BERiT_2000_custom_architecture_150_epochs_2

martijn75/BERiT_2000_custom_architecture_150_epochs_2

BERiT_2000_custom_architecture_150_epochs_2 is a fill-mask model from martijn75. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Fill-Mask
Library: transformers
License: mit
Model type: roberta
Access: Public
Created: Jan 8, 2025
Updated: Jan 8, 2025
SHA: 235df3f1

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Base models

Model card

From the Hugging Face model README

BERiT_2000_custom_architecture_150_epochs_2

This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 3.7086

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: 0.0005
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 150

Training results

Training Loss	Epoch	Step	Validation Loss
6.8868	0.1936	500	6.7070
6.6448	0.3873	1000	6.5616
6.5323	0.5809	1500	6.4429
6.4701	0.7746	2000	6.3770
6.3883	0.9682	2500	6.3049
6.3555	1.1619	3000	6.2705
6.3077	1.3555	3500	6.2761
6.3386	1.5492	4000	6.2023
6.2871	1.7428	4500	6.2713
6.2897	1.9365	5000	6.2780
6.2832	2.1301	5500	6.2535
6.2552	2.3238	6000	6.3123
6.2995	2.5174	6500	6.2744
6.2368	2.7111	7000	6.2724
6.2639	2.9047	7500	6.2560
6.266	3.0984	8000	6.2958
6.219	3.2920	8500	6.2938
6.2541	3.4857	9000	6.2563
6.2855	3.6793	9500	6.2499
6.2448	3.8730	10000	6.3143
6.2235	4.0666	10500	6.2578
6.2474	4.2603	11000	6.3330
6.2232	4.4539	11500	6.2581
6.2514	4.6476	12000	6.3125
6.2309	4.8412	12500	6.3137
6.2183	5.0349	13000	6.2347
6.2041	5.2285	13500	6.2453
6.1978	5.4222	14000	6.2341
6.2054	5.6158	14500	6.2934
6.2159	5.8095	15000	6.2136
6.1844	6.0031	15500	6.2032
6.2098	6.1967	16000	6.2985
6.1944	6.3904	16500	6.2668
6.1837	6.5840	17000	6.2535
6.2042	6.7777	17500	6.3233
6.1849	6.9713	18000	6.2884
6.1395	7.1650	18500	6.2714
6.1798	7.3586	19000	6.2043
6.1734	7.5523	19500	6.2788
6.1601	7.7459	20000	6.2435
6.1738	7.9396	20500	6.2596
6.1661	8.1332	21000	6.2192
6.1638	8.3269	21500	6.1830
6.1811	8.5205	22000	6.2074
6.1518	8.7142	22500	6.1835
6.1671	8.9078	23000	6.2070
6.1541	9.1015	23500	6.1587
6.1536	9.2951	24000	6.1745
6.147	9.4888	24500	6.1859
6.1517	9.6824	25000	6.2295
6.13	9.8761	25500	6.1952
6.1361	10.0697	26000	6.1824
6.0979	10.2634	26500	6.2135
6.1144	10.4570	27000	6.1729
6.137	10.6507	27500	6.2487
6.1254	10.8443	28000	6.1702
6.1222	11.0380	28500	6.2088
6.1201	11.2316	29000	6.1939
6.1276	11.4253	29500	6.1961
6.1153	11.6189	30000	6.2243
6.1124	11.8125	30500	6.1715
6.16	12.0062	31000	6.2016
6.0978	12.1998	31500	6.1400
6.1419	12.3935	32000	6.2060
6.1448	12.5871	32500	6.2001
6.1379	12.7808	33000	6.1248
6.1373	12.9744	33500	6.1806
6.1099	13.1681	34000	6.1869
6.1188	13.3617	34500	6.1455
6.1335	13.5554	35000	6.1902
6.1279	13.7490	35500	6.1918
6.1129	13.9427	36000	6.2420
6.1375	14.1363	36500	6.1943
6.072	14.3300	37000	6.1802
6.0921	14.5236	37500	6.1914
6.099	14.7173	38000	6.2459
6.104	14.9109	38500	6.2501
6.1318	15.1046	39000	6.1563
6.0896	15.2982	39500	6.1671
6.101	15.4919	40000	6.2030
6.0962	15.6855	40500	6.1562
6.1057	15.8792	41000	6.1785
6.1048	16.0728	41500	6.1160
6.0995	16.2665	42000	6.1107
6.1175	16.4601	42500	6.1319
6.0681	16.6538	43000	6.1529
6.0591	16.8474	43500	6.1259
6.0692	17.0411	44000	6.1538
6.0593	17.2347	44500	6.1277
6.0712	17.4284	45000	6.1243
6.0596	17.6220	45500	6.1098
6.0586	17.8156	46000	6.0875
6.0717	18.0093	46500	6.1570
6.0522	18.2029	47000	6.1173
6.0569	18.3966	47500	6.1580
6.0401	18.5902	48000	6.0758
6.0546	18.7839	48500	6.1418
6.0225	18.9775	49000	6.0902
6.0845	19.1712	49500	6.1283
6.0466	19.3648	50000	6.1172
6.0467	19.5585	50500	6.1024
6.0313	19.7521	51000	6.1173
6.0413	19.9458	51500	6.0835
6.0347	20.1394	52000	6.1334
6.0426	20.3331	52500	6.0819
6.0491	20.5267	53000	6.0309
6.0325	20.7204	53500	6.1063
6.037	20.9140	54000	6.0734
6.0388	21.1077	54500	6.0478
6.037	21.3013	55000	5.9943
6.0579	21.4950	55500	6.1310
6.0455	21.6886	56000	6.1323
6.0141	21.8823	56500	6.0897
6.0256	22.0759	57000	6.0588
6.0093	22.2696	57500	6.1040
6.0071	22.4632	58000	6.0895
6.0118	22.6569	58500	6.0427
6.0022	22.8505	59000	6.0596
6.002	23.0442	59500	6.0977
6.0441	23.2378	60000	6.0568
6.0142	23.4314	60500	6.0891
6.0381	23.6251	61000	6.0849
6.0492	23.8187	61500	6.0143
6.0039	24.0124	62000	6.0824
6.0215	24.2060	62500	6.0602
6.002	24.3997	63000	6.0639
5.9936	24.5933	63500	6.0548
6.0293	24.7870	64000	6.0061
6.0462	24.9806	64500	6.0159
6.0022	25.1743	65000	6.0415
5.9754	25.3679	65500	6.0789
6.0413	25.5616	66000	6.0670
6.0156	25.7552	66500	6.0283
6.0124	25.9489	67000	6.0798
6.0331	26.1425	67500	6.0177
6.0124	26.3362	68000	6.0933
5.9807	26.5298	68500	6.0987
5.9943	26.7235	69000	5.9948
5.9894	26.9171	69500	6.0897
5.9957	27.1108	70000	6.0432
6.0227	27.3044	70500	6.0381
5.9931	27.4981	71000	6.0084
5.9887	27.6917	71500	5.9928
5.9902	27.8854	72000	5.9932
5.9952	28.0790	72500	5.9591
6.0243	28.2727	73000	6.0242
5.9671	28.4663	73500	6.0334
5.9679	28.6600	74000	6.0409
5.9732	28.8536	74500	6.0303
5.9882	29.0473	75000	6.0031
5.9852	29.2409	75500	6.0295
5.9745	29.4345	76000	6.0318
6.0094	29.6282	76500	5.9779
5.943	29.8218	77000	6.0571
5.971	30.0155	77500	5.9929
5.9537	30.2091	78000	5.9899
6.0035	30.4028	78500	5.9902
5.9711	30.5964	79000	6.0642
5.9596	30.7901	79500	6.1029
5.949	30.9837	80000	6.0346
5.9672	31.1774	80500	5.9386
5.9961	31.3710	81000	6.0025
5.937	31.5647	81500	6.0043
5.9607	31.7583	82000	5.9461
5.9787	31.9520	82500	6.0050
5.9281	32.1456	83000	6.0074
5.9393	32.3393	83500	5.9896
5.9616	32.5329	84000	5.9943
5.935	32.7266	84500	5.9669
5.9225	32.9202	85000	6.0164
5.9487	33.1139	85500	6.0167
5.9407	33.3075	86000	5.9504
5.9202	33.5012	86500	5.9375
5.9312	33.6948	87000	5.9740
5.9695	33.8885	87500	5.9803
5.9328	34.0821	88000	5.9981
5.9458	34.2758	88500	5.9877
5.9108	34.4694	89000	5.9726
5.9292	34.6631	89500	6.0048
5.9393	34.8567	90000	5.9371
5.9075	35.0503	90500	5.9322
5.9569	35.2440	91000	5.8930
5.9283	35.4376	91500	5.9293
5.9137	35.6313	92000	5.9345
5.9088	35.8249	92500	6.0019
5.9298	36.0186	93000	5.9135
5.8934	36.2122	93500	5.8897
5.9261	36.4059	94000	5.9464
5.9616	36.5995	94500	5.9007
5.9355	36.7932	95000	5.9731
5.9351	36.9868	95500	5.9000
5.8848	37.1805	96000	5.9153
5.9509	37.3741	96500	5.8593
5.9377	37.5678	97000	5.9312
5.9123	37.7614	97500	5.9220
5.9072	37.9551	98000	5.9025
5.9171	38.1487	98500	5.9045
5.9058	38.3424	99000	5.9257
5.8724	38.5360	99500	5.8890
5.9044	38.7297	100000	5.8842
5.8825	38.9233	100500	5.9243
5.8896	39.1170	101000	5.8916
5.8703	39.3106	101500	5.8239
5.8995	39.5043	102000	5.8519
5.8749	39.6979	102500	5.9181
5.829	39.8916	103000	5.8810
5.8845	40.0852	103500	5.8536
5.8612	40.2789	104000	5.8568
5.8809	40.4725	104500	5.8300
5.8486	40.6662	105000	5.8324
5.8185	40.8598	105500	5.8311
5.8588	41.0534	106000	5.8350
5.8414	41.2471	106500	5.8538
5.8269	41.4407	107000	5.8113
5.8499	41.6344	107500	5.8206
5.8121	41.8280	108000	5.8496
5.824	42.0217	108500	5.7722
5.8134	42.2153	109000	5.8506
5.8237	42.4090	109500	5.7293
5.8205	42.6026	110000	5.7201
5.8149	42.7963	110500	5.7584
5.8287	42.9899	111000	5.7390
5.7979	43.1836	111500	5.6923
5.7912	43.3772	112000	5.7010
5.7989	43.5709	112500	5.6561
5.7939	43.7645	113000	5.6634
5.8073	43.9582	113500	5.6587
5.7655	44.1518	114000	5.7106
5.7636	44.3455	114500	5.6446
5.7753	44.5391	115000	5.5850
5.7335	44.7328	115500	5.7055
5.7579	44.9264	116000	5.6142
5.7321	45.1201	116500	5.6193
5.7486	45.3137	117000	5.6181
5.7493	45.5074	117500	5.5911
5.7576	45.7010	118000	5.5257
5.6826	45.8947	118500	5.5426
5.7138	46.0883	119000	5.5164
5.6917	46.2820	119500	5.4740
5.7062	46.4756	120000	5.4761
5.6774	46.6692	120500	5.4150
5.6817	46.8629	121000	5.4204
5.6402	47.0565	121500	5.3808
5.672	47.2502	122000	5.3832
5.6192	47.4438	122500	5.3092
5.6274	47.6375	123000	5.2867
5.5956	47.8311	123500	5.2730
5.628	48.0248	124000	5.2721
5.5747	48.2184	124500	5.3099
5.5864	48.4121	125000	5.1926
5.6026	48.6057	125500	5.2517
5.565	48.7994	126000	5.1896
5.5401	48.9930	126500	5.1752
5.5585	49.1867	127000	5.1345
5.4725	49.3803	127500	5.0217
5.5341	49.5740	128000	5.0441
5.4843	49.7676	128500	5.0549
5.4929	49.9613	129000	5.0234
5.5027	50.1549	129500	4.9486
5.4838	50.3486	130000	5.0121
5.4258	50.5422	130500	5.0021
5.444	50.7359	131000	4.9507
5.4608	50.9295	131500	4.9458
5.4179	51.1232	132000	4.9408
5.4395	51.3168	132500	4.8974
5.4085	51.5105	133000	4.8364
5.394	51.7041	133500	4.8886
5.4182	51.8978	134000	4.8247
5.3921	52.0914	134500	4.8603
5.3544	52.2851	135000	4.8630
5.3395	52.4787	135500	4.7975
5.3422	52.6723	136000	4.7869
5.361	52.8660	136500	4.7595
5.3215	53.0596	137000	4.7637
5.3284	53.2533	137500	4.8026
5.3268	53.4469	138000	4.7542
5.2775	53.6406	138500	4.7015
5.2891	53.8342	139000	4.7523
5.2883	54.0279	139500	4.6897
5.3205	54.2215	140000	4.6383
5.2865	54.4152	140500	4.6780
5.2957	54.6088	141000	4.6293
5.2599	54.8025	141500	4.7128
5.2845	54.9961	142000	4.6624
5.3046	55.1898	142500	4.6206
5.2851	55.3834	143000	4.6395
5.275	55.5771	143500	4.6267
5.2309	55.7707	144000	4.6122
5.2393	55.9644	144500	4.5066
5.2371	56.1580	145000	4.5565
5.1807	56.3517	145500	4.5561
5.2319	56.5453	146000	4.5561
5.1892	56.7390	146500	4.4883
5.2152	56.9326	147000	4.5307
5.2107	57.1263	147500	4.5945
5.1763	57.3199	148000	4.5088
5.1736	57.5136	148500	4.5025
5.1873	57.7072	149000	4.4684
5.1682	57.9009	149500	4.4901
5.1833	58.0945	150000	4.5007
5.158	58.2881	150500	4.4998
5.1566	58.4818	151000	4.4881
5.1396	58.6754	151500	4.4606
5.1398	58.8691	152000	4.4361
5.1647	59.0627	152500	4.4626
5.1351	59.2564	153000	4.4948
5.1394	59.4500	153500	4.4111
5.1387	59.6437	154000	4.3942
5.1642	59.8373	154500	4.4141
5.1081	60.0310	155000	4.3727
5.1328	60.2246	155500	4.3766
5.0907	60.4183	156000	4.3632
5.1057	60.6119	156500	4.3955
5.08	60.8056	157000	4.4171
5.1116	60.9992	157500	4.3444
5.0831	61.1929	158000	4.3946
5.0864	61.3865	158500	4.3487
5.0735	61.5802	159000	4.3562
5.0809	61.7738	159500	4.3267
5.104	61.9675	160000	4.2980
5.1043	62.1611	160500	4.3379
5.0554	62.3548	161000	4.2956
5.0798	62.5484	161500	4.3001
5.0637	62.7421	162000	4.3058
5.0607	62.9357	162500	4.2794
4.9913	63.1294	163000	4.3044
5.0665	63.3230	163500	4.2583
5.0363	63.5167	164000	4.2888
5.0401	63.7103	164500	4.2464
5.0487	63.9040	165000	4.3617
5.0087	64.0976	165500	4.3334
4.9814	64.2912	166000	4.3458
5.0555	64.4849	166500	4.2564
5.0706	64.6785	167000	4.2172
5.0155	64.8722	167500	4.2284
5.0289	65.0658	168000	4.2368
4.9922	65.2595	168500	4.2776
4.9848	65.4531	169000	4.3008
4.9705	65.6468	169500	4.2868
5.0126	65.8404	170000	4.2298
5.0099	66.0341	170500	4.2782
4.9837	66.2277	171000	4.1804
4.9841	66.4214	171500	4.1778
4.9999	66.6150	172000	4.2152
4.9876	66.8087	172500	4.1993
4.9864	67.0023	173000	4.1639
5.0106	67.1960	173500	4.2633
4.9833	67.3896	174000	4.1903
4.9842	67.5833	174500	4.2170
4.9695	67.7769	175000	4.2309
4.992	67.9706	175500	4.1767
4.9473	68.1642	176000	4.1994
4.936	68.3579	176500	4.1183
4.9581	68.5515	177000	4.1612
4.9441	68.7452	177500	4.1299
4.9747	68.9388	178000	4.1837
4.9322	69.1325	178500	4.1572
4.9377	69.3261	179000	4.1488
4.9228	69.5198	179500	4.1453
4.9412	69.7134	180000	4.0973
4.9501	69.9070	180500	4.1720
4.9369	70.1007	181000	4.1441
4.9242	70.2943	181500	4.1967
4.9355	70.4880	182000	4.1208
4.9401	70.6816	182500	4.1091
4.9395	70.8753	183000	4.1355
4.9221	71.0689	183500	4.0999
4.9008	71.2626	184000	4.1455
4.8807	71.4562	184500	4.1684
4.9128	71.6499	185000	4.0571
4.9078	71.8435	185500	4.0767
4.8991	72.0372	186000	4.1127
4.9177	72.2308	186500	4.1166
4.9247	72.4245	187000	4.0771
4.906	72.6181	187500	4.0526
4.9361	72.8118	188000	4.0953
4.9581	73.0054	188500	4.0640
4.8981	73.1991	189000	4.0934
4.9457	73.3927	189500	4.0980
4.9249	73.5864	190000	4.0671
4.8865	73.7800	190500	4.0816
4.8828	73.9737	191000	4.0691
4.8967	74.1673	191500	4.0782
4.9032	74.3610	192000	4.0839
4.8789	74.5546	192500	4.0712
4.8944	74.7483	193000	4.0187
4.9096	74.9419	193500	4.0808
4.8429	75.1356	194000	4.0106
4.8775	75.3292	194500	4.0984
4.863	75.5229	195000	4.0104
4.8575	75.7165	195500	3.9864
4.8819	75.9101	196000	4.0558
4.8985	76.1038	196500	4.0369
4.8853	76.2974	197000	3.9930
4.8392	76.4911	197500	4.0604
4.8742	76.6847	198000	4.0091
4.8611	76.8784	198500	4.0029
4.8393	77.0720	199000	4.0112
4.8662	77.2657	199500	4.0549
4.8659	77.4593	200000	4.0337
4.8198	77.6530	200500	4.0421
4.8654	77.8466	201000	4.0336
4.8539	78.0403	201500	3.9776
4.7931	78.2339	202000	4.0168
4.8445	78.4276	202500	4.0413
4.8048	78.6212	203000	4.0021
4.8476	78.8149	203500	4.0144
4.8557	79.0085	204000	4.0271
4.8457	79.2022	204500	3.9408
4.8034	79.3958	205000	4.0106
4.8476	79.5895	205500	3.9310
4.8346	79.7831	206000	3.9709
4.7913	79.9768	206500	3.9937
4.8253	80.1704	207000	3.9839
4.8246	80.3641	207500	3.9717
4.7904	80.5577	208000	3.9263
4.8269	80.7514	208500	3.9984
4.7991	80.9450	209000	3.9680
4.8378	81.1387	209500	3.9557
4.83	81.3323	210000	3.9280
4.7694	81.5259	210500	3.9483
4.8151	81.7196	211000	3.9656
4.8282	81.9132	211500	3.9697
4.8631	82.1069	212000	3.9448
4.8044	82.3005	212500	3.9849
4.8155	82.4942	213000	3.9435
4.7965	82.6878	213500	3.8979
4.8069	82.8815	214000	3.9085
4.8252	83.0751	214500	3.9218
4.762	83.2688	215000	3.9617
4.7842	83.4624	215500	3.9540
4.8076	83.6561	216000	3.9465
4.8019	83.8497	216500	3.9200
4.7958	84.0434	217000	3.9550
4.7947	84.2370	217500	3.9857
4.8109	84.4307	218000	3.9198
4.8178	84.6243	218500	3.9423
4.7649	84.8180	219000	3.9103
4.7559	85.0116	219500	3.9250
4.7792	85.2053	220000	3.9626
4.7578	85.3989	220500	3.8806
4.7701	85.5926	221000	3.9409
4.7803	85.7862	221500	3.9369
4.7756	85.9799	222000	3.9061
4.7906	86.1735	222500	3.8850
4.8195	86.3672	223000	3.9319
4.7531	86.5608	223500	3.9645
4.7917	86.7545	224000	3.9014
4.7783	86.9481	224500	3.9249
4.8038	87.1418	225000	3.8761
4.7864	87.3354	225500	3.9172
4.7387	87.5290	226000	3.9330
4.751	87.7227	226500	3.9367
4.7706	87.9163	227000	3.8731
4.7646	88.1100	227500	3.8751
4.7694	88.3036	228000	3.9415
4.7458	88.4973	228500	3.8654
4.78	88.6909	229000	3.9060
4.7249	88.8846	229500	3.9265
4.7284	89.0782	230000	3.8787
4.7569	89.2719	230500	3.8888
4.7515	89.4655	231000	3.9081
4.7387	89.6592	231500	3.9272
4.7555	89.8528	232000	3.9006
4.7465	90.0465	232500	3.8434
4.7488	90.2401	233000	3.9222
4.7562	90.4338	233500	3.8346
4.7359	90.6274	234000	3.8507
4.7353	90.8211	234500	3.8747
4.7835	91.0147	235000	3.8328
4.7442	91.2084	235500	3.8706
4.7468	91.4020	236000	3.8672
4.7558	91.5957	236500	3.8647
4.7153	91.7893	237000	3.9158
4.7553	91.9830	237500	3.8684
4.7464	92.1766	238000	3.9153
4.7151	92.3703	238500	3.8628
4.7428	92.5639	239000	3.8418
4.7229	92.7576	239500	3.8911
4.7178	92.9512	240000	3.8601
4.7518	93.1448	240500	3.8147
4.752	93.3385	241000	3.8884
4.715	93.5321	241500	3.9119
4.7415	93.7258	242000	3.8425
4.7572	93.9194	242500	3.8463
4.7544	94.1131	243000	3.8629
4.7166	94.3067	243500	3.8720
4.7218	94.5004	244000	3.8587
4.724	94.6940	244500	3.8072
4.7123	94.8877	245000	3.8483
4.7392	95.0813	245500	3.8386
4.7127	95.2750	246000	3.8685
4.7118	95.4686	246500	3.8794
4.7051	95.6623	247000	3.8956
4.7467	95.8559	247500	3.7999
4.7058	96.0496	248000	3.8690
4.7424	96.2432	248500	3.8902
4.7042	96.4369	249000	3.8347
4.7557	96.6305	249500	3.7776
4.7253	96.8242	250000	3.7926
4.7589	97.0178	250500	3.8752
4.7026	97.2115	251000	3.8167
4.7013	97.4051	251500	3.8199
4.7637	97.5988	252000	3.8675
4.7567	97.7924	252500	3.8418
4.6953	97.9861	253000	3.8107
4.6791	98.1797	253500	3.9028
4.7162	98.3734	254000	3.8539
4.7166	98.5670	254500	3.7957
4.7201	98.7607	255000	3.8412
4.6552	98.9543	255500	3.8594
4.682	99.1479	256000	3.8301
4.7292	99.3416	256500	3.8633
4.7118	99.5352	257000	3.8581
4.7162	99.7289	257500	3.7835
4.6683	99.9225	258000	3.7783
4.7009	100.1162	258500	3.8311
4.6679	100.3098	259000	3.8113
4.695	100.5035	259500	3.8186
4.6719	100.6971	260000	3.8066
4.6982	100.8908	260500	3.8290
4.6605	101.0844	261000	3.7510
4.675	101.2781	261500	3.8263
4.6971	101.4717	262000	3.8458
4.7219	101.6654	262500	3.8182
4.6784	101.8590	263000	3.8135
4.7001	102.0527	263500	3.7773
4.67	102.2463	264000	3.7956
4.6908	102.4400	264500	3.8218
4.6953	102.6336	265000	3.8411
4.7078	102.8273	265500	3.8306
4.6597	103.0209	266000	3.7743
4.6572	103.2146	266500	3.8610
4.6801	103.4082	267000	3.7968
4.6827	103.6019	267500	3.8202
4.6762	103.7955	268000	3.8346
4.6458	103.9892	268500	3.7855
4.6811	104.1828	269000	3.8155
4.6445	104.3765	269500	3.8253
4.6913	104.5701	270000	3.7689
4.6895	104.7637	270500	3.8603
4.6828	104.9574	271000	3.8007
4.6875	105.1510	271500	3.7676
4.6528	105.3447	272000	3.7843
4.6421	105.5383	272500	3.7994
4.6198	105.7320	273000	3.8169
4.6739	105.9256	273500	3.7897
4.694	106.1193	274000	3.7714
4.6541	106.3129	274500	3.8299
4.6641	106.5066	275000	3.7344
4.649	106.7002	275500	3.8130
4.6469	106.8939	276000	3.8375
4.6574	107.0875	276500	3.7787
4.6652	107.2812	277000	3.7915
4.6648	107.4748	277500	3.7578
4.6794	107.6685	278000	3.8065
4.6937	107.8621	278500	3.7662
4.6682	108.0558	279000	3.8089
4.6587	108.2494	279500	3.7752
4.6876	108.4431	280000	3.8045
4.6944	108.6367	280500	3.7525
4.6804	108.8304	281000	3.7625
4.6475	109.0240	281500	3.7785
4.6564	109.2177	282000	3.7453
4.6728	109.4113	282500	3.7700
4.6344	109.6050	283000	3.7199
4.6778	109.7986	283500	3.7812
4.6588	109.9923	284000	3.7576
4.6607	110.1859	284500	3.7719
4.6251	110.3796	285000	3.7599
4.6661	110.5732	285500	3.8074
4.6469	110.7668	286000	3.7438
4.6629	110.9605	286500	3.8015
4.6479	111.1541	287000	3.7722
4.618	111.3478	287500	3.7962
4.6438	111.5414	288000	3.8119
4.6699	111.7351	288500	3.7647
4.6262	111.9287	289000	3.7741
4.6714	112.1224	289500	3.7578
4.6311	112.3160	290000	3.7750
4.6057	112.5097	290500	3.7887
4.6717	112.7033	291000	3.7575
4.6402	112.8970	291500	3.7424
4.6149	113.0906	292000	3.7796
4.6361	113.2843	292500	3.7285
4.6566	113.4779	293000	3.7092
4.6505	113.6716	293500	3.7384
4.6127	113.8652	294000	3.7305
4.6174	114.0589	294500	3.7333
4.6135	114.2525	295000	3.7716
4.6154	114.4462	295500	3.7259
4.6334	114.6398	296000	3.7626
4.6114	114.8335	296500	3.7427
4.6392	115.0271	297000	3.7727
4.6619	115.2208	297500	3.7563
4.63	115.4144	298000	3.7082
4.6282	115.6081	298500	3.7154
4.6183	115.8017	299000	3.7101
4.6328	115.9954	299500	3.7494
4.645	116.1890	300000	3.7429
4.6307	116.3826	300500	3.7517
4.6224	116.5763	301000	3.7962
4.6145	116.7699	301500	3.7107
4.6294	116.9636	302000	3.7305
4.5994	117.1572	302500	3.6940
4.6218	117.3509	303000	3.7549
4.6225	117.5445	303500	3.7319
4.6298	117.7382	304000	3.7824
4.6201	117.9318	304500	3.7393
4.6064	118.1255	305000	3.7613
4.6153	118.3191	305500	3.7583
4.6246	118.5128	306000	3.7516
4.6356	118.7064	306500	3.7834
4.6168	118.9001	307000	3.7646
4.5474	119.0937	307500	3.7309
4.6467	119.2874	308000	3.7212
4.6513	119.4810	308500	3.7652
4.6227	119.6747	309000	3.7691
4.6034	119.8683	309500	3.7352
4.6937	120.0620	310000	3.6963
4.6218	120.2556	310500	3.7241
4.6162	120.4493	311000	3.7976
4.608	120.6429	311500	3.7357
4.6211	120.8366	312000	3.7653
4.6231	121.0302	312500	3.7318
4.6117	121.2239	313000	3.7524
4.6188	121.4175	313500	3.7321
4.6181	121.6112	314000	3.7188
4.6215	121.8048	314500	3.7390
4.6056	121.9985	315000	3.7006
4.6393	122.1921	315500	3.7423
4.5621	122.3857	316000	3.7304
4.6031	122.5794	316500	3.7062
4.6109	122.7730	317000	3.7790
4.6049	122.9667	317500	3.7121
4.642	123.1603	318000	3.7241
4.598	123.3540	318500	3.7458
4.6057	123.5476	319000	3.7063
4.5618	123.7413	319500	3.6761
4.6008	123.9349	320000	3.6925
4.6102	124.1286	320500	3.7336
4.6096	124.3222	321000	3.7103
4.6008	124.5159	321500	3.7582
4.6322	124.7095	322000	3.7897
4.5663	124.9032	322500	3.7906
4.6251	125.0968	323000	3.7678
4.5944	125.2905	323500	3.7000
4.6272	125.4841	324000	3.7221
4.5765	125.6778	324500	3.7144
4.5754	125.8714	325000	3.6959
4.5685	126.0651	325500	3.7358
4.5857	126.2587	326000	3.7428
4.5889	126.4524	326500	3.7053
4.652	126.6460	327000	3.7306
4.5626	126.8397	327500	3.7719
4.6089	127.0333	328000	3.7200
4.5978	127.2270	328500	3.7663
4.6246	127.4206	329000	3.7715
4.604	127.6143	329500	3.6921
4.5977	127.8079	330000	3.7427
4.5994	128.0015	330500	3.7166
4.5899	128.1952	331000	3.7018
4.61	128.3888	331500	3.7714
4.5653	128.5825	332000	3.6923
4.5698	128.7761	332500	3.6933
4.589	128.9698	333000	3.7179
4.6172	129.1634	333500	3.7033
4.5908	129.3571	334000	3.6470
4.5768	129.5507	334500	3.7318
4.6137	129.7444	335000	3.6916
4.5693	129.9380	335500	3.7140
4.6215	130.1317	336000	3.7091
4.6185	130.3253	336500	3.6844
4.5689	130.5190	337000	3.6518
4.5695	130.7126	337500	3.6887
4.5761	130.9063	338000	3.7216
4.593	131.0999	338500	3.7494
4.5771	131.2936	339000	3.6970
4.586	131.4872	339500	3.7544
4.5285	131.6809	340000	3.6398
4.5641	131.8745	340500	3.7860
4.5782	132.0682	341000	3.6788
4.5549	132.2618	341500	3.7033
4.5597	132.4555	342000	3.6954
4.5965	132.6491	342500	3.6745
4.5864	132.8428	343000	3.7014
4.5816	133.0364	343500	3.7761
4.5478	133.2301	344000	3.7553
4.5595	133.4237	344500	3.7169
4.5566	133.6174	345000	3.6721
4.5924	133.8110	345500	3.6583
4.5797	134.0046	346000	3.6642
4.5853	134.1983	346500	3.7348
4.5477	134.3919	347000	3.6423
4.5494	134.5856	347500	3.7266
4.579	134.7792	348000	3.7068
4.5639	134.9729	348500	3.7131
4.5848	135.1665	349000	3.6627
4.5784	135.3602	349500	3.6788
4.5781	135.5538	350000	3.7183
4.5962	135.7475	350500	3.6869
4.5807	135.9411	351000	3.6202
4.5544	136.1348	351500	3.7059
4.5481	136.3284	352000	3.6852
4.5705	136.5221	352500	3.7093
4.5837	136.7157	353000	3.7166
4.5802	136.9094	353500	3.6635
4.5744	137.1030	354000	3.7243
4.5696	137.2967	354500	3.7676
4.5871	137.4903	355000	3.7007
4.5793	137.6840	355500	3.6838
4.574	137.8776	356000	3.7179
4.5983	138.0713	356500	3.6833
4.574	138.2649	357000	3.6532
4.5706	138.4586	357500	3.6384
4.5569	138.6522	358000	3.6487
4.5691	138.8459	358500	3.7456
4.5672	139.0395	359000	3.6334
4.538	139.2332	359500	3.7224
4.5933	139.4268	360000	3.6440
4.5756	139.6204	360500	3.6849
4.55	139.8141	361000	3.7071
4.5312	140.0077	361500	3.6154
4.5868	140.2014	362000	3.6840
4.5442	140.3950	362500	3.7073
4.539	140.5887	363000	3.6397
4.541	140.7823	363500	3.6674
4.5485	140.9760	364000	3.6542
4.5639	141.1696	364500	3.6646
4.5724	141.3633	365000	3.6958
4.5824	141.5569	365500	3.7227
4.5628	141.7506	366000	3.6795
4.5732	141.9442	366500	3.6331
4.5279	142.1379	367000	3.6702
4.5844	142.3315	367500	3.6354
4.5214	142.5252	368000	3.7116
4.5508	142.7188	368500	3.6504
4.5477	142.9125	369000	3.6904
4.5348	143.1061	369500	3.7545
4.5675	143.2998	370000	3.7282
4.5601	143.4934	370500	3.6360
4.554	143.6871	371000	3.6935
4.555	143.8807	371500	3.6268
4.5519	144.0744	372000	3.6654
4.5624	144.2680	372500	3.6822
4.5819	144.4617	373000	3.6621
4.5085	144.6553	373500	3.6854
4.555	144.8490	374000	3.6867
4.5754	145.0426	374500	3.7096
4.5303	145.2363	375000	3.6935
4.5657	145.4299	375500	3.7251
4.5602	145.6235	376000	3.6907
4.5498	145.8172	376500	3.6618
4.5127	146.0108	377000	3.6826
4.5193	146.2045	377500	3.6208
4.5199	146.3981	378000	3.7318
4.5774	146.5918	378500	3.6752
4.5465	146.7854	379000	3.6379
4.5368	146.9791	379500	3.6632
4.5281	147.1727	380000	3.6482
4.5769	147.3664	380500	3.6434
4.5432	147.5600	381000	3.6209
4.5413	147.7537	381500	3.6628
4.5764	147.9473	382000	3.6639
4.5284	148.1410	382500	3.6956
4.5576	148.3346	383000	3.6310
4.5386	148.5283	383500	3.6342
4.6008	148.7219	384000	3.7064
4.5307	148.9156	384500	3.6579
4.478	149.1092	385000	3.6114
4.5286	149.3029	385500	3.6452
4.5771	149.4965	386000	3.6616
4.5498	149.6902	386500	3.6681
4.5646	149.8838	387000	3.7086

Framework versions

Transformers 4.47.1
Pytorch 2.5.1+cu118
Datasets 3.2.0
Tokenizers 0.21.0

Task: Fill-Mask
Library: transformers
Type: roberta
License: mit
Created: Jan 8, 2025
Updated: Jan 8, 2025