0.8039	0.5320	0.8039	0.8966
No log	4.3226	268	0.7745	0.5674	0.7745	0.8801
No log	4.3548	270	0.7209	0.5805	0.7209	0.8490
No log	4.3871	272	0.7310	0.5992	0.7310	0.8550
No log	4.4194	274	0.7261	0.5831	0.7261	0.8521
No log	4.4516	276	0.7631	0.5428	0.7631	0.8735
No log	4.4839	278	0.9051	0.5823	0.9051	0.9514
No log	4.5161	280	0.9454	0.5511	0.9454	0.9723
No log	4.5484	282	0.8829	0.5041	0.8829	0.9397
No log	4.5806	284	0.8060	0.5211	0.8060	0.8978
No log	4.6129	286	0.7376	0.5660	0.7376	0.8588
No log	4.6452	288	0.7215	0.5746	0.7215	0.8494
No log	4.6774	290	0.7367	0.5564	0.7367	0.8583
No log	4.7097	292	0.7769	0.5714	0.7769	0.8814
No log	4.7419	294	0.7870	0.5867	0.7870	0.8871
No log	4.7742	296	0.7318	0.5913	0.7318	0.8555
No log	4.8065	298	0.7144	0.5965	0.7144	0.8452
No log	4.8387	300	0.7410	0.5893	0.7410	0.8608
No log	4.8710	302	0.7519	0.5919	0.7519	0.8671
No log	4.9032	304	0.7077	0.4746	0.7077	0.8412
No log	4.9355	306	0.6765	0.5729	0.6765	0.8225
No log	4.9677	308	0.6792	0.6272	0.6792	0.8242
No log	5.0	310	0.6697	0.5606	0.6697	0.8183
No log	5.0323	312	0.6887	0.5946	0.6887	0.8299
No log	5.0645	314	0.7692	0.5451	0.7692	0.8770
No log	5.0968	316	0.8878	0.5354	0.8878	0.9423
No log	5.1290	318	0.9136	0.5374	0.9136	0.9558
No log	5.1613	320	0.8628	0.5326	0.8628	0.9289
No log	5.1935	322	0.7737	0.5165	0.7737	0.8796
No log	5.2258	324	0.7275	0.5766	0.7275	0.8529
No log	5.2581	326	0.7045	0.6119	0.7045	0.8393
No log	5.2903	328	0.7001	0.5766	0.7001	0.8367
No log	5.3226	330	0.7320	0.5596	0.7320	0.8555
No log	5.3548	332	0.8237	0.4938	0.8237	0.9076
No log	5.3871	334	0.8402	0.5171	0.8402	0.9166
No log	5.4194	336	0.8007	0.4657	0.8007	0.8948
No log	5.4516	338	0.7574	0.4745	0.7574	0.8703
No log	5.4839	340	0.7460	0.5144	0.7460	0.8637
No log	5.5161	342	0.7451	0.5042	0.7451	0.8632
No log	5.5484	344	0.7268	0.5948	0.7268	0.8525
No log	5.5806	346	0.7160	0.5957	0.7160	0.8461
No log	5.6129	348	0.7113	0.6144	0.7113	0.8434
No log	5.6452	350	0.7449	0.5397	0.7449	0.8631
No log	5.6774	352	0.7683	0.4832	0.7683	0.8765
No log	5.7097	354	0.7603	0.4757	0.7603	0.8719
No log	5.7419	356	0.7720	0.5343	0.7720	0.8786
No log	5.7742	358	0.7958	0.4406	0.7958	0.8921
No log	5.8065	360	0.7482	0.5429	0.7482	0.8650
No log	5.8387	362	0.7043	0.6190	0.7043	0.8393
No log	5.8710	364	0.6946	0.6487	0.6946	0.8334
No log	5.9032	366	0.6981	0.6468	0.6981	0.8355
No log	5.9355	368	0.7147	0.6324	0.7147	0.8454
No log	5.9677	370	0.7502	0.5759	0.7502	0.8662
No log	6.0	372	0.7731	0.5451	0.7731	0.8792
No log	6.0323	374	0.7762	0.5272	0.7762	0.8810
No log	6.0645	376	0.7900	0.5766	0.7900	0.8888
No log	6.0968	378	0.7381	0.5477	0.7381	0.8591
No log	6.1290	380	0.7152	0.5830	0.7152	0.8457
No log	6.1613	382	0.7355	0.5759	0.7355	0.8576
No log	6.1935	384	0.7451	0.5205	0.7451	0.8632
No log	6.2258	386	0.7674	0.4826	0.7674	0.8760
No log	6.2581	388	0.8300	0.4381	0.8300	0.9110
No log	6.2903	390	0.9158	0.4390	0.9158	0.9569
No log	6.3226	392	0.9872	0.4641	0.9872	0.9936
No log	6.3548	394	1.0001	0.4641	1.0001	1.0001
No log	6.3871	396	0.9309	0.5106	0.9309	0.9648
No log	6.4194	398	0.8407	0.5030	0.8407	0.9169
No log	6.4516	400	0.7803	0.4461	0.7803	0.8834
No log	6.4839	402	0.7842	0.4635	0.7842	0.8855
No log	6.5161	404	0.7819	0.4098	0.7819	0.8843
No log	6.5484	406	0.7508	0.5226	0.7508	0.8665
No log	6.5806	408	0.7621	0.4832	0.7621	0.8730
No log	6.6129	410	0.8009	0.4820	0.8009	0.8949
No log	6.6452	412	0.8286	0.4916	0.8286	0.9103
No log	6.6774	414	0.8411	0.4916	0.8411	0.9171
No log	6.7097	416	0.7866	0.4832	0.7866	0.8869
No log	6.7419	418	0.7388	0.4979	0.7388	0.8595
No log	6.7742	420	0.7432	0.4832	0.7432	0.8621
No log	6.8065	422	0.7410	0.5045	0.7410	0.8608
No log	6.8387	424	0.6969	0.5550	0.6969	0.8348
No log	6.8710	426	0.6563	0.5858	0.6563	0.8101
No log	6.9032	428	0.6663	0.5997	0.6663	0.8162
No log	6.9355	430	0.7328	0.5887	0.7328	0.8560
No log	6.9677	432	0.7647	0.5699	0.7647	0.8745
No log	7.0	434	0.7499	0.5120	0.7499	0.8660
No log	7.0323	436	0.6975	0.5563	0.6975	0.8352
No log	7.0645	438	0.7300	0.4963	0.7300	0.8544
No log	7.0968	440	0.7771	0.5124	0.7771	0.8815
No log	7.1290	442	0.8538	0.5227	0.8538	0.9240
No log	7.1613	444	0.8838	0.4863	0.8838	0.9401
No log	7.1935	446	0.9005	0.5198	0.9005	0.9489
No log	7.2258	448	0.8428	0.5529	0.8428	0.9180
No log	7.2581	450	0.7571	0.6132	0.7571	0.8701
No log	7.2903	452	0.6861	0.5622	0.6861	0.8283
No log	7.3226	454	0.6728	0.5962	0.6728	0.8203
No log	7.3548	456	0.6830	0.5774	0.6830	0.8264
No log	7.3871	458	0.7194	0.5124	0.7194	0.8482
No log	7.4194	460	0.7490	0.5124	0.7490	0.8655
No log	7.4516	462	0.7942	0.4968	0.7942	0.8912
No log	7.4839	464	0.8583	0.5688	0.8583	0.9264
No log	7.5161	466	0.8409	0.5969	0.8409	0.9170
No log	7.5484	468	0.7900	0.5182	0.7900	0.8888
No log	7.5806	470	0.7323	0.5124	0.7323	0.8557
No log	7.6129	472	0.7108	0.5336	0.7108	0.8431
No log	7.6452	474	0.7140	0.5358	0.7140	0.8450
No log	7.6774	476	0.7058	0.5336	0.7058	0.8401
No log	7.7097	478	0.7318	0.5471	0.7318	0.8554
No log	7.7419	480	0.8073	0.5560	0.8073	0.8985
No log	7.7742	482	0.8575	0.5638	0.8575	0.9260
No log	7.8065	484	0.8005	0.5560	0.8005	0.8947
No log	7.8387	486	0.7473	0.5346	0.7473	0.8645
No log	7.8710	488	0.7301	0.4533	0.7301	0.8544
No log	7.9032	490	0.7335	0.4180	0.7335	0.8565
No log	7.9355	492	0.7319	0.4676	0.7319	0.8555
No log	7.9677	494	0.7261	0.4995	0.7261	0.8521
No log	8.0	496	0.7128	0.5397	0.7128	0.8442
No log	8.0323	498	0.7241	0.5374	0.7241	0.8509
0.3408	8.0645	500	0.7355	0.4979	0.7355	0.8576
0.3408	8.0968	502	0.7477	0.4757	0.7477	0.8647
0.3408	8.1290	504	0.7385	0.4893	0.7385	0.8594
0.3408	8.1613	506	0.7349	0.5183	0.7349	0.8573
0.3408	8.1935	508	0.7344	0.5094	0.7344	0.8570
0.3408	8.2258	510	0.7508	0.5374	0.7508	0.8665
0.3408	8.2581	512	0.7635	0.5542	0.7635	0.8738
0.3408	8.2903	514	0.7383	0.5880	0.7383	0.8592
0.3408	8.3226	516	0.7133	0.5936	0.7133	0.8446
0.3408	8.3548	518	0.6990	0.5781	0.6990	0.8361
0.3408	8.3871	520	0.7142	0.5501	0.7142	0.8451
0.3408	8.4194	522	0.7469	0.5374	0.7469	0.8642
0.3408	8.4516	524	0.7627	0.5471	0.7627	0.8733
0.3408	8.4839	526	0.7861	0.5471	0.7861	0.8866
0.3408	8.5161	528	0.7813	0.5270	0.7813	0.8839
0.3408	8.5484	530	0.7487	0.5154	0.7487	0.8653
0.3408	8.5806	532	0.7352	0.5322	0.7352	0.8575
0.3408	8.6129	534	0.7695	0.4555	0.7695	0.8772
0.3408	8.6452	536	0.7814	0.4331	0.7814	0.8839
0.3408	8.6774	538	0.7760	0.4428	0.7760	0.8809
0.3408	8.7097	540	0.7897	0.5173	0.7897	0.8886
0.3408	8.7419	542	0.8479	0.5142	0.8479	0.9208
0.3408	8.7742	544	0.8696	0.5347	0.8696	0.9325
0.3408	8.8065	546	0.8607	0.5796	0.8607	0.9277
0.3408	8.8387	548	0.8245	0.5561	0.8245	0.9080
0.3408	8.8710	550	0.7703	0.6077	0.7703	0.8777
0.3408	8.9032	552	0.7371	0.6023	0.7371	0.8586
0.3408	8.9355	554	0.7406	0.5914	0.7406	0.8606
0.3408	8.9677	556	0.7785	0.5920	0.7785	0.8823
0.3408	9.0	558	0.8070	0.5899	0.8070	0.8983
0.3408	9.0323	560	0.8297	0.5876	0.8297	0.9109
0.3408	9.0645	562	0.8878	0.5637	0.8878	0.9423
0.3408	9.0968	564	0.9290	0.5591	0.9290	0.9638
0.3408	9.1290	566	0.8877	0.5638	0.8877	0.9422
0.3408	9.1613	568	0.8118	0.5467	0.8118	0.9010
0.3408	9.1935	570	0.7813	0.4381	0.7813	0.8839
0.3408	9.2258	572	0.7833	0.4498	0.7833	0.8851
0.3408	9.2581	574	0.7822	0.5188	0.7822	0.8844
0.3408	9.2903	576	0.7158	0.6311	0.7158	0.8460
0.3408	9.3226	578	0.6606	0.6328	0.6606	0.8128
0.3408	9.3548	580	0.6463	0.7106	0.6463	0.8039
0.3408	9.3871	582	0.6934	0.6518	0.6934	0.8327
0.3408	9.4194	584	0.7442	0.6429	0.7442	0.8627
0.3408	9.4516	586	0.8151	0.5952	0.8151	0.9028
0.3408	9.4839	588	0.8147	0.5952	0.8147	0.9026
0.3408	9.5161	590	0.7549	0.6194	0.7549	0.8689
0.3408	9.5484	592	0.7087	0.5698	0.7087	0.8418
0.3408	9.5806	594	0.7096	0.5698	0.7096	0.8424
0.3408	9.6129	596	0.7308	0.5698	0.7308	0.8549
0.3408	9.6452	598	0.7835	0.5710	0.7835	0.8852
0.3408	9.6774	600	0.8437	0.5962	0.8437	0.9186
0.3408	9.7097	602	0.8786	0.5614	0.8786	0.9373
0.3408	9.7419	604	0.8497	0.5962	0.8497	0.9218
0.3408	9.7742	606	0.8029	0.5796	0.8029	0.8960
0.3408	9.8065	608	0.7615	0.5727	0.7615	0.8726
0.3408	9.8387	610	0.7475	0.4789	0.7475	0.8646
0.3408	9.8710	612	0.7685	0.5387	0.7685	0.8766
0.3408	9.9032	614	0.7822	0.5312	0.7822	0.8844
0.3408	9.9355	616	0.7685	0.5155	0.7685	0.8767
0.3408	9.9677	618	0.7714	0.4637	0.7714	0.8783
0.3408	10.0	620	0.8334	0.5517	0.8334	0.9129
0.3408	10.0323	622	0.8950	0.5417	0.8950	0.9460
0.3408	10.0645	624	0.9070	0.5395	0.9070	0.9524
0.3408	10.0968	626	0.8708	0.5130	0.8708	0.9332
0.3408	10.1290	628	0.8234	0.5447	0.8234	0.9074
0.3408	10.1613	630	0.7795	0.5569	0.7795	0.8829
0.3408	10.1935	632	0.7595	0.4768	0.7595	0.8715
0.3408	10.2258	634	0.7534	0.4768	0.7534	0.8680
0.3408	10.2581	636	0.7530	0.4768	0.7530	0.8678
0.3408	10.2903	638	0.7514	0.5125	0.7514	0.8668
0.3408	10.3226	640	0.7489	0.4912	0.7489	0.8654
0.3408	10.3548	642	0.7374	0.5552	0.7374	0.8587
0.3408	10.3871	644	0.7543	0.5498	0.7543	0.8685
0.3408	10.4194	646	0.7845	0.5880	0.7845	0.8857
0.3408	10.4516	648	0.7983	0.5182	0.7983	0.8935
0.3408	10.4839	650	0.7831	0.5201	0.7831	0.8849
0.3408	10.5161	652	0.7628	0.5471	0.7628	0.8734
0.3408	10.5484	654	0.7410	0.5606	0.7410	0.8608
0.3408	10.5806	656	0.7386	0.5634	0.7386	0.8594
0.3408	10.6129	658	0.7328	0.5606	0.7328	0.8561
0.3408	10.6452	660	0.7258	0.5606	0.7258	0.8520
0.3408	10.6774	662	0.7116	0.5606	0.7116	0.8436
0.3408	10.7097	664	0.7089	0.5796	0.7089	0.8420
0.3408	10.7419	666	0.7147	0.6578	0.7147	0.8454
0.3408	10.7742	668	0.7627	0.5898	0.7627	0.8733
0.3408	10.8065	670	0.7765	0.5374	0.7765	0.8812
0.3408	10.8387	672	0.7516	0.5542	0.7516	0.8669
0.3408	10.8710	674	0.7208	0.5242	0.7208	0.8490
0.3408	10.9032	676	0.7022	0.5729	0.7022	0.8380
0.3408	10.9355	678	0.6893	0.5701	0.6893	0.8302
0.3408	10.9677	680	0.6733	0.6232	0.6733	0.8206
0.3408	11.0	682	0.6811	0.6556	0.6811	0.8253
0.3408	11.0323	684	0.7113	0.6209	0.7113	0.8434
0.3408	11.0645	686	0.7353	0.5353	0.7353	0.8575
0.3408	11.0968	688	0.7671	0.5374	0.7671	0.8758
0.3408	11.1290	690	0.7608	0.5303	0.7608	0.8722
0.3408	11.1613	692	0.7420	0.5211	0.7420	0.8614
0.3408	11.1935	694	0.7473	0.5585	0.7473	0.8644
0.3408	11.2258	696	0.7756	0.5374	0.7756	0.8807
0.3408	11.2581	698	0.8187	0.5600	0.8187	0.9048
0.3408	11.2903	700	0.8514	0.5776	0.8514	0.9227
0.3408	11.3226	702	0.8320	0.5600	0.8320	0.9121
0.3408	11.3548	704	0.7690	0.5374	0.7690	0.8769
0.3408	11.3871	706	0.7293	0.5013	0.7293	0.8540
0.3408	11.4194	708	0.6801	0.4948	0.6801	0.8247
0.3408	11.4516	710	0.6460	0.5770	0.6460	0.8037
0.3408	11.4839	712	0.6503	0.6288	0.6503	0.8064
0.3408	11.5161	714	0.6601	0.6082	0.6601	0.8125
0.3408	11.5484	716	0.6672	0.5606	0.6672	0.8168
0.3408	11.5806	718	0.7051	0.4948	0.7051	0.8397
0.3408	11.6129	720	0.7819	0.5374	0.7819	0.8843
0.3408	11.6452	722	0.8863	0.5749	0.8863	0.9414
0.3408	11.6774	724	0.9544	0.5265	0.9544	0.9769
0.3408	11.7097	726	0.9345	0.5283	0.9345	0.9667
0.3408	11.7419	728	0.8727	0.5532	0.8727	0.9342
0.3408	11.7742	730	0.8361	0.4398	0.8361	0.9144
0.3408	11.8065	732	0.8139	0.4765	0.8139	0.9022
0.3408	11.8387	734	0.8064	0.4916	0.8064	0.8980
0.3408	11.8710	736	0.8142	0.5730	0.8142	0.9023
0.3408	11.9032	738	0.7873	0.5763	0.7873	0.8873
0.3408	11.9355	740	0.7243	0.5791	0.7243	0.8511
0.3408	11.9677	742	0.6995	0.5498	0.6995	0.8363
0.3408	12.0	744	0.7222	0.5569	0.7222	0.8498
0.3408	12.0323	746	0.7721	0.5447	0.7721	0.8787
0.3408	12.0645	748	0.8004	0.5636	0.8004	0.8947
0.3408	12.0968	750	0.7797	0.4820	0.7797	0.8830
0.3408	12.1290	752	0.7491	0.5173	0.7491	0.8655
0.3408	12.1613	754	0.7168	0.5107	0.7168	0.8467
0.3408	12.1935	756	0.7068	0.5125	0.7068	0.8407
0.3408	12.2258	758	0.7016	0.5125	0.7016	0.8376
0.3408	12.2581	760	0.6975	0.5094	0.6975	0.8352
0.3408	12.2903	762	0.7172	0.5094	0.7172	0.8468
0.3408	12.3226	764	0.7605	0.5173	0.7605	0.8721
0.3408	12.3548	766	0.8055	0.4820	0.8055	0.8975
0.3408	12.3871	768	0.8316	0.4820	0.8316	0.9119
0.3408	12.4194	770	0.8335	0.4820	0.8335	0.9130
0.3408	12.4516	772	0.8064	0.4611	0.8064	0.8980
0.3408	12.4839	774	0.7742	0.4519	0.7742	0.8799

Framework versions

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