ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k15_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: 0.9747
• Qwk: 0.3192
• Mse: 0.9747
• Rmse: 0.9873

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	0.0278	2	3.8308	-0.0092	3.8308	1.9572
No log	0.0556	4	2.1581	0.1164	2.1581	1.4690
No log	0.0833	6	1.2744	0.0613	1.2744	1.1289
No log	0.1111	8	1.0523	0.2114	1.0523	1.0258
No log	0.1389	10	1.1211	0.1447	1.1211	1.0588
No log	0.1667	12	1.3940	-0.0064	1.3940	1.1807
No log	0.1944	14	1.5165	0.0113	1.5165	1.2314
No log	0.2222	16	1.2811	0.0672	1.2811	1.1318
No log	0.25	18	1.0661	0.2515	1.0661	1.0325
No log	0.2778	20	1.0044	0.2316	1.0044	1.0022
No log	0.3056	22	1.0067	0.2663	1.0067	1.0034
No log	0.3333	24	1.1425	0.0909	1.1425	1.0689
No log	0.3611	26	1.2277	0.1952	1.2277	1.1080
No log	0.3889	28	1.3574	0.2577	1.3574	1.1651
No log	0.4167	30	1.2038	0.1858	1.2038	1.0972
No log	0.4444	32	0.9867	0.3082	0.9867	0.9933
No log	0.4722	34	0.9043	0.3914	0.9043	0.9509
No log	0.5	36	0.8969	0.4027	0.8969	0.9471
No log	0.5278	38	0.9089	0.4027	0.9089	0.9534
No log	0.5556	40	0.9392	0.2944	0.9392	0.9691
No log	0.5833	42	1.1497	0.1738	1.1497	1.0722
No log	0.6111	44	1.2249	0.2094	1.2249	1.1068
No log	0.6389	46	1.1438	0.1738	1.1438	1.0695
No log	0.6667	48	0.9318	0.3023	0.9318	0.9653
No log	0.6944	50	0.8765	0.4030	0.8765	0.9362
No log	0.7222	52	0.8686	0.4163	0.8686	0.9320
No log	0.75	54	0.9542	0.2945	0.9542	0.9768
No log	0.7778	56	1.0573	0.3288	1.0573	1.0283
No log	0.8056	58	1.0032	0.3764	1.0032	1.0016
No log	0.8333	60	0.8795	0.4799	0.8795	0.9378
No log	0.8611	62	0.8420	0.5036	0.8420	0.9176
No log	0.8889	64	0.8204	0.5701	0.8204	0.9058
No log	0.9167	66	0.8352	0.5298	0.8352	0.9139
No log	0.9444	68	0.8042	0.5287	0.8042	0.8968
No log	0.9722	70	0.8938	0.4550	0.8938	0.9454
No log	1.0	72	0.8144	0.4600	0.8144	0.9025
No log	1.0278	74	0.7336	0.5828	0.7336	0.8565
No log	1.0556	76	0.7787	0.5530	0.7787	0.8824
No log	1.0833	78	0.7466	0.5737	0.7466	0.8641
No log	1.1111	80	0.8471	0.4902	0.8471	0.9204
No log	1.1389	82	0.9288	0.4311	0.9288	0.9637
No log	1.1667	84	0.7633	0.4778	0.7633	0.8737
No log	1.1944	86	0.9860	0.4824	0.9860	0.9930
No log	1.2222	88	1.1702	0.2628	1.1702	1.0817
No log	1.25	90	1.0281	0.2695	1.0281	1.0140
No log	1.2778	92	0.8468	0.4337	0.8468	0.9202
No log	1.3056	94	0.8013	0.4642	0.8013	0.8951
No log	1.3333	96	0.7725	0.4373	0.7725	0.8789
No log	1.3611	98	0.7940	0.4730	0.7940	0.8911
No log	1.3889	100	0.9288	0.4310	0.9288	0.9637
No log	1.4167	102	0.9891	0.4218	0.9891	0.9945
No log	1.4444	104	0.8527	0.5033	0.8527	0.9234
No log	1.4722	106	0.7853	0.5651	0.7853	0.8862
No log	1.5	108	0.7920	0.4944	0.7920	0.8899
No log	1.5278	110	0.7865	0.5534	0.7865	0.8869
No log	1.5556	112	0.7707	0.5990	0.7707	0.8779
No log	1.5833	114	0.7603	0.5587	0.7603	0.8719
No log	1.6111	116	0.7680	0.5412	0.7680	0.8764
No log	1.6389	118	0.7553	0.6196	0.7553	0.8691
No log	1.6667	120	0.8132	0.5119	0.8132	0.9018
No log	1.6944	122	0.7784	0.6244	0.7784	0.8822
No log	1.7222	124	0.7397	0.5317	0.7397	0.8601
No log	1.75	126	0.7707	0.4736	0.7707	0.8779
No log	1.7778	128	0.7879	0.5419	0.7879	0.8876
No log	1.8056	130	0.7232	0.5375	0.7232	0.8504
No log	1.8333	132	0.8313	0.5447	0.8313	0.9118
No log	1.8611	134	0.8791	0.4825	0.8791	0.9376
No log	1.8889	136	0.8145	0.5435	0.8145	0.9025
No log	1.9167	138	0.7485	0.5439	0.7485	0.8652
No log	1.9444	140	0.7092	0.4878	0.7092	0.8422
No log	1.9722	142	0.7177	0.4345	0.7177	0.8471
No log	2.0	144	0.7353	0.4591	0.7353	0.8575
No log	2.0278	146	0.7324	0.4591	0.7324	0.8558
No log	2.0556	148	0.7187	0.4473	0.7187	0.8477
No log	2.0833	150	0.7217	0.5314	0.7217	0.8496
No log	2.1111	152	0.7742	0.5336	0.7742	0.8799
No log	2.1389	154	0.7171	0.5636	0.7171	0.8468
No log	2.1667	156	0.6833	0.5610	0.6833	0.8266
No log	2.1944	158	0.6878	0.5483	0.6878	0.8293
No log	2.2222	160	0.6965	0.5342	0.6965	0.8345
No log	2.25	162	0.7188	0.5317	0.7188	0.8478
No log	2.2778	164	0.7622	0.5413	0.7622	0.8730
No log	2.3056	166	0.7699	0.4836	0.7699	0.8774
No log	2.3333	168	0.7307	0.5245	0.7307	0.8548
No log	2.3611	170	0.7154	0.4903	0.7154	0.8458
No log	2.3889	172	0.7236	0.4760	0.7236	0.8507
No log	2.4167	174	0.7622	0.4862	0.7622	0.8730
No log	2.4444	176	0.7653	0.5076	0.7653	0.8748
No log	2.4722	178	0.7880	0.5076	0.7880	0.8877
No log	2.5	180	0.8061	0.5074	0.8061	0.8979
No log	2.5278	182	0.7938	0.5083	0.7938	0.8910
No log	2.5556	184	0.7802	0.5083	0.7802	0.8833
No log	2.5833	186	0.7578	0.4097	0.7578	0.8705
No log	2.6111	188	0.7409	0.4269	0.7409	0.8607
No log	2.6389	190	0.7576	0.5217	0.7576	0.8704
No log	2.6667	192	0.8034	0.5083	0.8034	0.8963
No log	2.6944	194	0.9363	0.3147	0.9363	0.9676
No log	2.7222	196	0.9705	0.3147	0.9705	0.9851
No log	2.75	198	0.9064	0.3317	0.9064	0.9520
No log	2.7778	200	0.8252	0.3902	0.8252	0.9084
No log	2.8056	202	0.8021	0.3941	0.8021	0.8956
No log	2.8333	204	0.7865	0.3941	0.7865	0.8868
No log	2.8611	206	0.7594	0.4345	0.7594	0.8714
No log	2.8889	208	0.7936	0.4336	0.7936	0.8909
No log	2.9167	210	0.8605	0.3464	0.8605	0.9276
No log	2.9444	212	0.8800	0.3464	0.8800	0.9381
No log	2.9722	214	0.9107	0.3044	0.9107	0.9543
No log	3.0	216	0.8943	0.3464	0.8943	0.9457
No log	3.0278	218	0.9119	0.3503	0.9119	0.9549
No log	3.0556	220	0.8771	0.4075	0.8771	0.9365
No log	3.0833	222	0.8474	0.4075	0.8474	0.9206
No log	3.1111	224	0.8139	0.4209	0.8139	0.9022
No log	3.1389	226	0.8249	0.4075	0.8249	0.9082
No log	3.1667	228	0.7990	0.3940	0.7990	0.8939
No log	3.1944	230	0.7439	0.4729	0.7439	0.8625
No log	3.2222	232	0.7156	0.4995	0.7156	0.8459
No log	3.25	234	0.7112	0.4995	0.7112	0.8433
No log	3.2778	236	0.7215	0.4995	0.7215	0.8494
No log	3.3056	238	0.7514	0.4995	0.7514	0.8668
No log	3.3333	240	0.7697	0.4995	0.7697	0.8773
No log	3.3611	242	0.7920	0.4478	0.7920	0.8900
No log	3.3889	244	0.7993	0.4478	0.7993	0.8940
No log	3.4167	246	0.7994	0.5127	0.7994	0.8941
No log	3.4444	248	0.8293	0.4329	0.8293	0.9106
No log	3.4722	250	0.8284	0.4444	0.8284	0.9102
No log	3.5	252	0.8122	0.4995	0.8122	0.9012
No log	3.5278	254	0.8471	0.4075	0.8471	0.9204
No log	3.5556	256	0.8758	0.3902	0.8758	0.9358
No log	3.5833	258	0.8690	0.3617	0.8690	0.9322
No log	3.6111	260	0.8210	0.3658	0.8210	0.9061
No log	3.6389	262	0.7885	0.4503	0.7885	0.8880
No log	3.6667	264	0.7649	0.4882	0.7649	0.8746
No log	3.6944	266	0.7619	0.4595	0.7619	0.8729
No log	3.7222	268	0.8594	0.4568	0.8594	0.9270
No log	3.75	270	0.9553	0.4292	0.9553	0.9774
No log	3.7778	272	0.9195	0.4318	0.9195	0.9589
No log	3.8056	274	0.8113	0.4595	0.8113	0.9007
No log	3.8333	276	0.8111	0.4353	0.8111	0.9006
No log	3.8611	278	0.8232	0.4063	0.8232	0.9073
No log	3.8889	280	0.8471	0.3317	0.8471	0.9204
No log	3.9167	282	0.8273	0.3802	0.8273	0.9096
No log	3.9444	284	0.7816	0.4524	0.7816	0.8841
No log	3.9722	286	0.7619	0.5040	0.7619	0.8729
No log	4.0	288	0.7641	0.5348	0.7641	0.8741
No log	4.0278	290	0.8444	0.5056	0.8444	0.9189
No log	4.0556	292	0.7999	0.4327	0.7999	0.8943
No log	4.0833	294	0.7426	0.4593	0.7426	0.8617
No log	4.1111	296	0.7532	0.4327	0.7532	0.8679
No log	4.1389	298	0.7636	0.3922	0.7636	0.8738
No log	4.1667	300	0.7751	0.3922	0.7751	0.8804
No log	4.1944	302	0.7446	0.4468	0.7446	0.8629
No log	4.2222	304	0.7294	0.4608	0.7294	0.8540
No log	4.25	306	0.7003	0.4878	0.7003	0.8368
No log	4.2778	308	0.7362	0.5463	0.7362	0.8580
No log	4.3056	310	0.9091	0.4192	0.9091	0.9535
No log	4.3333	312	0.9476	0.4192	0.9476	0.9735
No log	4.3611	314	0.7758	0.5472	0.7758	0.8808
No log	4.3889	316	0.7029	0.4903	0.7029	0.8384
No log	4.4167	318	0.7210	0.4888	0.7210	0.8491
No log	4.4444	320	0.8681	0.4581	0.8681	0.9317
No log	4.4722	322	1.0818	0.3394	1.0818	1.0401
No log	4.5	324	1.0678	0.3342	1.0678	1.0334
No log	4.5278	326	0.9458	0.3663	0.9458	0.9725
No log	4.5556	328	0.8104	0.4336	0.8104	0.9002
No log	4.5833	330	0.7901	0.4063	0.7901	0.8889
No log	4.6111	332	0.8285	0.3658	0.8285	0.9102
No log	4.6389	334	0.8054	0.4063	0.8054	0.8975
No log	4.6667	336	0.8286	0.3611	0.8286	0.9103
No log	4.6944	338	0.8330	0.3902	0.8330	0.9127
No log	4.7222	340	0.7965	0.4595	0.7965	0.8925
No log	4.75	342	0.7649	0.4269	0.7649	0.8746
No log	4.7778	344	0.7653	0.4033	0.7653	0.8748
No log	4.8056	346	0.7822	0.3933	0.7822	0.8844
No log	4.8333	348	0.7932	0.4490	0.7932	0.8906
No log	4.8611	350	0.8714	0.3902	0.8714	0.9335
No log	4.8889	352	0.9954	0.4794	0.9954	0.9977
No log	4.9167	354	0.9742	0.4681	0.9742	0.9870
No log	4.9444	356	0.8480	0.4327	0.8480	0.9209
No log	4.9722	358	0.7990	0.4138	0.7990	0.8939
No log	5.0	360	0.7952	0.3467	0.7952	0.8918
No log	5.0278	362	0.7960	0.4345	0.7960	0.8922
No log	5.0556	364	0.8414	0.3663	0.8414	0.9173
No log	5.0833	366	0.8104	0.4327	0.8104	0.9002
No log	5.1111	368	0.7641	0.4610	0.7641	0.8741
No log	5.1389	370	0.7539	0.4490	0.7539	0.8683
No log	5.1667	372	0.7543	0.4371	0.7543	0.8685
No log	5.1944	374	0.7734	0.4223	0.7734	0.8794
No log	5.2222	376	0.8203	0.4345	0.8203	0.9057
No log	5.25	378	0.8377	0.4345	0.8377	0.9152
No log	5.2778	380	0.8203	0.4318	0.8203	0.9057
No log	5.3056	382	0.8029	0.4345	0.8029	0.8961
No log	5.3333	384	0.7925	0.4101	0.7925	0.8902
No log	5.3611	386	0.8038	0.3616	0.8038	0.8966
No log	5.3889	388	0.8175	0.3951	0.8175	0.9042
No log	5.4167	390	0.8077	0.4279	0.8077	0.8987
No log	5.4444	392	0.8105	0.4163	0.8105	0.9003
No log	5.4722	394	0.8203	0.4628	0.8203	0.9057
No log	5.5	396	0.8136	0.4261	0.8136	0.9020
No log	5.5278	398	0.8104	0.4371	0.8104	0.9002
No log	5.5556	400	0.8059	0.4251	0.8059	0.8977
No log	5.5833	402	0.8269	0.4198	0.8269	0.9093
No log	5.6111	404	0.8194	0.4610	0.8194	0.9052
No log	5.6389	406	0.8064	0.4395	0.8064	0.8980
No log	5.6667	408	0.8031	0.4444	0.8031	0.8961
No log	5.6944	410	0.8059	0.4313	0.8059	0.8977
No log	5.7222	412	0.8403	0.4487	0.8403	0.9167
No log	5.75	414	1.0020	0.4681	1.0020	1.0010
No log	5.7778	416	1.0049	0.4334	1.0049	1.0025
No log	5.8056	418	0.8642	0.5088	0.8642	0.9296
No log	5.8333	420	0.8409	0.5088	0.8409	0.9170
No log	5.8611	422	0.8094	0.4612	0.8094	0.8997
No log	5.8889	424	0.8145	0.4110	0.8145	0.9025
No log	5.9167	426	0.8173	0.3994	0.8173	0.9040
No log	5.9444	428	0.8291	0.4227	0.8291	0.9106
No log	5.9722	430	0.8939	0.5083	0.8939	0.9455
No log	6.0	432	0.8848	0.5088	0.8848	0.9407
No log	6.0278	434	0.8322	0.4595	0.8322	0.9122
No log	6.0556	436	0.8164	0.3435	0.8164	0.9035
No log	6.0833	438	0.8269	0.3941	0.8269	0.9093
No log	6.1111	440	0.9054	0.4063	0.9054	0.9515
No log	6.1389	442	0.9642	0.5192	0.9642	0.9820
No log	6.1667	444	0.9438	0.5416	0.9438	0.9715
No log	6.1944	446	0.8664	0.5088	0.8664	0.9308
No log	6.2222	448	0.7889	0.4511	0.7889	0.8882
No log	6.25	450	0.7794	0.3877	0.7794	0.8829
No log	6.2778	452	0.7772	0.3979	0.7772	0.8816
No log	6.3056	454	0.8359	0.4063	0.8359	0.9143
No log	6.3333	456	0.8811	0.3922	0.8811	0.9387
No log	6.3611	458	0.9014	0.3760	0.9014	0.9494
No log	6.3889	460	0.9229	0.4335	0.9229	0.9607
No log	6.4167	462	0.9511	0.4809	0.9511	0.9752
No log	6.4444	464	0.9231	0.4812	0.9231	0.9608
No log	6.4722	466	0.8569	0.4595	0.8569	0.9257
No log	6.5	468	0.8210	0.4361	0.8210	0.9061
No log	6.5278	470	0.7876	0.3979	0.7876	0.8875
No log	6.5556	472	0.7815	0.3693	0.7815	0.8840
No log	6.5833	474	0.7938	0.3819	0.7938	0.8909
No log	6.6111	476	0.8037	0.3819	0.8037	0.8965
No log	6.6389	478	0.7540	0.4363	0.7540	0.8683
No log	6.6667	480	0.7360	0.4398	0.7360	0.8579
No log	6.6944	482	0.7301	0.4520	0.7301	0.8544
No log	6.7222	484	0.7280	0.4520	0.7280	0.8533
No log	6.75	486	0.7425	0.4398	0.7425	0.8617
No log	6.7778	488	0.7416	0.4363	0.7416	0.8612
No log	6.8056	490	0.8108	0.4456	0.8108	0.9004
No log	6.8333	492	0.8774	0.5190	0.8774	0.9367
No log	6.8611	494	0.8372	0.5206	0.8372	0.9150
No log	6.8889	496	0.7724	0.4097	0.7724	0.8789
No log	6.9167	498	0.7642	0.3819	0.7642	0.8742
0.2616	6.9444	500	0.7510	0.3960	0.7510	0.8666
0.2616	6.9722	502	0.7643	0.3960	0.7643	0.8742
0.2616	7.0	504	0.7786	0.3960	0.7786	0.8824
0.2616	7.0278	506	0.7947	0.4494	0.7947	0.8915
0.2616	7.0556	508	0.8667	0.4728	0.8667	0.9310
0.2616	7.0833	510	0.9593	0.5419	0.9593	0.9795
0.2616	7.1111	512	0.9637	0.5540	0.9637	0.9817
0.2616	7.1389	514	0.9747	0.5540	0.9747	0.9873
0.2616	7.1667	516	0.9427	0.4728	0.9427	0.9709
0.2616	7.1944	518	0.9059	0.4216	0.9059	0.9518
0.2616	7.2222	520	0.8563	0.3941	0.8563	0.9254
0.2616	7.25	522	0.8963	0.3941	0.8963	0.9467
0.2616	7.2778	524	0.8629	0.4478	0.8629	0.9289
0.2616	7.3056	526	0.8430	0.4478	0.8430	0.9181
0.2616	7.3333	528	0.8906	0.4579	0.8906	0.9437
0.2616	7.3611	530	0.9285	0.5190	0.9285	0.9636
0.2616	7.3889	532	0.9352	0.4174	0.9352	0.9671
0.2616	7.4167	534	0.8846	0.4044	0.8846	0.9406
0.2616	7.4444	536	0.8469	0.3902	0.8469	0.9203
0.2616	7.4722	538	0.8080	0.3979	0.8080	0.8989
0.2616	7.5	540	0.8228	0.3569	0.8228	0.9071
0.2616	7.5278	542	0.8231	0.3666	0.8231	0.9072
0.2616	7.5556	544	0.8571	0.4615	0.8571	0.9258
0.2616	7.5833	546	0.9837	0.5026	0.9837	0.9918
0.2616	7.6111	548	1.0437	0.4694	1.0437	1.0216
0.2616	7.6389	550	1.0176	0.4470	1.0176	1.0088
0.2616	7.6667	552	0.9305	0.4952	0.9305	0.9646
0.2616	7.6944	554	0.8622	0.4216	0.8622	0.9285
0.2616	7.7222	556	0.8322	0.4610	0.8322	0.9122
0.2616	7.75	558	0.8316	0.5103	0.8316	0.9119
0.2616	7.7778	560	0.8961	0.4203	0.8961	0.9466
0.2616	7.8056	562	0.9679	0.4214	0.9679	0.9838
0.2616	7.8333	564	1.0155	0.4573	1.0155	1.0077
0.2616	7.8611	566	0.9649	0.3939	0.9649	0.9823
0.2616	7.8889	568	0.9148	0.3822	0.9148	0.9565
0.2616	7.9167	570	0.8739	0.4478	0.8739	0.9348
0.2616	7.9444	572	0.8764	0.4478	0.8764	0.9362
0.2616	7.9722	574	0.8674	0.4862	0.8674	0.9313
0.2616	8.0	576	0.8379	0.4862	0.8379	0.9153
0.2616	8.0278	578	0.8315	0.4862	0.8315	0.9119
0.2616	8.0556	580	0.8428	0.4862	0.8428	0.9180
0.2616	8.0833	582	0.8645	0.4478	0.8645	0.9298
0.2616	8.1111	584	0.9049	0.4057	0.9049	0.9513
0.2616	8.1389	586	0.9134	0.3921	0.9134	0.9557
0.2616	8.1667	588	0.8787	0.4579	0.8787	0.9374
0.2616	8.1944	590	0.8405	0.4591	0.8405	0.9168
0.2616	8.2222	592	0.8338	0.4608	0.8338	0.9131
0.2616	8.25	594	0.8169	0.4468	0.8169	0.9039
0.2616	8.2778	596	0.8285	0.5098	0.8285	0.9102
0.2616	8.3056	598	0.8378	0.4579	0.8378	0.9153
0.2616	8.3333	600	0.8342	0.5098	0.8342	0.9134
0.2616	8.3611	602	0.7766	0.5098	0.7766	0.8812
0.2616	8.3889	604	0.7723	0.4730	0.7723	0.8788
0.2616	8.4167	606	0.8033	0.5098	0.8033	0.8963
0.2616	8.4444	608	0.8633	0.4192	0.8633	0.9291
0.2616	8.4722	610	0.9088	0.4310	0.9088	0.9533
0.2616	8.5	612	0.9976	0.4552	0.9976	0.9988
0.2616	8.5278	614	0.9858	0.4039	0.9858	0.9929
0.2616	8.5556	616	0.9459	0.4174	0.9459	0.9726
0.2616	8.5833	618	0.9148	0.3760	0.9148	0.9564
0.2616	8.6111	620	0.8419	0.4591	0.8419	0.9175
0.2616	8.6389	622	0.7898	0.4223	0.7898	0.8887
0.2616	8.6667	624	0.7760	0.3877	0.7760	0.8809
0.2616	8.6944	626	0.7868	0.4192	0.7868	0.8870
0.2616	8.7222	628	0.7682	0.4312	0.7682	0.8765
0.2616	8.75	630	0.7647	0.4192	0.7647	0.8745
0.2616	8.7778	632	0.7791	0.5098	0.7791	0.8827
0.2616	8.8056	634	0.7661	0.4730	0.7661	0.8752
0.2616	8.8333	636	0.7551	0.4867	0.7551	0.8690
0.2616	8.8611	638	0.7576	0.4764	0.7576	0.8704
0.2616	8.8889	640	0.7501	0.4507	0.7501	0.8661
0.2616	8.9167	642	0.7466	0.4507	0.7466	0.8641
0.2616	8.9444	644	0.7567	0.4371	0.7567	0.8699
0.2616	8.9722	646	0.7903	0.5218	0.7903	0.8890
0.2616	9.0	648	0.8352	0.4843	0.8352	0.9139
0.2616	9.0278	650	0.7852	0.4980	0.7852	0.8861
0.2616	9.0556	652	0.7609	0.4490	0.7609	0.8723
0.2616	9.0833	654	0.7681	0.4398	0.7681	0.8764
0.2616	9.1111	656	0.7760	0.4537	0.7760	0.8809
0.2616	9.1389	658	0.7713	0.4101	0.7713	0.8783
0.2616	9.1667	660	0.8162	0.4309	0.8162	0.9034
0.2616	9.1944	662	0.9227	0.3511	0.9227	0.9606
0.2616	9.2222	664	0.9370	0.3511	0.9370	0.9680
0.2616	9.25	666	0.8701	0.4831	0.8701	0.9328
0.2616	9.2778	668	0.7831	0.4216	0.7831	0.8849
0.2616	9.3056	670	0.7595	0.4259	0.7595	0.8715
0.2616	9.3333	672	0.7771	0.4982	0.7771	0.8815
0.2616	9.3611	674	0.7592	0.5450	0.7592	0.8713
0.2616	9.3889	676	0.7567	0.4507	0.7567	0.8699
0.2616	9.4167	678	0.7800	0.4610	0.7800	0.8832
0.2616	9.4444	680	0.8009	0.4336	0.8009	0.8949
0.2616	9.4722	682	0.7958	0.4610	0.7958	0.8921
0.2616	9.5	684	0.7963	0.4610	0.7963	0.8924
0.2616	9.5278	686	0.7844	0.4610	0.7844	0.8857
0.2616	9.5556	688	0.7502	0.4241	0.7502	0.8661
0.2616	9.5833	690	0.7318	0.5025	0.7318	0.8555
0.2616	9.6111	692	0.7299	0.4760	0.7299	0.8544
0.2616	9.6389	694	0.7255	0.5142	0.7255	0.8518
0.2616	9.6667	696	0.7352	0.4760	0.7352	0.8574
0.2616	9.6944	698	0.7398	0.4507	0.7398	0.8601
0.2616	9.7222	700	0.7523	0.4241	0.7523	0.8674
0.2616	9.75	702	0.7495	0.4241	0.7495	0.8657
0.2616	9.7778	704	0.7524	0.4626	0.7524	0.8674
0.2616	9.8056	706	0.7426	0.4878	0.7426	0.8617
0.2616	9.8333	708	0.7198	0.4760	0.7198	0.8484
0.2616	9.8611	710	0.7164	0.5316	0.7164	0.8464
0.2616	9.8889	712	0.7200	0.5450	0.7200	0.8485
0.2616	9.9167	714	0.7141	0.5040	0.7141	0.8451
0.2616	9.9444	716	0.7210	0.4908	0.7210	0.8491
0.2616	9.9722	718	0.7289	0.4527	0.7289	0.8537
0.2616	10.0	720	0.7453	0.4888	0.7453	0.8633
0.2616	10.0278	722	0.7573	0.5002	0.7573	0.8702
0.2616	10.0556	724	0.7858	0.5232	0.7858	0.8865
0.2616	10.0833	726	0.7723	0.4878	0.7723	0.8788
0.2616	10.1111	728	0.7750	0.4537	0.7750	0.8803
0.2616	10.1389	730	0.8316	0.4479	0.8316	0.9119
0.2616	10.1667	732	0.8331	0.4462	0.8331	0.9127
0.2616	10.1944	734	0.7905	0.4797	0.7905	0.8891
0.2616	10.2222	736	0.7664	0.5117	0.7664	0.8755
0.2616	10.25	738	0.7664	0.5232	0.7664	0.8754
0.2616	10.2778	740	0.7665	0.4995	0.7665	0.8755
0.2616	10.3056	742	0.7399	0.3998	0.7399	0.8602
0.2616	10.3333	744	0.7435	0.3713	0.7435	0.8623
0.2616	10.3611	746	0.7461	0.3713	0.7461	0.8638
0.2616	10.3889	748	0.7265	0.3857	0.7265	0.8524
0.2616	10.4167	750	0.7203	0.4138	0.7203	0.8487
0.2616	10.4444	752	0.7349	0.5117	0.7349	0.8573
0.2616	10.4722	754	0.7714	0.5346	0.7714	0.8783
0.2616	10.5	756	0.7830	0.5231	0.7830	0.8849
0.2616	10.5278	758	0.7738	0.5231	0.7738	0.8797
0.2616	10.5556	760	0.7805	0.4462	0.7805	0.8835
0.2616	10.5833	762	0.7747	0.4180	0.7747	0.8802
0.2616	10.6111	764	0.7778	0.4462	0.7778	0.8820
0.2616	10.6389	766	0.7708	0.4485	0.7708	0.8780
0.2616	10.6667	768	0.7879	0.4353	0.7879	0.8876
0.2616	10.6944	770	0.8259	0.4728	0.8259	0.9088
0.2616	10.7222	772	0.8240	0.4728	0.8240	0.9078
0.2616	10.75	774	0.8115	0.4728	0.8115	0.9008
0.2616	10.7778	776	0.7570	0.4858	0.7570	0.8701
0.2616	10.8056	778	0.7374	0.4858	0.7374	0.8587
0.2616	10.8333	780	0.7281	0.4858	0.7281	0.8533
0.2616	10.8611	782	0.7023	0.5232	0.7023	0.8380
0.2616	10.8889	784	0.6976	0.5361	0.6976	0.8353
0.2616	10.9167	786	0.6940	0.5405	0.6940	0.8331
0.2616	10.9444	788	0.7237	0.4462	0.7237	0.8507
0.2616	10.9722	790	0.7259	0.4585	0.7259	0.8520
0.2616	11.0	792	0.7122	0.4935	0.7122	0.8439
0.2616	11.0278	794	0.7288	0.5232	0.7288	0.8537
0.2616	11.0556	796	0.8026	0.4728	0.8026	0.8959
0.2616	11.0833	798	0.8409	0.4352	0.8409	0.9170
0.2616	11.1111	800	0.8460	0.4093	0.8460	0.9198
0.2616	11.1389	802	0.8008	0.4361	0.8008	0.8949
0.2616	11.1667	804	0.7831	0.4361	0.7831	0.8849
0.2616	11.1944	806	0.8088	0.4613	0.8088	0.8994
0.2616	11.2222	808	0.8605	0.4327	0.8605	0.9276
0.2616	11.25	810	0.8810	0.4327	0.8810	0.9386
0.2616	11.2778	812	0.8309	0.4327	0.8309	0.9116
0.2616	11.3056	814	0.7861	0.4336	0.7861	0.8866
0.2616	11.3333	816	0.7486	0.4776	0.7485	0.8652
0.2616	11.3611	818	0.7478	0.4776	0.7478	0.8647
0.2616	11.3889	820	0.7524	0.4644	0.7524	0.8674
0.2616	11.4167	822	0.7458	0.4908	0.7458	0.8636
0.2616	11.4444	824	0.7594	0.4908	0.7594	0.8715
0.2616	11.4722	826	0.7625	0.4908	0.7625	0.8732
0.2616	11.5	828	0.7602	0.4908	0.7602	0.8719
0.2616	11.5278	830	0.7718	0.4908	0.7718	0.8785
0.2616	11.5556	832	0.7908	0.4234	0.7908	0.8893
0.2616	11.5833	834	0.8356	0.4612	0.8356	0.9141
0.2616	11.6111	836	0.8434	0.4728	0.8434	0.9184
0.2616	11.6389	838	0.8394	0.5079	0.8394	0.9162
0.2616	11.6667	840	0.7911	0.5220	0.7911	0.8894
0.2616	11.6944	842	0.7722	0.4743	0.7722	0.8788
0.2616	11.7222	844	0.7400	0.4626	0.7400	0.8602
0.2616	11.75	846	0.7257	0.4398	0.7257	0.8519
0.2616	11.7778	848	0.7246	0.4813	0.7246	0.8513
0.2616	11.8056	850	0.7260	0.4381	0.7260	0.8521
0.2616	11.8333	852	0.7501	0.4628	0.7501	0.8661
0.2616	11.8611	854	0.7660	0.3960	0.7660	0.8752
0.2616	11.8889	856	0.7958	0.4082	0.7958	0.8921
0.2616	11.9167	858	0.8381	0.3941	0.8381	0.9155
0.2616	11.9444	860	0.8278	0.3941	0.8278	0.9099
0.2616	11.9722	862	0.7916	0.3941	0.7916	0.8897
0.2616	12.0	864	0.7631	0.4363	0.7631	0.8735
0.2616	12.0278	866	0.7883	0.4746	0.7883	0.8878
0.2616	12.0556	868	0.8381	0.4728	0.8381	0.9155
0.2616	12.0833	870	0.8834	0.4352	0.8834	0.9399
0.2616	12.1111	872	0.8972	0.4352	0.8972	0.9472
0.2616	12.1389	874	0.8713	0.4216	0.8713	0.9335
0.2616	12.1667	876	0.8197	0.3941	0.8197	0.9054
0.2616	12.1944	878	0.7829	0.4485	0.7829	0.8848
0.2616	12.2222	880	0.7747	0.4363	0.7747	0.8802
0.2616	12.25	882	0.7854	0.3941	0.7854	0.8862
0.2616	12.2778	884	0.7700	0.4345	0.7700	0.8775
0.2616	12.3056	886	0.7429	0.4363	0.7429	0.8619
0.2616	12.3333	888	0.7186	0.4381	0.7186	0.8477
0.2616	12.3611	890	0.7028	0.4643	0.7028	0.8383
0.2616	12.3889	892	0.6897	0.5288	0.6897	0.8305
0.2616	12.4167	894	0.6836	0.5549	0.6836	0.8268
0.2616	12.4444	896	0.6835	0.5073	0.6835	0.8268
0.2616	12.4722	898	0.6841	0.5073	0.6841	0.8271
0.2616	12.5	900	0.6901	0.5210	0.6901	0.8307
0.2616	12.5278	902	0.6881	0.5210	0.6881	0.8295
0.2616	12.5556	904	0.6865	0.5402	0.6865	0.8285
0.2616	12.5833	906	0.6978	0.5131	0.6978	0.8353
0.2616	12.6111	908	0.7166	0.5232	0.7166	0.8465
0.2616	12.6389	910	0.7254	0.5618	0.7254	0.8517
0.2616	12.6667	912	0.7413	0.5405	0.7413	0.8610
0.2616	12.6944	914	0.7713	0.5197	0.7713	0.8782
0.2616	12.7222	916	0.7716	0.4944	0.7716	0.8784
0.2616	12.75	918	0.7608	0.4692	0.7608	0.8722
0.2616	12.7778	920	0.7497	0.4882	0.7497	0.8658
0.2616	12.8056	922	0.7986	0.5232	0.7986	0.8936
0.2616	12.8333	924	0.8503	0.4327	0.8503	0.9221
0.2616	12.8611	926	0.8751	0.4192	0.8751	0.9355
0.2616	12.8889	928	0.8732	0.3637	0.8732	0.9345
0.2616	12.9167	930	0.8973	0.3637	0.8973	0.9472
0.2616	12.9444	932	0.8987	0.3682	0.8987	0.9480
0.2616	12.9722	934	0.9281	0.3192	0.9281	0.9634
0.2616	13.0	936	0.9747	0.3192	0.9747	0.9873

Framework versions

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