ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k2_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: 0.8852
• Qwk: 0.6587
• Mse: 0.8852
• Rmse: 0.9408

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: 16
• eval_batch_size: 16
• 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	0.2857	2	7.9213	-0.0480	7.9213	2.8145
No log	0.5714	4	5.5688	-0.0389	5.5688	2.3598
No log	0.8571	6	3.9020	0.0290	3.9020	1.9754
No log	1.1429	8	2.9431	0.1265	2.9431	1.7155
No log	1.4286	10	2.2455	0.1818	2.2455	1.4985
No log	1.7143	12	1.6667	0.1270	1.6667	1.2910
No log	2.0	14	1.3364	0.2959	1.3364	1.1560
No log	2.2857	16	1.1843	0.3372	1.1843	1.0883
No log	2.5714	18	1.0860	0.3272	1.0860	1.0421
No log	2.8571	20	1.0286	0.3226	1.0286	1.0142
No log	3.1429	22	0.9841	0.3725	0.9841	0.9920
No log	3.4286	24	1.0015	0.4726	1.0015	1.0007
No log	3.7143	26	1.0157	0.5121	1.0157	1.0078
No log	4.0	28	1.0039	0.5121	1.0039	1.0020
No log	4.2857	30	0.8986	0.4987	0.8986	0.9480
No log	4.5714	32	0.7996	0.5440	0.7996	0.8942
No log	4.8571	34	0.7670	0.5521	0.7670	0.8758
No log	5.1429	36	0.7526	0.5679	0.7526	0.8675
No log	5.4286	38	0.7760	0.5873	0.7760	0.8809
No log	5.7143	40	0.8913	0.5258	0.8913	0.9441
No log	6.0	42	0.9094	0.5688	0.9094	0.9536
No log	6.2857	44	0.8370	0.6079	0.8370	0.9149
No log	6.5714	46	0.7670	0.6149	0.7670	0.8758
No log	6.8571	48	0.7315	0.6388	0.7315	0.8553
No log	7.1429	50	0.7257	0.6456	0.7257	0.8519
No log	7.4286	52	0.7884	0.6056	0.7884	0.8879
No log	7.7143	54	0.8069	0.6051	0.8069	0.8983
No log	8.0	56	0.7446	0.6427	0.7446	0.8629
No log	8.2857	58	0.7138	0.6747	0.7138	0.8449
No log	8.5714	60	0.7287	0.6468	0.7287	0.8536
No log	8.8571	62	0.7340	0.6583	0.7340	0.8567
No log	9.1429	64	0.7094	0.6807	0.7094	0.8422
No log	9.4286	66	0.7117	0.6776	0.7117	0.8436
No log	9.7143	68	0.7179	0.6671	0.7179	0.8473
No log	10.0	70	0.8412	0.6217	0.8412	0.9172
No log	10.2857	72	0.9273	0.5733	0.9273	0.9630
No log	10.5714	74	0.8448	0.6217	0.8448	0.9191
No log	10.8571	76	0.7198	0.6761	0.7198	0.8484
No log	11.1429	78	0.7175	0.6480	0.7175	0.8470
No log	11.4286	80	0.7804	0.6109	0.7804	0.8834
No log	11.7143	82	0.7756	0.6238	0.7756	0.8807
No log	12.0	84	0.6833	0.6743	0.6833	0.8266
No log	12.2857	86	0.6812	0.6804	0.6812	0.8254
No log	12.5714	88	0.7974	0.6595	0.7974	0.8930
No log	12.8571	90	0.8385	0.6420	0.8385	0.9157
No log	13.1429	92	0.7468	0.6787	0.7468	0.8642
No log	13.4286	94	0.6663	0.6726	0.6663	0.8163
No log	13.7143	96	0.7035	0.7152	0.7035	0.8387
No log	14.0	98	0.7568	0.6374	0.7568	0.8699
No log	14.2857	100	0.7281	0.7040	0.7281	0.8533
No log	14.5714	102	0.7398	0.6783	0.7398	0.8601
No log	14.8571	104	0.8768	0.6387	0.8768	0.9364
No log	15.1429	106	0.9351	0.6009	0.9351	0.9670
No log	15.4286	108	0.8443	0.6551	0.8443	0.9188
No log	15.7143	110	0.7479	0.6946	0.7479	0.8648
No log	16.0	112	0.7146	0.7090	0.7146	0.8453
No log	16.2857	114	0.7285	0.6938	0.7285	0.8535
No log	16.5714	116	0.7124	0.6875	0.7124	0.8440
No log	16.8571	118	0.6964	0.6991	0.6964	0.8345
No log	17.1429	120	0.7162	0.6964	0.7162	0.8463
No log	17.4286	122	0.7825	0.6896	0.7825	0.8846
No log	17.7143	124	0.8202	0.6401	0.8202	0.9056
No log	18.0	126	0.7675	0.7028	0.7675	0.8761
No log	18.2857	128	0.7115	0.6702	0.7115	0.8435
No log	18.5714	130	0.7164	0.7181	0.7164	0.8464
No log	18.8571	132	0.7369	0.6995	0.7369	0.8584
No log	19.1429	134	0.7381	0.7169	0.7381	0.8592
No log	19.4286	136	0.7433	0.6794	0.7433	0.8622
No log	19.7143	138	0.7571	0.6819	0.7571	0.8701
No log	20.0	140	0.7690	0.6656	0.7690	0.8769
No log	20.2857	142	0.7625	0.6656	0.7625	0.8732
No log	20.5714	144	0.7505	0.6786	0.7505	0.8663
No log	20.8571	146	0.7549	0.7131	0.7549	0.8688
No log	21.1429	148	0.7591	0.6945	0.7591	0.8713
No log	21.4286	150	0.7469	0.6970	0.7469	0.8642
No log	21.7143	152	0.7567	0.6648	0.7567	0.8699
No log	22.0	154	0.7770	0.6628	0.7770	0.8815
No log	22.2857	156	0.7847	0.6683	0.7847	0.8858
No log	22.5714	158	0.7900	0.6780	0.7900	0.8888
No log	22.8571	160	0.7907	0.6621	0.7907	0.8892
No log	23.1429	162	0.8002	0.6703	0.8002	0.8945
No log	23.4286	164	0.8092	0.6647	0.8092	0.8996
No log	23.7143	166	0.8267	0.6664	0.8267	0.9092
No log	24.0	168	0.8446	0.6816	0.8446	0.9190
No log	24.2857	170	0.8471	0.6740	0.8471	0.9204
No log	24.5714	172	0.8513	0.6715	0.8513	0.9226
No log	24.8571	174	0.8513	0.6511	0.8513	0.9226
No log	25.1429	176	0.8451	0.6438	0.8451	0.9193
No log	25.4286	178	0.8317	0.6577	0.8317	0.9120
No log	25.7143	180	0.8427	0.6714	0.8427	0.9180
No log	26.0	182	0.8338	0.6635	0.8338	0.9131
No log	26.2857	184	0.8036	0.6756	0.8036	0.8964
No log	26.5714	186	0.7833	0.6740	0.7833	0.8850
No log	26.8571	188	0.7838	0.6917	0.7838	0.8853
No log	27.1429	190	0.7915	0.6775	0.7915	0.8897
No log	27.4286	192	0.8066	0.6580	0.8066	0.8981
No log	27.7143	194	0.8349	0.6305	0.8349	0.9137
No log	28.0	196	0.8196	0.6423	0.8196	0.9053
No log	28.2857	198	0.7972	0.6583	0.7972	0.8929
No log	28.5714	200	0.8100	0.6666	0.8100	0.9000
No log	28.8571	202	0.8213	0.6668	0.8213	0.9063
No log	29.1429	204	0.8446	0.6489	0.8446	0.9190
No log	29.4286	206	0.8908	0.6484	0.8908	0.9438
No log	29.7143	208	0.9177	0.6484	0.9177	0.9579
No log	30.0	210	0.9218	0.6316	0.9218	0.9601
No log	30.2857	212	0.9293	0.6185	0.9293	0.9640
No log	30.5714	214	0.9503	0.6326	0.9503	0.9749
No log	30.8571	216	0.9777	0.6111	0.9777	0.9888
No log	31.1429	218	0.9882	0.6035	0.9882	0.9941
No log	31.4286	220	0.9532	0.6300	0.9532	0.9763
No log	31.7143	222	0.9214	0.6372	0.9214	0.9599
No log	32.0	224	0.8875	0.6354	0.8875	0.9421
No log	32.2857	226	0.8882	0.6250	0.8882	0.9425
No log	32.5714	228	0.8740	0.6255	0.8740	0.9349
No log	32.8571	230	0.8769	0.6784	0.8769	0.9364
No log	33.1429	232	0.9064	0.6540	0.9064	0.9521
No log	33.4286	234	0.9045	0.6680	0.9045	0.9510
No log	33.7143	236	0.8990	0.6348	0.8990	0.9481
No log	34.0	238	0.9136	0.6494	0.9136	0.9558
No log	34.2857	240	0.9214	0.6349	0.9214	0.9599
No log	34.5714	242	0.9507	0.6380	0.9507	0.9751
No log	34.8571	244	0.9817	0.6536	0.9817	0.9908
No log	35.1429	246	0.9832	0.6423	0.9832	0.9916
No log	35.4286	248	0.9468	0.6392	0.9468	0.9730
No log	35.7143	250	0.9408	0.6511	0.9408	0.9699
No log	36.0	252	0.9715	0.6517	0.9715	0.9856
No log	36.2857	254	1.0110	0.6134	1.0110	1.0055
No log	36.5714	256	0.9910	0.6223	0.9910	0.9955
No log	36.8571	258	0.9151	0.6590	0.9151	0.9566
No log	37.1429	260	0.8566	0.6304	0.8566	0.9255
No log	37.4286	262	0.8491	0.6426	0.8491	0.9215
No log	37.7143	264	0.8553	0.6244	0.8553	0.9249
No log	38.0	266	0.8877	0.6160	0.8877	0.9422
No log	38.2857	268	0.9040	0.6291	0.9040	0.9508
No log	38.5714	270	0.8858	0.6456	0.8858	0.9412
No log	38.8571	272	0.8844	0.6327	0.8844	0.9404
No log	39.1429	274	0.8994	0.6220	0.8994	0.9484
No log	39.4286	276	0.9227	0.6088	0.9227	0.9606
No log	39.7143	278	0.9367	0.6217	0.9367	0.9678
No log	40.0	280	0.9459	0.6050	0.9459	0.9726
No log	40.2857	282	0.9365	0.6043	0.9365	0.9677
No log	40.5714	284	0.9379	0.6198	0.9379	0.9685
No log	40.8571	286	0.9416	0.6160	0.9416	0.9704
No log	41.1429	288	0.9624	0.6287	0.9624	0.9810
No log	41.4286	290	1.0117	0.5909	1.0117	1.0058
No log	41.7143	292	1.0095	0.6023	1.0095	1.0048
No log	42.0	294	0.9557	0.6167	0.9557	0.9776
No log	42.2857	296	0.8923	0.6403	0.8923	0.9446
No log	42.5714	298	0.8708	0.6231	0.8708	0.9332
No log	42.8571	300	0.8602	0.6410	0.8602	0.9274
No log	43.1429	302	0.8660	0.6502	0.8660	0.9306
No log	43.4286	304	0.8669	0.6459	0.8669	0.9311
No log	43.7143	306	0.8543	0.6546	0.8543	0.9243
No log	44.0	308	0.8595	0.6546	0.8595	0.9271
No log	44.2857	310	0.8786	0.6635	0.8786	0.9373
No log	44.5714	312	0.9045	0.6561	0.9045	0.9510
No log	44.8571	314	0.9090	0.6648	0.9090	0.9534
No log	45.1429	316	0.9257	0.6648	0.9257	0.9621
No log	45.4286	318	0.9380	0.6481	0.9380	0.9685
No log	45.7143	320	0.9337	0.6419	0.9337	0.9663
No log	46.0	322	0.8991	0.6423	0.8991	0.9482
No log	46.2857	324	0.8825	0.6517	0.8825	0.9394
No log	46.5714	326	0.8870	0.6662	0.8870	0.9418
No log	46.8571	328	0.9010	0.6680	0.9010	0.9492
No log	47.1429	330	0.8828	0.6336	0.8828	0.9396
No log	47.4286	332	0.8411	0.6589	0.8411	0.9171
No log	47.7143	334	0.8265	0.6431	0.8265	0.9091
No log	48.0	336	0.8284	0.6408	0.8284	0.9102
No log	48.2857	338	0.8530	0.6454	0.8530	0.9236
No log	48.5714	340	0.8881	0.6290	0.8881	0.9424
No log	48.8571	342	0.8846	0.6304	0.8846	0.9405
No log	49.1429	344	0.8737	0.6384	0.8737	0.9347
No log	49.4286	346	0.8534	0.6266	0.8534	0.9238
No log	49.7143	348	0.8530	0.6425	0.8530	0.9236
No log	50.0	350	0.8673	0.6309	0.8673	0.9313
No log	50.2857	352	0.9112	0.6441	0.9112	0.9545
No log	50.5714	354	0.9504	0.6228	0.9504	0.9749
No log	50.8571	356	0.9485	0.6291	0.9485	0.9739
No log	51.1429	358	0.9416	0.6291	0.9416	0.9703
No log	51.4286	360	0.9095	0.6419	0.9095	0.9537
No log	51.7143	362	0.8616	0.6393	0.8616	0.9282
No log	52.0	364	0.8357	0.6726	0.8357	0.9142
No log	52.2857	366	0.8370	0.6726	0.8370	0.9149
No log	52.5714	368	0.8382	0.6584	0.8382	0.9155
No log	52.8571	370	0.8526	0.6408	0.8526	0.9234
No log	53.1429	372	0.8816	0.6385	0.8816	0.9389
No log	53.4286	374	0.9037	0.6461	0.9037	0.9506
No log	53.7143	376	0.8860	0.6385	0.8860	0.9413
No log	54.0	378	0.8761	0.6393	0.8761	0.9360
No log	54.2857	380	0.8688	0.6456	0.8688	0.9321
No log	54.5714	382	0.8855	0.6350	0.8855	0.9410
No log	54.8571	384	0.9259	0.6312	0.9259	0.9622
No log	55.1429	386	0.9417	0.6177	0.9417	0.9704
No log	55.4286	388	0.9219	0.6312	0.9219	0.9602
No log	55.7143	390	0.9098	0.6484	0.9098	0.9538
No log	56.0	392	0.8699	0.6606	0.8699	0.9327
No log	56.2857	394	0.8592	0.6461	0.8592	0.9269
No log	56.5714	396	0.8724	0.6562	0.8724	0.9340
No log	56.8571	398	0.9110	0.6449	0.9110	0.9545
No log	57.1429	400	0.9685	0.6126	0.9685	0.9841
No log	57.4286	402	0.9750	0.6023	0.9750	0.9874
No log	57.7143	404	0.9419	0.6196	0.9419	0.9705
No log	58.0	406	0.9130	0.6334	0.9130	0.9555
No log	58.2857	408	0.8964	0.6558	0.8964	0.9468
No log	58.5714	410	0.8991	0.6464	0.8991	0.9482
No log	58.8571	412	0.9054	0.6428	0.9054	0.9515
No log	59.1429	414	0.9234	0.6441	0.9234	0.9609
No log	59.4286	416	0.9451	0.6312	0.9451	0.9721
No log	59.7143	418	0.9316	0.6257	0.9316	0.9652
No log	60.0	420	0.9084	0.6492	0.9084	0.9531
No log	60.2857	422	0.8730	0.6423	0.8730	0.9344
No log	60.5714	424	0.8469	0.6461	0.8469	0.9202
No log	60.8571	426	0.8428	0.6373	0.8428	0.9180
No log	61.1429	428	0.8509	0.6511	0.8509	0.9225
No log	61.4286	430	0.8708	0.6182	0.8708	0.9332
No log	61.7143	432	0.8767	0.6204	0.8767	0.9363
No log	62.0	434	0.8694	0.6276	0.8694	0.9324
No log	62.2857	436	0.8598	0.6394	0.8598	0.9272
No log	62.5714	438	0.8696	0.6394	0.8696	0.9325
No log	62.8571	440	0.8829	0.6160	0.8829	0.9396
No log	63.1429	442	0.9009	0.6133	0.9009	0.9491
No log	63.4286	444	0.9088	0.6133	0.9088	0.9533
No log	63.7143	446	0.8907	0.6316	0.8907	0.9438
No log	64.0	448	0.8858	0.6563	0.8858	0.9412
No log	64.2857	450	0.8956	0.6302	0.8956	0.9464
No log	64.5714	452	0.9139	0.6199	0.9139	0.9560
No log	64.8571	454	0.9161	0.6199	0.9161	0.9571
No log	65.1429	456	0.9262	0.6292	0.9262	0.9624
No log	65.4286	458	0.9204	0.6426	0.9204	0.9594
No log	65.7143	460	0.9299	0.6306	0.9299	0.9643
No log	66.0	462	0.9474	0.6340	0.9474	0.9733
No log	66.2857	464	0.9279	0.6341	0.9279	0.9633
No log	66.5714	466	0.8941	0.6426	0.8941	0.9455
No log	66.8571	468	0.8814	0.6476	0.8814	0.9388
No log	67.1429	470	0.8612	0.6602	0.8612	0.9280
No log	67.4286	472	0.8596	0.6602	0.8596	0.9271
No log	67.7143	474	0.8689	0.6569	0.8689	0.9321
No log	68.0	476	0.8922	0.6434	0.8922	0.9446
No log	68.2857	478	0.9107	0.6348	0.9107	0.9543
No log	68.5714	480	0.9424	0.6389	0.9424	0.9708
No log	68.8571	482	0.9574	0.6127	0.9574	0.9784
No log	69.1429	484	0.9506	0.6031	0.9506	0.9750
No log	69.4286	486	0.9290	0.6282	0.9290	0.9639
No log	69.7143	488	0.8976	0.6391	0.8976	0.9474
No log	70.0	490	0.8786	0.6330	0.8786	0.9373
No log	70.2857	492	0.8772	0.6461	0.8772	0.9366
No log	70.5714	494	0.8835	0.6459	0.8835	0.9399
No log	70.8571	496	0.9045	0.6246	0.9045	0.9510
No log	71.1429	498	0.9483	0.6325	0.9483	0.9738
0.4731	71.4286	500	0.9779	0.6196	0.9779	0.9889
0.4731	71.7143	502	0.9756	0.6123	0.9756	0.9877
0.4731	72.0	504	0.9500	0.6215	0.9500	0.9747
0.4731	72.2857	506	0.9078	0.6376	0.9078	0.9528
0.4731	72.5714	508	0.8649	0.6575	0.8649	0.9300
0.4731	72.8571	510	0.8432	0.6367	0.8432	0.9183
0.4731	73.1429	512	0.8370	0.6367	0.8370	0.9149
0.4731	73.4286	514	0.8412	0.6545	0.8412	0.9172
0.4731	73.7143	516	0.8614	0.6471	0.8614	0.9281
0.4731	74.0	518	0.8848	0.6441	0.8848	0.9406
0.4731	74.2857	520	0.8985	0.6370	0.8985	0.9479
0.4731	74.5714	522	0.8944	0.6606	0.8944	0.9457
0.4731	74.8571	524	0.8913	0.6561	0.8913	0.9441
0.4731	75.1429	526	0.8930	0.6561	0.8930	0.9450
0.4731	75.4286	528	0.9060	0.6606	0.9060	0.9518
0.4731	75.7143	530	0.9023	0.6606	0.9023	0.9499
0.4731	76.0	532	0.8875	0.6561	0.8875	0.9421
0.4731	76.2857	534	0.8744	0.6603	0.8744	0.9351
0.4731	76.5714	536	0.8743	0.6603	0.8743	0.9350
0.4731	76.8571	538	0.8828	0.6561	0.8828	0.9396
0.4731	77.1429	540	0.8806	0.6561	0.8806	0.9384
0.4731	77.4286	542	0.8918	0.6531	0.8918	0.9444
0.4731	77.7143	544	0.8993	0.6446	0.8993	0.9483
0.4731	78.0	546	0.8970	0.6426	0.8970	0.9471
0.4731	78.2857	548	0.8938	0.6446	0.8938	0.9454
0.4731	78.5714	550	0.8861	0.6516	0.8861	0.9413
0.4731	78.8571	552	0.8777	0.6519	0.8777	0.9368
0.4731	79.1429	554	0.8667	0.6612	0.8667	0.9309
0.4731	79.4286	556	0.8587	0.6605	0.8587	0.9266
0.4731	79.7143	558	0.8498	0.6605	0.8498	0.9218
0.4731	80.0	560	0.8375	0.6698	0.8375	0.9151
0.4731	80.2857	562	0.8346	0.6698	0.8346	0.9136
0.4731	80.5714	564	0.8433	0.6674	0.8433	0.9183
0.4731	80.8571	566	0.8606	0.6702	0.8606	0.9277
0.4731	81.1429	568	0.8784	0.6633	0.8784	0.9373
0.4731	81.4286	570	0.8924	0.6462	0.8924	0.9446
0.4731	81.7143	572	0.8981	0.6505	0.8981	0.9477
0.4731	82.0	574	0.9051	0.6574	0.9051	0.9514
0.4731	82.2857	576	0.9051	0.6634	0.9051	0.9514
0.4731	82.5714	578	0.9016	0.6322	0.9016	0.9495
0.4731	82.8571	580	0.8962	0.6303	0.8962	0.9467
0.4731	83.1429	582	0.8827	0.625	0.8827	0.9395
0.4731	83.4286	584	0.8831	0.6324	0.8831	0.9398
0.4731	83.7143	586	0.8940	0.6242	0.8940	0.9455
0.4731	84.0	588	0.9113	0.6323	0.9113	0.9546
0.4731	84.2857	590	0.9209	0.6396	0.9209	0.9596
0.4731	84.5714	592	0.9150	0.6369	0.9150	0.9566
0.4731	84.8571	594	0.9169	0.6328	0.9169	0.9575
0.4731	85.1429	596	0.9295	0.6321	0.9295	0.9641
0.4731	85.4286	598	0.9329	0.6321	0.9329	0.9659
0.4731	85.7143	600	0.9339	0.6321	0.9339	0.9664
0.4731	86.0	602	0.9247	0.6412	0.9247	0.9616
0.4731	86.2857	604	0.9117	0.6412	0.9117	0.9548
0.4731	86.5714	606	0.9088	0.6412	0.9088	0.9533
0.4731	86.8571	608	0.8990	0.6412	0.8990	0.9482
0.4731	87.1429	610	0.8815	0.6504	0.8815	0.9389
0.4731	87.4286	612	0.8713	0.6683	0.8713	0.9334
0.4731	87.7143	614	0.8643	0.6621	0.8643	0.9297
0.4731	88.0	616	0.8605	0.6690	0.8605	0.9276
0.4731	88.2857	618	0.8621	0.6690	0.8621	0.9285
0.4731	88.5714	620	0.8670	0.6683	0.8670	0.9311
0.4731	88.8571	622	0.8783	0.6666	0.8783	0.9372
0.4731	89.1429	624	0.8865	0.6404	0.8865	0.9416
0.4731	89.4286	626	0.8917	0.6412	0.8917	0.9443
0.4731	89.7143	628	0.8906	0.6404	0.8906	0.9437
0.4731	90.0	630	0.8836	0.6496	0.8836	0.9400
0.4731	90.2857	632	0.8844	0.6404	0.8844	0.9404
0.4731	90.5714	634	0.8915	0.6404	0.8915	0.9442
0.4731	90.8571	636	0.8991	0.6412	0.8991	0.9482
0.4731	91.1429	638	0.9004	0.6412	0.9004	0.9489
0.4731	91.4286	640	0.9003	0.6412	0.9003	0.9489
0.4731	91.7143	642	0.8986	0.6412	0.8986	0.9480
0.4731	92.0	644	0.8942	0.6412	0.8942	0.9456
0.4731	92.2857	646	0.8921	0.6412	0.8921	0.9445
0.4731	92.5714	648	0.8911	0.6412	0.8911	0.9440
0.4731	92.8571	650	0.8883	0.6504	0.8883	0.9425
0.4731	93.1429	652	0.8873	0.6504	0.8873	0.9420
0.4731	93.4286	654	0.8900	0.6504	0.8900	0.9434
0.4731	93.7143	656	0.8938	0.6412	0.8938	0.9454
0.4731	94.0	658	0.8989	0.6643	0.8989	0.9481
0.4731	94.2857	660	0.9006	0.6643	0.9006	0.9490
0.4731	94.5714	662	0.9007	0.6643	0.9007	0.9490
0.4731	94.8571	664	0.9027	0.6678	0.9027	0.9501
0.4731	95.1429	666	0.9034	0.6678	0.9034	0.9505
0.4731	95.4286	668	0.9035	0.6678	0.9035	0.9505
0.4731	95.7143	670	0.9003	0.6678	0.9003	0.9488
0.4731	96.0	672	0.8968	0.6737	0.8968	0.9470
0.4731	96.2857	674	0.8957	0.6650	0.8957	0.9464
0.4731	96.5714	676	0.8942	0.6650	0.8942	0.9456
0.4731	96.8571	678	0.8936	0.6650	0.8936	0.9453
0.4731	97.1429	680	0.8929	0.6650	0.8929	0.9449
0.4731	97.4286	682	0.8918	0.6650	0.8918	0.9444
0.4731	97.7143	684	0.8902	0.6650	0.8902	0.9435
0.4731	98.0	686	0.8882	0.6650	0.8882	0.9424
0.4731	98.2857	688	0.8864	0.6587	0.8864	0.9415
0.4731	98.5714	690	0.8858	0.6587	0.8858	0.9412
0.4731	98.8571	692	0.8863	0.6587	0.8863	0.9414
0.4731	99.1429	694	0.8860	0.6587	0.8860	0.9413
0.4731	99.4286	696	0.8854	0.6587	0.8854	0.9410
0.4731	99.7143	698	0.8852	0.6587	0.8852	0.9409
0.4731	100.0	700	0.8852	0.6587	0.8852	0.9408

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.1+cu121
• Datasets 3.2.0
• Tokenizers 0.19.1