ArabicNewSplits7_FineTuningAraBERT_run1_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: 0.6352
• Qwk: 0.7862
• Mse: 0.6352
• Rmse: 0.7970

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	0.1667	2	6.5357	0.0188	6.5357	2.5565
No log	0.3333	4	4.1681	0.1472	4.1681	2.0416
No log	0.5	6	2.8766	0.0988	2.8766	1.6961
No log	0.6667	8	2.1690	0.0857	2.1690	1.4728
No log	0.8333	10	1.9827	0.272	1.9827	1.4081
No log	1.0	12	1.6822	0.1698	1.6822	1.2970
No log	1.1667	14	1.7310	0.1636	1.7310	1.3157
No log	1.3333	16	2.2372	0.0517	2.2372	1.4957
No log	1.5	18	2.3002	0.0165	2.3002	1.5167
No log	1.6667	20	1.8442	0.1132	1.8442	1.3580
No log	1.8333	22	1.8381	0.1132	1.8381	1.3558
No log	2.0	24	1.9206	0.125	1.9206	1.3858
No log	2.1667	26	1.7188	0.0943	1.7188	1.3110
No log	2.3333	28	1.6376	0.1667	1.6376	1.2797
No log	2.5	30	1.6657	0.3103	1.6657	1.2906
No log	2.6667	32	1.5574	0.2783	1.5574	1.2480
No log	2.8333	34	1.3960	0.2243	1.3960	1.1815
No log	3.0	36	1.2906	0.2883	1.2906	1.1360
No log	3.1667	38	1.1659	0.3761	1.1659	1.0798
No log	3.3333	40	1.1170	0.5397	1.1170	1.0569
No log	3.5	42	1.2407	0.5692	1.2407	1.1139
No log	3.6667	44	1.4655	0.5152	1.4655	1.2106
No log	3.8333	46	1.4100	0.5152	1.4100	1.1875
No log	4.0	48	1.0203	0.6316	1.0203	1.0101
No log	4.1667	50	0.8930	0.6944	0.8930	0.9450
No log	4.3333	52	0.8772	0.7172	0.8772	0.9366
No log	4.5	54	0.9032	0.7413	0.9032	0.9504
No log	4.6667	56	0.8705	0.7483	0.8705	0.9330
No log	4.8333	58	0.8467	0.7517	0.8467	0.9202
No log	5.0	60	0.8278	0.7027	0.8278	0.9098
No log	5.1667	62	0.8312	0.7105	0.8312	0.9117
No log	5.3333	64	0.8124	0.6939	0.8124	0.9013
No log	5.5	66	0.8933	0.6944	0.8933	0.9452
No log	5.6667	68	0.8055	0.6757	0.8055	0.8975
No log	5.8333	70	1.0179	0.6104	1.0179	1.0089
No log	6.0	72	0.8710	0.7273	0.8710	0.9333
No log	6.1667	74	0.9126	0.6933	0.9126	0.9553
No log	6.3333	76	1.0229	0.6711	1.0229	1.0114
No log	6.5	78	0.9035	0.6795	0.9035	0.9505
No log	6.6667	80	0.8403	0.7097	0.8403	0.9167
No log	6.8333	82	0.8266	0.7143	0.8266	0.9092
No log	7.0	84	0.7613	0.7143	0.7613	0.8725
No log	7.1667	86	0.7363	0.7034	0.7363	0.8581
No log	7.3333	88	0.7204	0.7222	0.7204	0.8488
No log	7.5	90	0.6911	0.7568	0.6911	0.8313
No log	7.6667	92	0.6899	0.72	0.6899	0.8306
No log	7.8333	94	0.7128	0.7237	0.7128	0.8443
No log	8.0	96	0.7308	0.7226	0.7308	0.8549
No log	8.1667	98	0.7142	0.7237	0.7142	0.8451
No log	8.3333	100	0.7926	0.7034	0.7926	0.8903
No log	8.5	102	0.8657	0.6986	0.8657	0.9304
No log	8.6667	104	0.7204	0.6986	0.7204	0.8488
No log	8.8333	106	0.6276	0.7871	0.6276	0.7922
No log	9.0	108	0.6207	0.7871	0.6207	0.7878
No log	9.1667	110	0.6229	0.7821	0.6229	0.7892
No log	9.3333	112	0.7134	0.7375	0.7134	0.8446
No log	9.5	114	0.6936	0.7347	0.6936	0.8328
No log	9.6667	116	0.7389	0.7733	0.7389	0.8596
No log	9.8333	118	0.7402	0.7092	0.7402	0.8604
No log	10.0	120	1.0175	0.6104	1.0175	1.0087
No log	10.1667	122	1.1883	0.6076	1.1883	1.0901
No log	10.3333	124	0.9182	0.6528	0.9182	0.9582
No log	10.5	126	0.7315	0.7246	0.7315	0.8553
No log	10.6667	128	0.7213	0.7133	0.7213	0.8493
No log	10.8333	130	0.7274	0.7550	0.7274	0.8529
No log	11.0	132	0.8134	0.6928	0.8134	0.9019
No log	11.1667	134	0.9866	0.6456	0.9866	0.9933
No log	11.3333	136	0.8350	0.7453	0.8350	0.9138
No log	11.5	138	0.7002	0.7613	0.7002	0.8368
No log	11.6667	140	0.6676	0.7564	0.6676	0.8171
No log	11.8333	142	0.7614	0.7662	0.7614	0.8726
No log	12.0	144	0.6855	0.7643	0.6855	0.8280
No log	12.1667	146	0.6522	0.7483	0.6522	0.8076
No log	12.3333	148	0.6407	0.7383	0.6407	0.8005
No log	12.5	150	0.6508	0.7582	0.6508	0.8067
No log	12.6667	152	0.6368	0.7771	0.6368	0.7980
No log	12.8333	154	0.6491	0.7532	0.6491	0.8057
No log	13.0	156	0.6717	0.7532	0.6717	0.8196
No log	13.1667	158	0.6574	0.7517	0.6574	0.8108
No log	13.3333	160	0.7403	0.7517	0.7403	0.8604
No log	13.5	162	0.7343	0.7361	0.7343	0.8569
No log	13.6667	164	0.7259	0.7050	0.7259	0.8520
No log	13.8333	166	0.7268	0.7050	0.7268	0.8525
No log	14.0	168	0.7524	0.6849	0.7524	0.8674
No log	14.1667	170	0.8030	0.6918	0.8030	0.8961
No log	14.3333	172	0.7297	0.7342	0.7297	0.8542
No log	14.5	174	0.6714	0.7417	0.6714	0.8194
No log	14.6667	176	0.6872	0.7273	0.6872	0.8290
No log	14.8333	178	0.7639	0.6842	0.7639	0.8740
No log	15.0	180	0.8252	0.6974	0.8252	0.9084
No log	15.1667	182	0.7970	0.6620	0.7970	0.8928
No log	15.3333	184	0.7678	0.6619	0.7678	0.8763
No log	15.5	186	0.7329	0.6957	0.7329	0.8561
No log	15.6667	188	0.7053	0.7	0.7053	0.8398
No log	15.8333	190	0.6722	0.7273	0.6722	0.8199
No log	16.0	192	0.6696	0.7183	0.6696	0.8183
No log	16.1667	194	0.7893	0.7190	0.7893	0.8884
No log	16.3333	196	0.9112	0.6753	0.9112	0.9546
No log	16.5	198	0.8178	0.7105	0.8178	0.9043
No log	16.6667	200	0.6667	0.75	0.6667	0.8165
No log	16.8333	202	0.7777	0.7237	0.7777	0.8819
No log	17.0	204	0.7670	0.7273	0.7670	0.8758
No log	17.1667	206	0.6286	0.8312	0.6286	0.7928
No log	17.3333	208	0.8267	0.6928	0.8267	0.9092
No log	17.5	210	1.0371	0.5957	1.0371	1.0184
No log	17.6667	212	0.9739	0.6	0.9739	0.9869
No log	17.8333	214	0.7654	0.6892	0.7654	0.8749
No log	18.0	216	0.6764	0.7947	0.6764	0.8224
No log	18.1667	218	0.7149	0.6806	0.7149	0.8455
No log	18.3333	220	0.6961	0.7682	0.6961	0.8343
No log	18.5	222	0.7430	0.7067	0.7430	0.8620
No log	18.6667	224	0.9731	0.6582	0.9731	0.9864
No log	18.8333	226	0.9588	0.6582	0.9588	0.9792
No log	19.0	228	0.7599	0.7114	0.7599	0.8717
No log	19.1667	230	0.6761	0.7050	0.6761	0.8223
No log	19.3333	232	0.8095	0.7027	0.8095	0.8997
No log	19.5	234	0.8177	0.6939	0.8177	0.9043
No log	19.6667	236	0.6748	0.7619	0.6748	0.8215
No log	19.8333	238	0.6823	0.6993	0.6823	0.8260
No log	20.0	240	0.8958	0.6338	0.8958	0.9465
No log	20.1667	242	0.9251	0.5985	0.9251	0.9618
No log	20.3333	244	0.8002	0.6812	0.8002	0.8945
No log	20.5	246	0.7142	0.7246	0.7142	0.8451
No log	20.6667	248	0.6943	0.7338	0.6943	0.8332
No log	20.8333	250	0.6983	0.7246	0.6983	0.8356
No log	21.0	252	0.7977	0.6711	0.7977	0.8932
No log	21.1667	254	0.9473	0.6301	0.9473	0.9733
No log	21.3333	256	0.8821	0.6667	0.8821	0.9392
No log	21.5	258	0.7007	0.7152	0.7007	0.8371
No log	21.6667	260	0.6299	0.7534	0.6299	0.7937
No log	21.8333	262	0.7249	0.7114	0.7249	0.8514
No log	22.0	264	0.6814	0.7383	0.6814	0.8254
No log	22.1667	266	0.6170	0.7552	0.6170	0.7855
No log	22.3333	268	0.8192	0.6711	0.8192	0.9051
No log	22.5	270	1.1623	0.5735	1.1623	1.0781
No log	22.6667	272	1.2737	0.4672	1.2737	1.1286
No log	22.8333	274	1.0856	0.5985	1.0856	1.0419
No log	23.0	276	0.7824	0.6525	0.7824	0.8845
No log	23.1667	278	0.6415	0.7606	0.6415	0.8009
No log	23.3333	280	0.6588	0.7413	0.6588	0.8116
No log	23.5	282	0.6847	0.7101	0.6847	0.8275
No log	23.6667	284	0.6972	0.6912	0.6972	0.8350
No log	23.8333	286	0.7280	0.7007	0.7280	0.8533
No log	24.0	288	0.7556	0.7083	0.7556	0.8693
No log	24.1667	290	0.7274	0.7448	0.7274	0.8529
No log	24.3333	292	0.7134	0.6812	0.7134	0.8446
No log	24.5	294	0.7254	0.6812	0.7254	0.8517
No log	24.6667	296	0.7317	0.6861	0.7317	0.8554
No log	24.8333	298	0.7829	0.6809	0.7829	0.8848
No log	25.0	300	0.8108	0.6621	0.8108	0.9004
No log	25.1667	302	0.7570	0.6757	0.7570	0.8700
No log	25.3333	304	0.6841	0.7383	0.6841	0.8271
No log	25.5	306	0.6901	0.7133	0.6901	0.8307
No log	25.6667	308	0.7246	0.7397	0.7246	0.8512
No log	25.8333	310	0.7136	0.6667	0.7136	0.8447
No log	26.0	312	0.7474	0.7448	0.7474	0.8645
No log	26.1667	314	0.8606	0.6620	0.8606	0.9277
No log	26.3333	316	0.9093	0.6286	0.9093	0.9536
No log	26.5	318	0.8517	0.6809	0.8517	0.9229
No log	26.6667	320	0.7592	0.7324	0.7592	0.8713
No log	26.8333	322	0.6970	0.7432	0.6970	0.8349
No log	27.0	324	0.6672	0.7843	0.6672	0.8168
No log	27.1667	326	0.7474	0.7013	0.7474	0.8645
No log	27.3333	328	0.8934	0.6456	0.8934	0.9452
No log	27.5	330	0.9637	0.6329	0.9637	0.9817
No log	27.6667	332	0.8976	0.6438	0.8976	0.9474
No log	27.8333	334	0.7979	0.6475	0.7979	0.8932
No log	28.0	336	0.7388	0.6617	0.7388	0.8595
No log	28.1667	338	0.7165	0.6957	0.7165	0.8465
No log	28.3333	340	0.6734	0.7050	0.6734	0.8206
No log	28.5	342	0.6476	0.7755	0.6476	0.8047
No log	28.6667	344	0.7017	0.7152	0.7017	0.8377
No log	28.8333	346	0.7169	0.6968	0.7169	0.8467
No log	29.0	348	0.6520	0.7436	0.6520	0.8075
No log	29.1667	350	0.6333	0.7799	0.6333	0.7958
No log	29.3333	352	0.6700	0.7383	0.6700	0.8186
No log	29.5	354	0.7292	0.7211	0.7292	0.8539
No log	29.6667	356	0.7481	0.7234	0.7481	0.8650
No log	29.8333	358	0.7879	0.6866	0.7879	0.8876
No log	30.0	360	0.8099	0.6767	0.8099	0.9000
No log	30.1667	362	0.8288	0.6471	0.8288	0.9104
No log	30.3333	364	0.8043	0.6471	0.8043	0.8968
No log	30.5	366	0.7824	0.6761	0.7824	0.8845
No log	30.6667	368	0.7572	0.7034	0.7572	0.8702
No log	30.8333	370	0.7523	0.72	0.7523	0.8673
No log	31.0	372	0.8000	0.6879	0.8000	0.8945
No log	31.1667	374	0.8466	0.6503	0.8466	0.9201
No log	31.3333	376	0.7890	0.6974	0.7890	0.8882
No log	31.5	378	0.7354	0.7211	0.7354	0.8576
No log	31.6667	380	0.7087	0.7133	0.7087	0.8418
No log	31.8333	382	0.7058	0.7007	0.7058	0.8401
No log	32.0	384	0.7178	0.6963	0.7178	0.8473
No log	32.1667	386	0.7075	0.6765	0.7075	0.8411
No log	32.3333	388	0.6866	0.7133	0.6866	0.8286
No log	32.5	390	0.6923	0.7347	0.6923	0.8321
No log	32.6667	392	0.6566	0.7483	0.6566	0.8103
No log	32.8333	394	0.6442	0.7724	0.6442	0.8026
No log	33.0	396	0.6458	0.7724	0.6458	0.8036
No log	33.1667	398	0.6329	0.7785	0.6329	0.7956
No log	33.3333	400	0.6588	0.7671	0.6588	0.8116
No log	33.5	402	0.6966	0.7324	0.6966	0.8347
No log	33.6667	404	0.7231	0.7101	0.7231	0.8503
No log	33.8333	406	0.7208	0.7194	0.7208	0.8490
No log	34.0	408	0.7072	0.7376	0.7072	0.8410
No log	34.1667	410	0.6967	0.7338	0.6967	0.8347
No log	34.3333	412	0.7063	0.7059	0.7063	0.8404
No log	34.5	414	0.6854	0.7059	0.6854	0.8279
No log	34.6667	416	0.6772	0.7692	0.6772	0.8229
No log	34.8333	418	0.7034	0.7619	0.7034	0.8387
No log	35.0	420	0.7959	0.6846	0.7959	0.8921
No log	35.1667	422	0.8095	0.6846	0.8095	0.8997
No log	35.3333	424	0.7869	0.6849	0.7869	0.8871
No log	35.5	426	0.7447	0.7101	0.7447	0.8630
No log	35.6667	428	0.7875	0.7153	0.7875	0.8874
No log	35.8333	430	0.8138	0.6912	0.8138	0.9021
No log	36.0	432	0.7965	0.7153	0.7965	0.8924
No log	36.1667	434	0.7489	0.6957	0.7489	0.8654
No log	36.3333	436	0.7568	0.6812	0.7568	0.8700
No log	36.5	438	0.8306	0.6713	0.8306	0.9113
No log	36.6667	440	0.8179	0.6667	0.8179	0.9044
No log	36.8333	442	0.7039	0.7285	0.7039	0.8390
No log	37.0	444	0.6296	0.7947	0.6296	0.7935
No log	37.1667	446	0.6288	0.8054	0.6288	0.7929
No log	37.3333	448	0.6264	0.8	0.6264	0.7915
No log	37.5	450	0.6424	0.8	0.6424	0.8015
No log	37.6667	452	0.6746	0.7246	0.6746	0.8213
No log	37.8333	454	0.7351	0.7310	0.7351	0.8574
No log	38.0	456	0.7717	0.7310	0.7717	0.8785
No log	38.1667	458	0.7223	0.7517	0.7223	0.8499
No log	38.3333	460	0.6574	0.8082	0.6574	0.8108
No log	38.5	462	0.6534	0.7651	0.6534	0.8083
No log	38.6667	464	0.6593	0.7742	0.6593	0.8119
No log	38.8333	466	0.6261	0.7703	0.6261	0.7913
No log	39.0	468	0.6469	0.7808	0.6469	0.8043
No log	39.1667	470	0.7328	0.7162	0.7328	0.8560
No log	39.3333	472	0.8182	0.6849	0.8182	0.9046
No log	39.5	474	0.8029	0.6901	0.8029	0.8961
No log	39.6667	476	0.7904	0.6906	0.7904	0.8890
No log	39.8333	478	0.7590	0.6906	0.7590	0.8712
No log	40.0	480	0.7617	0.6906	0.7617	0.8727
No log	40.1667	482	0.8101	0.6713	0.8101	0.9001
No log	40.3333	484	0.9014	0.6364	0.9014	0.9494
No log	40.5	486	0.9235	0.6364	0.9235	0.9610
No log	40.6667	488	0.8318	0.6713	0.8318	0.9120
No log	40.8333	490	0.7176	0.7376	0.7176	0.8471
No log	41.0	492	0.6729	0.7194	0.6729	0.8203
No log	41.1667	494	0.6684	0.7552	0.6684	0.8176
No log	41.3333	496	0.6809	0.7692	0.6809	0.8252
No log	41.5	498	0.7642	0.6993	0.7642	0.8742
0.3319	41.6667	500	0.8158	0.6849	0.8158	0.9032
0.3319	41.8333	502	0.7782	0.7123	0.7782	0.8822
0.3319	42.0	504	0.7125	0.7273	0.7125	0.8441
0.3319	42.1667	506	0.6325	0.8	0.6325	0.7953
0.3319	42.3333	508	0.6060	0.8054	0.6060	0.7784
0.3319	42.5	510	0.6127	0.7891	0.6127	0.7827
0.3319	42.6667	512	0.6201	0.8108	0.6201	0.7874
0.3319	42.8333	514	0.6166	0.8108	0.6166	0.7852
0.3319	43.0	516	0.6320	0.7692	0.6320	0.7950
0.3319	43.1667	518	0.6667	0.7586	0.6667	0.8165
0.3319	43.3333	520	0.6831	0.7465	0.6831	0.8265
0.3319	43.5	522	0.7218	0.7586	0.7218	0.8496
0.3319	43.6667	524	0.7056	0.7391	0.7056	0.8400
0.3319	43.8333	526	0.6684	0.7606	0.6684	0.8176
0.3319	44.0	528	0.6443	0.7552	0.6443	0.8027
0.3319	44.1667	530	0.6386	0.75	0.6386	0.7991
0.3319	44.3333	532	0.6332	0.7755	0.6332	0.7957
0.3319	44.5	534	0.7054	0.7034	0.7054	0.8399
0.3319	44.6667	536	0.8691	0.6538	0.8691	0.9322
0.3319	44.8333	538	0.9211	0.6536	0.9211	0.9597
0.3319	45.0	540	0.8579	0.6533	0.8579	0.9262
0.3319	45.1667	542	0.7488	0.6892	0.7488	0.8653
0.3319	45.3333	544	0.6618	0.7429	0.6618	0.8135
0.3319	45.5	546	0.6468	0.7887	0.6468	0.8042
0.3319	45.6667	548	0.6624	0.7429	0.6624	0.8139
0.3319	45.8333	550	0.6651	0.7299	0.6651	0.8155
0.3319	46.0	552	0.6581	0.7482	0.6581	0.8112
0.3319	46.1667	554	0.6552	0.7413	0.6552	0.8095
0.3319	46.3333	556	0.6430	0.7534	0.6430	0.8019
0.3319	46.5	558	0.6167	0.7619	0.6167	0.7853
0.3319	46.6667	560	0.5906	0.7671	0.5906	0.7685
0.3319	46.8333	562	0.5799	0.8235	0.5799	0.7615
0.3319	47.0	564	0.5743	0.8235	0.5743	0.7578
0.3319	47.1667	566	0.5864	0.8163	0.5864	0.7658
0.3319	47.3333	568	0.6161	0.7887	0.6161	0.7849
0.3319	47.5	570	0.6340	0.7801	0.6340	0.7963
0.3319	47.6667	572	0.6436	0.7801	0.6436	0.8022
0.3319	47.8333	574	0.6264	0.7887	0.6264	0.7914
0.3319	48.0	576	0.6085	0.8112	0.6085	0.7800
0.3319	48.1667	578	0.5881	0.8112	0.5881	0.7668
0.3319	48.3333	580	0.5694	0.8112	0.5694	0.7546
0.3319	48.5	582	0.5748	0.7895	0.5748	0.7581
0.3319	48.6667	584	0.6257	0.7733	0.6257	0.7910
0.3319	48.8333	586	0.6880	0.6846	0.6880	0.8295
0.3319	49.0	588	0.6819	0.6897	0.6819	0.8258
0.3319	49.1667	590	0.6393	0.7639	0.6393	0.7996
0.3319	49.3333	592	0.6029	0.7778	0.6029	0.7764
0.3319	49.5	594	0.6057	0.8219	0.6057	0.7783
0.3319	49.6667	596	0.5965	0.7891	0.5965	0.7723
0.3319	49.8333	598	0.5824	0.8188	0.5824	0.7631
0.3319	50.0	600	0.5944	0.8158	0.5944	0.7710
0.3319	50.1667	602	0.6319	0.7436	0.6319	0.7949
0.3319	50.3333	604	0.6594	0.7261	0.6594	0.8120
0.3319	50.5	606	0.6567	0.7467	0.6567	0.8104
0.3319	50.6667	608	0.6254	0.7838	0.6254	0.7908
0.3319	50.8333	610	0.6320	0.8027	0.6320	0.7950
0.3319	51.0	612	0.6589	0.7778	0.6589	0.8117
0.3319	51.1667	614	0.6992	0.7194	0.6992	0.8362
0.3319	51.3333	616	0.7321	0.7092	0.7321	0.8557
0.3319	51.5	618	0.7432	0.6944	0.7432	0.8621
0.3319	51.6667	620	0.7564	0.6711	0.7564	0.8697
0.3319	51.8333	622	0.7028	0.7067	0.7028	0.8383
0.3319	52.0	624	0.6435	0.7273	0.6435	0.8022
0.3319	52.1667	626	0.6023	0.7613	0.6023	0.7761
0.3319	52.3333	628	0.5809	0.8026	0.5809	0.7622
0.3319	52.5	630	0.5900	0.7947	0.5900	0.7681
0.3319	52.6667	632	0.6287	0.7310	0.6287	0.7929
0.3319	52.8333	634	0.6471	0.7152	0.6471	0.8044
0.3319	53.0	636	0.6559	0.7152	0.6559	0.8099
0.3319	53.1667	638	0.6326	0.7152	0.6326	0.7954
0.3319	53.3333	640	0.5996	0.7733	0.5996	0.7743
0.3319	53.5	642	0.5777	0.8212	0.5777	0.7601
0.3319	53.6667	644	0.5859	0.8133	0.5859	0.7654
0.3319	53.8333	646	0.6066	0.8082	0.6066	0.7788
0.3319	54.0	648	0.6329	0.7887	0.6329	0.7955
0.3319	54.1667	650	0.6744	0.7361	0.6744	0.8212
0.3319	54.3333	652	0.7088	0.7286	0.7088	0.8419
0.3319	54.5	654	0.7111	0.7376	0.7111	0.8432
0.3319	54.6667	656	0.7157	0.7286	0.7157	0.8460
0.3319	54.8333	658	0.7124	0.7286	0.7124	0.8441
0.3319	55.0	660	0.7039	0.7286	0.7039	0.8390
0.3319	55.1667	662	0.6701	0.7376	0.6701	0.8186
0.3319	55.3333	664	0.6460	0.7917	0.6460	0.8037
0.3319	55.5	666	0.6407	0.7917	0.6407	0.8004
0.3319	55.6667	668	0.6340	0.8138	0.6340	0.7963
0.3319	55.8333	670	0.6306	0.8138	0.6306	0.7941
0.3319	56.0	672	0.6417	0.7887	0.6417	0.8010
0.3319	56.1667	674	0.6632	0.7338	0.6632	0.8144
0.3319	56.3333	676	0.6864	0.7376	0.6864	0.8285
0.3319	56.5	678	0.6907	0.7183	0.6907	0.8311
0.3319	56.6667	680	0.6880	0.7183	0.6880	0.8294
0.3319	56.8333	682	0.6756	0.7376	0.6756	0.8220
0.3319	57.0	684	0.6465	0.7660	0.6465	0.8040
0.3319	57.1667	686	0.6236	0.8082	0.6236	0.7897
0.3319	57.3333	688	0.6166	0.8082	0.6166	0.7852
0.3319	57.5	690	0.6310	0.7919	0.6310	0.7943
0.3319	57.6667	692	0.6783	0.75	0.6783	0.8236
0.3319	57.8333	694	0.7351	0.7083	0.7351	0.8574
0.3319	58.0	696	0.7469	0.7273	0.7469	0.8642
0.3319	58.1667	698	0.7421	0.7273	0.7421	0.8615
0.3319	58.3333	700	0.7172	0.7273	0.7172	0.8469
0.3319	58.5	702	0.6847	0.75	0.6847	0.8275
0.3319	58.6667	704	0.6728	0.75	0.6728	0.8203
0.3319	58.8333	706	0.6559	0.7887	0.6559	0.8099
0.3319	59.0	708	0.6358	0.7862	0.6358	0.7974
0.3319	59.1667	710	0.6295	0.7919	0.6295	0.7934
0.3319	59.3333	712	0.6449	0.7671	0.6449	0.8030
0.3319	59.5	714	0.6808	0.7273	0.6808	0.8251
0.3319	59.6667	716	0.6984	0.7273	0.6984	0.8357
0.3319	59.8333	718	0.7238	0.7273	0.7238	0.8508
0.3319	60.0	720	0.7341	0.7273	0.7341	0.8568
0.3319	60.1667	722	0.7333	0.7273	0.7333	0.8564
0.3319	60.3333	724	0.7157	0.7273	0.7157	0.8460
0.3319	60.5	726	0.6740	0.75	0.6740	0.8209
0.3319	60.6667	728	0.6496	0.7586	0.6496	0.8060
0.3319	60.8333	730	0.6468	0.7703	0.6468	0.8042
0.3319	61.0	732	0.6548	0.7619	0.6548	0.8092
0.3319	61.1667	734	0.6713	0.75	0.6713	0.8193
0.3319	61.3333	736	0.6850	0.75	0.6850	0.8276
0.3319	61.5	738	0.7029	0.75	0.7029	0.8384
0.3319	61.6667	740	0.7257	0.7273	0.7257	0.8519
0.3319	61.8333	742	0.7295	0.7273	0.7295	0.8541
0.3319	62.0	744	0.7135	0.7273	0.7135	0.8447
0.3319	62.1667	746	0.7001	0.7286	0.7001	0.8367
0.3319	62.3333	748	0.6996	0.7273	0.6996	0.8364
0.3319	62.5	750	0.6943	0.7273	0.6943	0.8332
0.3319	62.6667	752	0.6876	0.7273	0.6876	0.8292
0.3319	62.8333	754	0.6932	0.7083	0.6932	0.8326
0.3319	63.0	756	0.7016	0.7083	0.7016	0.8376
0.3319	63.1667	758	0.7339	0.7083	0.7339	0.8567
0.3319	63.3333	760	0.7726	0.7083	0.7726	0.8790
0.3319	63.5	762	0.7653	0.7083	0.7653	0.8748
0.3319	63.6667	764	0.7724	0.7083	0.7724	0.8788
0.3319	63.8333	766	0.8004	0.7083	0.8004	0.8946
0.3319	64.0	768	0.8165	0.6993	0.8165	0.9036
0.3319	64.1667	770	0.8141	0.6993	0.8141	0.9023
0.3319	64.3333	772	0.7901	0.7092	0.7901	0.8889
0.3319	64.5	774	0.7454	0.7194	0.7454	0.8634
0.3319	64.6667	776	0.7116	0.7246	0.7116	0.8436
0.3319	64.8333	778	0.6910	0.7101	0.6910	0.8312
0.3319	65.0	780	0.6716	0.7183	0.6716	0.8195
0.3319	65.1667	782	0.6551	0.7273	0.6551	0.8094
0.3319	65.3333	784	0.6504	0.75	0.6504	0.8065
0.3319	65.5	786	0.6529	0.7518	0.6529	0.8080
0.3319	65.6667	788	0.6571	0.7429	0.6571	0.8106
0.3319	65.8333	790	0.6574	0.7660	0.6574	0.8108
0.3319	66.0	792	0.6745	0.7518	0.6745	0.8213
0.3319	66.1667	794	0.6901	0.7518	0.6901	0.8307
0.3319	66.3333	796	0.6923	0.7518	0.6923	0.8320
0.3319	66.5	798	0.6791	0.7518	0.6791	0.8241
0.3319	66.6667	800	0.6680	0.7429	0.6680	0.8173
0.3319	66.8333	802	0.6626	0.7429	0.6626	0.8140
0.3319	67.0	804	0.6530	0.7429	0.6530	0.8081
0.3319	67.1667	806	0.6424	0.7324	0.6424	0.8015
0.3319	67.3333	808	0.6344	0.7862	0.6344	0.7965
0.3319	67.5	810	0.6464	0.7862	0.6464	0.8040
0.3319	67.6667	812	0.6750	0.7534	0.6750	0.8216
0.3319	67.8333	814	0.7166	0.7432	0.7166	0.8465
0.3319	68.0	816	0.7469	0.7067	0.7469	0.8642
0.3319	68.1667	818	0.7424	0.7211	0.7424	0.8616
0.3319	68.3333	820	0.7185	0.7534	0.7185	0.8476
0.3319	68.5	822	0.6909	0.7465	0.6909	0.8312
0.3319	68.6667	824	0.6772	0.7361	0.6772	0.8229
0.3319	68.8333	826	0.6711	0.7310	0.6711	0.8192
0.3319	69.0	828	0.6633	0.7651	0.6633	0.8144
0.3319	69.1667	830	0.6420	0.7448	0.6420	0.8013
0.3319	69.3333	832	0.6390	0.7361	0.6390	0.7994
0.3319	69.5	834	0.6604	0.7619	0.6604	0.8126
0.3319	69.6667	836	0.6874	0.7347	0.6874	0.8291
0.3319	69.8333	838	0.7018	0.72	0.7018	0.8378
0.3319	70.0	840	0.7124	0.7211	0.7124	0.8440
0.3319	70.1667	842	0.7359	0.7211	0.7359	0.8578
0.3319	70.3333	844	0.7523	0.7083	0.7523	0.8673
0.3319	70.5	846	0.7626	0.7083	0.7626	0.8733
0.3319	70.6667	848	0.7540	0.7194	0.7540	0.8683
0.3319	70.8333	850	0.7370	0.7194	0.7370	0.8585
0.3319	71.0	852	0.7168	0.7194	0.7168	0.8467
0.3319	71.1667	854	0.7083	0.7429	0.7083	0.8416
0.3319	71.3333	856	0.7064	0.7429	0.7064	0.8405
0.3319	71.5	858	0.7021	0.7194	0.7021	0.8379
0.3319	71.6667	860	0.6833	0.7429	0.6833	0.8266
0.3319	71.8333	862	0.6535	0.75	0.6535	0.8084
0.3319	72.0	864	0.6301	0.7838	0.6301	0.7938
0.3319	72.1667	866	0.6168	0.7838	0.6168	0.7854
0.3319	72.3333	868	0.6137	0.7838	0.6137	0.7834
0.3319	72.5	870	0.6203	0.7733	0.6203	0.7876
0.3319	72.6667	872	0.6342	0.7733	0.6342	0.7964
0.3319	72.8333	874	0.6386	0.7733	0.6386	0.7991
0.3319	73.0	876	0.6285	0.7724	0.6285	0.7928
0.3319	73.1667	878	0.6272	0.7832	0.6272	0.7920
0.3319	73.3333	880	0.6367	0.7832	0.6367	0.7979
0.3319	73.5	882	0.6487	0.7724	0.6487	0.8054
0.3319	73.6667	884	0.6714	0.7586	0.6714	0.8194
0.3319	73.8333	886	0.6971	0.7361	0.6971	0.8349
0.3319	74.0	888	0.7136	0.7286	0.7136	0.8448
0.3319	74.1667	890	0.7182	0.7286	0.7182	0.8475
0.3319	74.3333	892	0.7120	0.7286	0.7120	0.8438
0.3319	74.5	894	0.7073	0.7286	0.7073	0.8410
0.3319	74.6667	896	0.6949	0.7518	0.6949	0.8336
0.3319	74.8333	898	0.6781	0.7746	0.6781	0.8235
0.3319	75.0	900	0.6637	0.7832	0.6637	0.8147
0.3319	75.1667	902	0.6605	0.7746	0.6605	0.8127
0.3319	75.3333	904	0.6655	0.7518	0.6655	0.8158
0.3319	75.5	906	0.6901	0.7172	0.6901	0.8307
0.3319	75.6667	908	0.7274	0.7211	0.7274	0.8529
0.3319	75.8333	910	0.7849	0.7067	0.7849	0.8859
0.3319	76.0	912	0.8230	0.6800	0.8230	0.9072
0.3319	76.1667	914	0.8522	0.6800	0.8522	0.9231
0.3319	76.3333	916	0.8572	0.6809	0.8572	0.9259
0.3319	76.5	918	0.8488	0.6809	0.8488	0.9213
0.3319	76.6667	920	0.8221	0.7	0.8221	0.9067
0.3319	76.8333	922	0.7907	0.7092	0.7907	0.8892
0.3319	77.0	924	0.7769	0.7194	0.7769	0.8814
0.3319	77.1667	926	0.7829	0.7059	0.7829	0.8848
0.3319	77.3333	928	0.7879	0.7059	0.7879	0.8877
0.3319	77.5	930	0.7927	0.7059	0.7927	0.8903
0.3319	77.6667	932	0.7905	0.7194	0.7905	0.8891
0.3319	77.8333	934	0.7775	0.7	0.7775	0.8817
0.3319	78.0	936	0.7606	0.7092	0.7606	0.8721
0.3319	78.1667	938	0.7377	0.7092	0.7377	0.8589
0.3319	78.3333	940	0.7053	0.7194	0.7053	0.8398
0.3319	78.5	942	0.6833	0.7194	0.6833	0.8266
0.3319	78.6667	944	0.6608	0.7518	0.6608	0.8129
0.3319	78.8333	946	0.6399	0.7724	0.6399	0.7999
0.3319	79.0	948	0.6298	0.7838	0.6298	0.7936
0.3319	79.1667	950	0.6304	0.7651	0.6304	0.7940
0.3319	79.3333	952	0.6356	0.7651	0.6356	0.7973
0.3319	79.5	954	0.6415	0.7651	0.6415	0.8010
0.3319	79.6667	956	0.6526	0.7838	0.6526	0.8078
0.3319	79.8333	958	0.6627	0.7755	0.6627	0.8141
0.3319	80.0	960	0.6700	0.75	0.6700	0.8185
0.3319	80.1667	962	0.6742	0.7286	0.6742	0.8211
0.3319	80.3333	964	0.6770	0.7429	0.6770	0.8228
0.3319	80.5	966	0.6810	0.7429	0.6810	0.8252
0.3319	80.6667	968	0.6865	0.7429	0.6865	0.8286
0.3319	80.8333	970	0.6855	0.7429	0.6855	0.8280
0.3319	81.0	972	0.6815	0.7429	0.6815	0.8255
0.3319	81.1667	974	0.6762	0.7429	0.6762	0.8223
0.3319	81.3333	976	0.6834	0.7518	0.6834	0.8267
0.3319	81.5	978	0.6988	0.7194	0.6988	0.8359
0.3319	81.6667	980	0.7175	0.7273	0.7175	0.8470
0.3319	81.8333	982	0.7253	0.7273	0.7253	0.8517
0.3319	82.0	984	0.7230	0.7273	0.7230	0.8503
0.3319	82.1667	986	0.7074	0.7273	0.7074	0.8411
0.3319	82.3333	988	0.6846	0.7183	0.6846	0.8274
0.3319	82.5	990	0.6640	0.7724	0.6640	0.8149
0.3319	82.6667	992	0.6476	0.7586	0.6476	0.8048
0.3319	82.8333	994	0.6435	0.7724	0.6435	0.8022
0.3319	83.0	996	0.6446	0.7518	0.6446	0.8029
0.3319	83.1667	998	0.6456	0.7518	0.6456	0.8035
0.0517	83.3333	1000	0.6454	0.7518	0.6454	0.8034
0.0517	83.5	1002	0.6451	0.7518	0.6451	0.8032
0.0517	83.6667	1004	0.6463	0.7518	0.6463	0.8039
0.0517	83.8333	1006	0.6443	0.7724	0.6443	0.8027
0.0517	84.0	1008	0.6350	0.7724	0.6350	0.7968
0.0517	84.1667	1010	0.6276	0.7724	0.6276	0.7922
0.0517	84.3333	1012	0.6238	0.75	0.6238	0.7898
0.0517	84.5	1014	0.6219	0.7724	0.6219	0.7886
0.0517	84.6667	1016	0.6254	0.7724	0.6254	0.7908
0.0517	84.8333	1018	0.6308	0.75	0.6308	0.7942
0.0517	85.0	1020	0.6367	0.75	0.6367	0.7979
0.0517	85.1667	1022	0.6407	0.7724	0.6407	0.8005
0.0517	85.3333	1024	0.6450	0.7724	0.6450	0.8031
0.0517	85.5	1026	0.6445	0.7724	0.6445	0.8028
0.0517	85.6667	1028	0.6457	0.7724	0.6457	0.8036
0.0517	85.8333	1030	0.6482	0.7746	0.6482	0.8051
0.0517	86.0	1032	0.6486	0.7746	0.6486	0.8053
0.0517	86.1667	1034	0.6508	0.7746	0.6508	0.8067
0.0517	86.3333	1036	0.6553	0.7746	0.6553	0.8095
0.0517	86.5	1038	0.6589	0.7746	0.6589	0.8117
0.0517	86.6667	1040	0.6570	0.7746	0.6570	0.8105
0.0517	86.8333	1042	0.6535	0.7746	0.6535	0.8084
0.0517	87.0	1044	0.6527	0.7746	0.6527	0.8079
0.0517	87.1667	1046	0.6495	0.7832	0.6495	0.8059
0.0517	87.3333	1048	0.6484	0.7917	0.6484	0.8052
0.0517	87.5	1050	0.6454	0.7972	0.6454	0.8033
0.0517	87.6667	1052	0.6446	0.7945	0.6446	0.8028
0.0517	87.8333	1054	0.6406	0.7945	0.6406	0.8004
0.0517	88.0	1056	0.6416	0.7891	0.6416	0.8010
0.0517	88.1667	1058	0.6454	0.7808	0.6454	0.8034
0.0517	88.3333	1060	0.6497	0.7724	0.6497	0.8060
0.0517	88.5	1062	0.6522	0.7724	0.6522	0.8076
0.0517	88.6667	1064	0.6538	0.7724	0.6538	0.8086
0.0517	88.8333	1066	0.6545	0.7724	0.6545	0.8090
0.0517	89.0	1068	0.6560	0.7724	0.6560	0.8099
0.0517	89.1667	1070	0.6618	0.7639	0.6618	0.8135
0.0517	89.3333	1072	0.6700	0.7660	0.6700	0.8186
0.0517	89.5	1074	0.6767	0.7801	0.6767	0.8226
0.0517	89.6667	1076	0.6782	0.7571	0.6782	0.8236
0.0517	89.8333	1078	0.6785	0.7518	0.6785	0.8237
0.0517	90.0	1080	0.6803	0.7518	0.6803	0.8248
0.0517	90.1667	1082	0.6768	0.7518	0.6768	0.8227
0.0517	90.3333	1084	0.6695	0.7724	0.6695	0.8182
0.0517	90.5	1086	0.6653	0.7724	0.6653	0.8157
0.0517	90.6667	1088	0.6604	0.7724	0.6604	0.8127
0.0517	90.8333	1090	0.6563	0.7832	0.6563	0.8101
0.0517	91.0	1092	0.6531	0.7832	0.6531	0.8081
0.0517	91.1667	1094	0.6494	0.7832	0.6494	0.8058
0.0517	91.3333	1096	0.6480	0.7832	0.6480	0.8050
0.0517	91.5	1098	0.6484	0.7832	0.6484	0.8053
0.0517	91.6667	1100	0.6504	0.7832	0.6504	0.8065
0.0517	91.8333	1102	0.6467	0.7832	0.6467	0.8042
0.0517	92.0	1104	0.6430	0.7832	0.6430	0.8019
0.0517	92.1667	1106	0.6420	0.7808	0.6420	0.8012
0.0517	92.3333	1108	0.6439	0.7808	0.6439	0.8024
0.0517	92.5	1110	0.6474	0.7808	0.6474	0.8046
0.0517	92.6667	1112	0.6497	0.7808	0.6497	0.8060
0.0517	92.8333	1114	0.6500	0.7808	0.6500	0.8062
0.0517	93.0	1116	0.6464	0.7808	0.6464	0.8040
0.0517	93.1667	1118	0.6419	0.7808	0.6419	0.8012
0.0517	93.3333	1120	0.6373	0.7808	0.6373	0.7983
0.0517	93.5	1122	0.6311	0.7808	0.6311	0.7944
0.0517	93.6667	1124	0.6271	0.7808	0.6271	0.7919
0.0517	93.8333	1126	0.6230	0.7945	0.6230	0.7893
0.0517	94.0	1128	0.6202	0.7945	0.6202	0.7875
0.0517	94.1667	1130	0.6193	0.7945	0.6193	0.7870
0.0517	94.3333	1132	0.6199	0.7972	0.6199	0.7874
0.0517	94.5	1134	0.6207	0.7746	0.6207	0.7879
0.0517	94.6667	1136	0.6222	0.7746	0.6222	0.7888
0.0517	94.8333	1138	0.6229	0.7746	0.6229	0.7892
0.0517	95.0	1140	0.6229	0.7746	0.6229	0.7892
0.0517	95.1667	1142	0.6241	0.7746	0.6241	0.7900
0.0517	95.3333	1144	0.6248	0.7746	0.6248	0.7905
0.0517	95.5	1146	0.6254	0.7746	0.6254	0.7908
0.0517	95.6667	1148	0.6263	0.7746	0.6263	0.7914
0.0517	95.8333	1150	0.6276	0.7746	0.6276	0.7922
0.0517	96.0	1152	0.6296	0.7972	0.6296	0.7935
0.0517	96.1667	1154	0.6318	0.7972	0.6318	0.7949
0.0517	96.3333	1156	0.6334	0.7972	0.6334	0.7959
0.0517	96.5	1158	0.6352	0.7972	0.6352	0.7970
0.0517	96.6667	1160	0.6364	0.7972	0.6364	0.7977
0.0517	96.8333	1162	0.6367	0.7972	0.6367	0.7979
0.0517	97.0	1164	0.6369	0.7972	0.6369	0.7981
0.0517	97.1667	1166	0.6369	0.7972	0.6369	0.7981
0.0517	97.3333	1168	0.6369	0.7972	0.6369	0.7980
0.0517	97.5	1170	0.6368	0.7887	0.6368	0.7980
0.0517	97.6667	1172	0.6371	0.7862	0.6371	0.7982
0.0517	97.8333	1174	0.6376	0.7862	0.6376	0.7985
0.0517	98.0	1176	0.6379	0.7862	0.6379	0.7987
0.0517	98.1667	1178	0.6379	0.7862	0.6379	0.7987
0.0517	98.3333	1180	0.6376	0.7808	0.6376	0.7985
0.0517	98.5	1182	0.6376	0.7808	0.6376	0.7985
0.0517	98.6667	1184	0.6376	0.7808	0.6376	0.7985
0.0517	98.8333	1186	0.6374	0.7808	0.6374	0.7984
0.0517	99.0	1188	0.6369	0.7808	0.6369	0.7981
0.0517	99.1667	1190	0.6363	0.7808	0.6363	0.7977
0.0517	99.3333	1192	0.6358	0.7862	0.6358	0.7973
0.0517	99.5	1194	0.6353	0.7862	0.6353	0.7971
0.0517	99.6667	1196	0.6352	0.7862	0.6352	0.7970
0.0517	99.8333	1198	0.6352	0.7862	0.6352	0.7970
0.0517	100.0	1200	0.6352	0.7862	0.6352	0.7970

Framework versions

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