Modelpublic

poornanandnaik24/medsiglip-448-ft-crc100k

sourceHugging Faceotherupdated 9mo agoView on Hugging Face

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Model Card

medsiglip-448-ft-crc100k

This model is a fine-tuned version of google/medsiglip-448 on the imagefolder dataset. It achieves the following results on the evaluation set:

—Loss: 1.0831

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: 0.0001
—trainbatchsize: 2
—evalbatchsize: 2
—seed: 42
—gradientaccumulationsteps: 2
—totaltrainbatch_size: 4
—optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
—lrschedulertype: cosine
—lrschedulerwarmup_steps: 5
—num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
10.5885	0.01	1	10.6016
10.5554	0.02	2	8.1117
7.9706	0.03	3	5.4324
4.7295	0.04	4	4.0721
3.9227	0.05	5	3.0022
2.6546	0.06	6	2.5112
2.4753	0.07	7	2.2310
2.2807	0.08	8	1.7157
1.7127	0.09	9	1.5156
1.5333	0.1	10	1.4362
1.4412	0.11	11	1.4152
1.4043	0.12	12	1.3972
1.4003	0.13	13	1.3920
1.396	0.14	14	1.3882
1.3923	0.15	15	1.3863
1.3861	0.16	16	1.3864
1.3868	0.17	17	1.3853
1.3839	0.18	18	1.3838
1.3819	0.19	19	1.3828
1.3765	0.2	20	1.3802
1.3824	0.21	21	1.3767
1.3786	0.22	22	1.3719
1.3748	0.23	23	1.3663
1.3633	0.24	24	1.3565
1.3643	0.25	25	1.3453
1.3293	0.26	26	1.3627
1.2784	0.27	27	1.3108
1.2695	0.28	28	1.2957
1.243	0.29	29	1.3022
1.156	0.3	30	1.3528
1.4061	0.31	31	1.3701
0.901	0.32	32	2.0471
2.1488	0.33	33	1.4714
2.1064	0.34	34	1.3962
2.2683	0.35	35	1.4586
1.0069	0.36	36	1.3617
1.6672	0.37	37	1.3917
1.0446	0.38	38	1.4131
1.2196	0.39	39	1.3694
1.1778	0.4	40	1.3172
1.1102	0.41	41	1.2812
1.1096	0.42	42	1.3046
1.2154	0.43	43	1.3390
1.1574	0.44	44	1.3167
1.0201	0.45	45	1.2322
1.1152	0.46	46	1.2196
0.9105	0.47	47	1.2142
1.1338	0.48	48	1.2012
0.9559	0.49	49	1.1883
0.7858	0.5	50	1.1806
1.6183	0.51	51	1.2008
1.5844	0.52	52	1.4062
1.0975	0.53	53	1.5897
1.4299	0.54	54	1.5815
1.4749	0.55	55	1.5159
1.802	0.56	56	1.3598
1.0075	0.57	57	1.3060
1.2634	0.58	58	1.4077
1.4831	0.59	59	1.3217
1.3942	0.6	60	1.2787
1.2993	0.61	61	1.2011
1.1515	0.62	62	1.1866
1.3886	0.63	63	1.2114
1.149	0.64	64	1.2604
1.217	0.65	65	1.2594
1.0945	0.66	66	1.2557
0.8721	0.67	67	1.2098
0.8291	0.68	68	1.1713
0.822	0.69	69	1.1489
1.0714	0.7	70	1.1392
0.8154	0.71	71	1.1422
1.4578	0.72	72	1.2728
1.1302	0.73	73	1.4287
1.5178	0.74	74	1.2008
1.1287	0.75	75	1.1307
0.7764	0.76	76	1.1271
1.0626	0.77	77	1.1456
1.08	0.78	78	1.1529
0.7948	0.79	79	1.0877
1.0534	0.8	80	1.0673
1.0415	0.81	81	1.0598
1.043	0.82	82	1.0589
0.691	0.83	83	1.0589
1.6649	0.84	84	1.0601
1.7868	0.85	85	1.0586
1.4343	0.86	86	1.0700
1.035	0.87	87	1.1989
0.7565	0.88	88	1.2295
0.7533	0.89	89	1.1057
0.7163	0.9	90	1.0654
1.0337	0.91	91	1.0626
0.6801	0.92	92	1.0581
0.6801	0.93	93	1.0542
0.6593	0.94	94	1.0534
1.0203	0.95	95	1.0581
1.3043	0.96	96	1.0702
1.2084	0.97	97	1.1317
1.3831	0.98	98	1.3090
1.1175	0.99	99	1.3799
1.0455	1.0	100	1.4290
1.3356	1.01	101	1.2371
1.0938	1.02	102	1.1453
0.6858	1.03	103	1.1045
1.3884	1.04	104	1.0976
1.0239	1.05	105	1.0984
1.1979	1.06	106	1.0917
0.8453	1.07	107	1.0780
1.0301	1.08	108	1.0657
1.3879	1.09	109	1.0633
0.6922	1.1	110	1.0620
1.0508	1.11	111	1.0618
0.7246	1.12	112	1.0611
0.6983	1.13	113	1.0579
1.1456	1.1400	114	1.0556
0.6918	1.15	115	1.0556
0.724	1.16	116	1.0520
1.0701	1.17	117	1.0501
1.3648	1.18	118	1.1044
1.033	1.19	119	1.1817
0.6546	1.2	120	1.2736
0.8993	1.21	121	1.2427
0.8105	1.22	122	1.1515
1.1183	1.23	123	1.0717
0.6867	1.24	124	1.0576
1.1554	1.25	125	1.0760
1.3316	1.26	126	1.0812
1.1113	1.27	127	1.0666
0.7026	1.28	128	1.0550
0.7245	1.29	129	1.0437
1.0272	1.3	130	1.0438
0.6863	1.31	131	1.0576
0.6696	1.32	132	1.0830
1.0451	1.33	133	1.0859
1.0482	1.34	134	1.0599
0.9992	1.35	135	1.0445
1.017	1.3600	136	1.0378
1.3713	1.37	137	1.0325
0.9947	1.38	138	1.0276
1.0213	1.3900	139	1.0279
0.6752	1.4	140	1.0268
0.9957	1.41	141	1.0229
0.6781	1.42	142	1.0239
0.7019	1.43	143	1.0281
1.0225	1.44	144	1.0389
1.0859	1.45	145	1.0359
0.6802	1.46	146	1.0380
1.0952	1.47	147	1.0250
0.676	1.48	148	1.0135
0.6648	1.49	149	1.0076
0.6602	1.5	150	1.0063
0.9767	1.51	151	1.0044
1.2903	1.52	152	0.9928
1.0076	1.53	153	0.9903
0.6622	1.54	154	0.9837
1.4797	1.55	155	0.9735
0.6543	1.56	156	0.9811
0.881	1.5700	157	1.0343
0.9301	1.58	158	0.9766
1.083	1.5900	159	0.9786
0.6939	1.6	160	0.9741
0.6847	1.6100	161	0.9823
0.9043	1.62	162	1.0266
0.8872	1.63	163	1.1071
0.9025	1.6400	164	1.1115
1.8761	1.65	165	1.0669
0.6925	1.6600	166	1.0077
1.1792	1.67	167	0.9739
0.8486	1.6800	168	0.9548
1.4159	1.69	169	0.9484
0.6784	1.7	170	1.0897
1.6622	1.71	171	1.0103
1.1763	1.72	172	0.9671
0.9191	1.73	173	1.0397
0.737	1.74	174	1.1338
1.1319	1.75	175	1.1340
1.0329	1.76	176	1.1041
1.1592	1.77	177	1.0296
1.0558	1.78	178	0.9983
0.9653	1.79	179	1.0095
1.0247	1.8	180	1.0517
1.0676	1.81	181	1.1067
1.1299	1.8200	182	1.1053
1.1574	1.83	183	1.0784
0.8502	1.8400	184	1.0426
1.1121	1.85	185	1.0213
1.0436	1.8600	186	1.0206
1.3149	1.87	187	1.0501
1.3505	1.88	188	1.1304
0.6931	1.8900	189	1.2243
1.6803	1.9	190	1.1109
1.3483	1.9100	191	1.0224
1.025	1.92	192	0.9869
0.6372	1.9300	193	0.9755
1.2707	1.94	194	0.9618
0.6363	1.95	195	0.9597
0.7129	1.96	196	0.9545
1.0136	1.97	197	0.9510
0.6538	1.98	198	0.9543
1.1941	1.99	199	0.9338
0.803	2.0	200	0.9054
0.8328	2.01	201	0.8872
1.0566	2.02	202	0.9291
1.0816	2.03	203	0.9101
0.7012	2.04	204	0.8845
1.0298	2.05	205	0.8734
1.0997	2.06	206	0.8606
0.625	2.07	207	0.8547
0.6265	2.08	208	0.8537
1.3942	2.09	209	0.8603
1.7218	2.1	210	0.8683
0.7268	2.11	211	0.8848
0.8254	2.12	212	0.9152
0.77	2.13	213	1.0329
1.2102	2.14	214	0.9568
0.9109	2.15	215	0.8823
0.6919	2.16	216	0.8791
0.6816	2.17	217	0.8841
0.7242	2.18	218	0.8765
1.0079	2.19	219	0.8707
0.6419	2.2	220	0.8847
0.9992	2.21	221	0.9095
1.2067	2.22	222	0.8821
1.3905	2.23	223	0.8820
0.7235	2.24	224	0.8870
1.0795	2.25	225	0.9113
0.6853	2.26	226	0.9432
1.4228	2.27	227	0.9498
0.683	2.2800	228	0.9354
0.7645	2.29	229	0.8907
0.6574	2.3	230	0.9011
1.4836	2.31	231	0.8914
0.737	2.32	232	0.8863
0.6514	2.33	233	0.9035
0.6782	2.34	234	0.9298
1.0002	2.35	235	0.9674
1.0914	2.36	236	0.9576
0.651	2.37	237	0.9330
0.7819	2.38	238	0.9175
0.995	2.39	239	0.9349
0.6569	2.4	240	0.9597
0.9987	2.41	241	0.9693
0.9897	2.42	242	0.9796
0.7381	2.43	243	0.9636
0.7152	2.44	244	0.9317
0.5936	2.45	245	0.9214
0.5889	2.46	246	0.9276
0.6318	2.4700	247	0.9371
0.6355	2.48	248	0.9408
0.6407	2.49	249	0.9480
0.8378	2.5	250	1.4220
0.6137	2.51	251	2.1788
2.6989	2.52	252	2.9446
2.6618	2.5300	253	2.9999
2.3467	2.54	254	2.8064
4.4975	2.55	255	2.6214
2.8182	2.56	256	2.1892
2.3714	2.57	257	1.9102
1.74	2.58	258	2.1142
2.0678	2.59	259	2.2128
2.894	2.6	260	2.1013
2.3697	2.61	261	1.9831
2.1866	2.62	262	1.8327
1.5183	2.63	263	1.6944
1.8133	2.64	264	1.5595
1.4317	2.65	265	1.4258
1.3573	2.66	266	1.3578
1.3417	2.67	267	1.6423
1.913	2.68	268	1.6998
2.3749	2.69	269	1.4802
2.1507	2.7	270	1.3538
1.3676	2.71	271	1.3706
1.4595	2.7200	272	1.3918
1.4053	2.73	273	1.3437
1.3974	2.74	274	1.3393
1.3489	2.75	275	1.3502
1.4415	2.76	276	1.3466
1.3282	2.77	277	1.3453
1.2399	2.7800	278	1.3411
1.3133	2.79	279	1.3595
1.3568	2.8	280	1.3186
1.1745	2.81	281	1.3213
1.2826	2.82	282	1.2956
1.3844	2.83	283	1.2996
1.1767	2.84	284	1.2795
1.3698	2.85	285	1.2570
1.0012	2.86	286	1.2501
1.27	2.87	287	1.2259
1.3655	2.88	288	1.2121
0.9841	2.89	289	1.2107
0.9719	2.9	290	1.1995
0.8769	2.91	291	1.1969
1.1329	2.92	292	1.1876
1.2941	2.93	293	1.1977
1.0181	2.94	294	1.1862
0.9912	2.95	295	1.1914
0.8928	2.96	296	1.1915
1.1286	2.9700	297	1.2018
0.8797	2.98	298	1.2322
1.0581	2.99	299	1.2403
1.2074	3.0	300	1.3182
1.2242	3.01	301	1.3264
1.9537	3.02	302	1.3354
1.3829	3.03	303	1.2885
1.1573	3.04	304	1.2597
1.6413	3.05	305	1.2169
1.308	3.06	306	1.2056
1.1578	3.07	307	1.2167
0.8748	3.08	308	1.2629
0.7845	3.09	309	1.2518
1.1249	3.1	310	1.2005
1.184	3.11	311	1.1877
0.9561	3.12	312	1.1894
1.116	3.13	313	1.2136
1.0916	3.14	314	1.1963
1.3483	3.15	315	1.1607
1.2663	3.16	316	1.2182
1.4644	3.17	317	1.2864
1.3904	3.18	318	1.4465
0.9812	3.19	319	1.5029
1.2634	3.2	320	1.4996
1.1808	3.21	321	1.4377
1.3353	3.22	322	1.3176
1.2195	3.23	323	1.3418
1.8234	3.24	324	1.5337
1.6831	3.25	325	1.6007
1.2869	3.26	326	1.3677
1.2047	3.27	327	1.2134
0.7928	3.2800	328	1.1891
1.3737	3.29	329	1.2870
1.2179	3.3	330	1.4575
1.1181	3.31	331	1.5618
1.5131	3.32	332	1.5792
1.4547	3.33	333	1.5867
1.3711	3.34	334	1.5643
1.3514	3.35	335	1.5506
1.4634	3.36	336	1.5059
1.4568	3.37	337	1.4415
1.3158	3.38	338	1.3877
1.191	3.39	339	1.2847
1.3247	3.4	340	1.2525
1.1473	3.41	341	1.1985
1.3067	3.42	342	1.1933
1.1419	3.43	343	1.1633
1.4525	3.44	344	1.1846
0.9676	3.45	345	1.2179
1.0909	3.46	346	1.2458
1.6	3.4700	347	1.2263
1.098	3.48	348	1.1673
1.492	3.49	349	1.1392
1.1278	3.5	350	1.3047
1.4181	3.51	351	1.3875
0.8875	3.52	352	1.4235
1.3356	3.5300	353	1.2689
1.293	3.54	354	1.1715
1.3428	3.55	355	1.1450
1.052	3.56	356	1.1488
0.8945	3.57	357	1.1669
1.1297	3.58	358	1.2054
1.3947	3.59	359	1.2947
1.6705	3.6	360	1.3226
1.0476	3.61	361	1.3378
1.0132	3.62	362	1.3641
1.0571	3.63	363	1.4047
1.605	3.64	364	1.3363
1.5651	3.65	365	1.2624
1.0718	3.66	366	1.1880
1.579	3.67	367	1.1327
0.9108	3.68	368	1.1145
1.1426	3.69	369	1.1184
0.8926	3.7	370	1.1340
1.0146	3.71	371	1.1217
1.3887	3.7200	372	1.1396
1.1795	3.73	373	1.1297
0.8433	3.74	374	1.1650
1.0657	3.75	375	1.2325
1.3858	3.76	376	1.2725
1.1427	3.77	377	1.3239
1.1211	3.7800	378	1.4043
0.7193	3.79	379	1.4397
1.5549	3.8	380	1.4245
0.7346	3.81	381	1.3339
0.77	3.82	382	1.2668
0.8224	3.83	383	1.2176
0.9343	3.84	384	1.2136
1.2042	3.85	385	1.1866
1.3623	3.86	386	1.1915
0.7428	3.87	387	1.1855
0.9873	3.88	388	1.1509
0.9758	3.89	389	1.1628
1.004	3.9	390	1.1731
1.3719	3.91	391	1.2024
0.7237	3.92	392	1.2098
1.1666	3.93	393	1.2090
1.3488	3.94	394	1.1875
1.4601	3.95	395	1.1678
0.6779	3.96	396	1.1397
1.0498	3.9700	397	1.1524
1.594	3.98	398	1.1400
0.831	3.99	399	1.1569
1.1083	4.0	400	1.1724
1.0033	4.01	401	1.1737
0.9897	4.02	402	1.1803
0.6471	4.03	403	1.1935
0.5863	4.04	404	1.2385
1.0944	4.05	405	1.2818
1.2141	4.06	406	1.3173
1.2007	4.07	407	1.3225
0.7368	4.08	408	1.2211
1.5641	4.09	409	1.0915
2.3671	4.1	410	1.0528
0.7855	4.11	411	1.0291
1.0118	4.12	412	1.0120
1.0153	4.13	413	1.0156
0.829	4.14	414	1.0289
0.9948	4.15	415	1.0450
1.3336	4.16	416	1.0982
1.3977	4.17	417	1.1703
0.8933	4.18	418	1.2241
0.9849	4.19	419	1.2670
0.6632	4.2	420	1.2220
1.0603	4.21	421	1.1220
0.6394	4.22	422	1.0587
0.9927	4.23	423	1.0249
0.7554	4.24	424	1.0355
0.5676	4.25	425	1.0728
0.7417	4.26	426	1.1196
1.01	4.27	427	1.1411
1.0616	4.28	428	1.2296
0.988	4.29	429	1.3298
0.8744	4.3	430	1.3642
0.6188	4.31	431	1.3649
1.154	4.32	432	1.2716
1.0402	4.33	433	1.1965
2.0229	4.34	434	1.1281
0.8432	4.35	435	1.0649
0.7987	4.36	436	1.0808
0.6705	4.37	437	1.1831
0.7602	4.38	438	1.2992
0.9385	4.39	439	1.2932
1.4964	4.4	440	1.2414
0.8951	4.41	441	1.1655
0.8624	4.42	442	1.1189
1.0284	4.43	443	1.0777
0.7212	4.44	444	1.0565
1.0102	4.45	445	1.0559
0.9817	4.46	446	1.0716
0.7197	4.47	447	1.0897
0.557	4.48	448	1.1173
0.7814	4.49	449	1.1235
1.0648	4.5	450	1.1155
1.0043	4.51	451	1.1215
1.5824	4.52	452	1.1141
0.7934	4.53	453	1.0865
0.6762	4.54	454	1.0699
0.559	4.55	455	1.0509
0.5672	4.5600	456	1.0438
0.9895	4.57	457	1.0535
1.4838	4.58	458	1.0459
0.8545	4.59	459	1.0765
1.7235	4.6	460	1.0889
1.3952	4.61	461	1.1279
1.042	4.62	462	1.1695
1.0065	4.63	463	1.1969
0.7832	4.64	464	1.2235
1.0382	4.65	465	1.2158
0.8264	4.66	466	1.2018
1.0187	4.67	467	1.1671
0.5852	4.68	468	1.1573
1.5015	4.6900	469	1.1402
0.6252	4.7	470	1.1094
1.0158	4.71	471	1.0857
1.3929	4.72	472	1.0466
0.7851	4.73	473	0.9945
1.0595	4.74	474	0.9989
0.6994	4.75	475	1.0030
1.3963	4.76	476	0.9851
0.9972	4.77	477	1.0416
1.0752	4.78	478	1.1410
0.7229	4.79	479	1.1989
0.5772	4.8	480	1.2047
0.8112	4.8100	481	1.2286
0.9755	4.82	482	1.2708
0.7146	4.83	483	1.3009
0.5936	4.84	484	1.3146
0.9903	4.85	485	1.3191
1.7628	4.86	486	1.3213
0.8658	4.87	487	1.2654
0.5943	4.88	488	1.2223
1.0268	4.89	489	1.2015
0.5688	4.9	490	1.1722
0.7809	4.91	491	1.1421
0.6035	4.92	492	1.1144
1.177	4.93	493	1.0998
1.0654	4.9400	494	1.0979
1.0111	4.95	495	1.1199
0.6363	4.96	496	1.1800
0.5772	4.97	497	1.1906
0.5771	4.98	498	1.2040
0.6033	4.99	499	1.2029
0.9837	5.0	500	1.2411
0.5721	5.01	501	1.2382
1.05	5.02	502	1.2101
0.5891	5.03	503	1.2281
1.3854	5.04	504	1.1750
0.579	5.05	505	1.1259
0.5611	5.06	506	1.0902
0.9759	5.07	507	1.0879
0.9254	5.08	508	1.0716
1.0235	5.09	509	1.0537
0.9862	5.1	510	1.0486
1.9561	5.11	511	1.1446
0.9838	5.12	512	1.1937
0.5437	5.13	513	1.2016
0.9732	5.14	514	1.2262
0.6445	5.15	515	1.2217
0.5498	5.16	516	1.2086
0.9758	5.17	517	1.2040
0.5968	5.18	518	1.1986
0.9762	5.19	519	1.2230
0.9756	5.2	520	1.2359
0.7537	5.21	521	1.2189
0.9909	5.22	522	1.1805
1.0367	5.23	523	1.1915
0.692	5.24	524	1.2157
1.0316	5.25	525	1.2589
1.1399	5.26	526	1.2768
0.5535	5.27	527	1.2505
1.2818	5.28	528	1.1648
0.9844	5.29	529	1.1435
1.4525	5.3	530	1.1521
1.4131	5.31	531	1.0901
0.9797	5.32	532	1.0705
0.5491	5.33	533	1.0596
0.5294	5.34	534	1.0487
0.9736	5.35	535	1.0326
0.9837	5.36	536	1.0359
0.6039	5.37	537	1.0377
0.5856	5.38	538	1.0298
0.5472	5.39	539	1.0332
1.4389	5.4	540	1.0311
0.5516	5.41	541	1.0368
0.8992	5.42	542	1.0255
0.5921	5.43	543	1.0196
1.4163	5.44	544	1.0195
0.5611	5.45	545	1.0223
0.876	5.46	546	1.0021
1.415	5.47	547	0.9926
1.5138	5.48	548	0.9742
0.9824	5.49	549	0.9438
1.0232	5.5	550	0.9458
0.6564	5.51	551	0.8915
0.744	5.52	552	0.9504
0.987	5.53	553	0.9862
1.3639	5.54	554	1.1175
0.5545	5.55	555	1.1784
0.5626	5.5600	556	1.1990
0.5372	5.57	557	1.2258
0.988	5.58	558	1.2503
1.3202	5.59	559	1.2447
1.4189	5.6	560	1.2585
0.5756	5.61	561	1.2779
0.5472	5.62	562	1.2872
1.2808	5.63	563	1.2778
1.0094	5.64	564	1.2663
1.0224	5.65	565	1.2562
1.1398	5.66	566	1.2332
1.0018	5.67	567	1.2076
0.9937	5.68	568	1.1811
0.9735	5.6900	569	1.1695
1.4628	5.7	570	1.1438
0.5923	5.71	571	1.1786
0.5994	5.72	572	1.1826
0.5967	5.73	573	1.1783
1.0586	5.74	574	1.1567
0.5747	5.75	575	1.1589
0.5699	5.76	576	1.1616
0.9867	5.77	577	1.1513
0.9818	5.78	578	1.1748
0.9705	5.79	579	1.2189
1.1204	5.8	580	1.2549
1.426	5.8100	581	1.2690
1.0056	5.82	582	1.2645
0.9996	5.83	583	1.2434
0.568	5.84	584	1.2242
0.5538	5.85	585	1.2026
0.9781	5.86	586	1.1882
0.5686	5.87	587	1.1694
0.9731	5.88	588	1.1581
0.7704	5.89	589	1.1598
0.5379	5.9	590	1.1604
0.5843	5.91	591	1.1526
0.9801	5.92	592	1.1625
0.998	5.93	593	1.1416
0.9735	5.9400	594	1.1285
0.5611	5.95	595	1.1246
0.5328	5.96	596	1.1230
0.5255	5.97	597	1.1216
0.9739	5.98	598	1.1228
0.5318	5.99	599	1.1247
0.5519	6.0	600	1.1296
0.5168	6.01	601	1.1348
0.5382	6.02	602	1.1400
1.0032	6.03	603	1.1292
0.9778	6.04	604	1.1194
0.5328	6.05	605	1.1010
0.5553	6.06	606	1.0913
0.523	6.07	607	1.0903
0.97	6.08	608	1.0907
1.4221	6.09	609	1.0839
0.5234	6.1	610	1.0710
0.5206	6.11	611	1.0547
0.9726	6.12	612	1.0312
0.9848	6.13	613	0.9954
0.819	6.14	614	0.9116
1.4131	6.15	615	0.8616
0.9835	6.16	616	0.8394
0.5429	6.17	617	0.8163
0.5139	6.18	618	0.8070
0.5194	6.19	619	0.8179
0.9671	6.2	620	0.8244
0.5272	6.21	621	0.8274
1.4861	6.22	622	0.8196
0.9892	6.23	623	0.8371
0.5417	6.24	624	0.8602
0.5254	6.25	625	0.8955
0.5199	6.26	626	0.9322
1.3226	6.27	627	0.9279
0.8639	6.28	628	0.9126
0.5771	6.29	629	0.9012
0.518	6.3	630	0.8913
0.5309	6.31	631	0.8827
0.5463	6.32	632	0.8701
0.9725	6.33	633	0.8619
0.977	6.34	634	0.8627
0.5225	6.35	635	0.8718
0.5205	6.36	636	0.8882
0.9686	6.37	637	0.9031
0.9741	6.38	638	0.9109
0.5422	6.39	639	0.9161
1.0299	6.4	640	0.9572
1.0094	6.41	641	0.9981
1.4211	6.42	642	1.0406
0.9742	6.43	643	1.1065
0.7618	6.44	644	1.1272
0.6922	6.45	645	1.1017
0.5374	6.46	646	1.0709
0.5556	6.47	647	0.9673
0.9784	6.48	648	0.8728
0.5329	6.49	649	0.8323
0.5418	6.5	650	0.8149
0.9707	6.51	651	0.8101
0.9895	6.52	652	0.8079
0.5387	6.53	653	0.8072
0.9938	6.54	654	0.8062
0.6981	6.55	655	0.7932
0.9652	6.5600	656	0.7878
0.5234	6.57	657	0.7881
0.5158	6.58	658	0.7923
0.5198	6.59	659	0.8006
0.5112	6.6	660	0.8123
0.5182	6.61	661	0.8243
0.5322	6.62	662	0.8368
0.618	6.63	663	0.8308
1.0083	6.64	664	0.8107
0.9674	6.65	665	0.8001
0.9692	6.66	666	0.7954
0.5169	6.67	667	0.7935
0.9865	6.68	668	0.7995
0.5058	6.6900	669	0.8085
0.5058	6.7	670	0.8151
0.9695	6.71	671	0.8170
0.9982	6.72	672	0.8172
0.9671	6.73	673	0.8263
0.5297	6.74	674	0.8459
0.534	6.75	675	0.8717
0.6137	6.76	676	0.8941
0.5224	6.77	677	0.9298
0.5236	6.78	678	0.9743
0.9738	6.79	679	1.0152
0.5239	6.8	680	1.0461
0.9709	6.8100	681	1.0687
0.5263	6.82	682	1.0855
0.5032	6.83	683	1.0990
0.5314	6.84	684	1.1101
0.9664	6.85	685	1.1196
0.9674	6.86	686	1.1273
0.9615	6.87	687	1.1332
0.8903	6.88	688	1.1622
0.9696	6.89	689	1.1719
0.9738	6.9	690	1.1743
1.281	6.91	691	1.1671
0.9666	6.92	692	1.1619
0.5039	6.93	693	1.1584
0.5083	6.9400	694	1.1547
1.4291	6.95	695	1.1526
0.9646	6.96	696	1.1519
0.9681	6.97	697	1.1520
1.001	6.98	698	1.1510
0.5231	6.99	699	1.1496
0.9617	7.0	700	1.1476
0.9674	7.01	701	1.1447
1.4327	7.02	702	1.1422
1.4293	7.03	703	1.1399
1.0003	7.04	704	1.1357
0.5005	7.05	705	1.1328
0.5327	7.06	706	1.1307
0.5656	7.07	707	1.1283
0.5382	7.08	708	1.1264
1.4247	7.09	709	1.1249
0.5374	7.1	710	1.1239
0.9686	7.11	711	1.1245
0.5243	7.12	712	1.1255
0.9762	7.13	713	1.1308
0.5228	7.14	714	1.1373
0.5333	7.15	715	1.1460
0.523	7.16	716	1.1553
0.5213	7.17	717	1.1661
0.9593	7.18	718	1.1750
0.9686	7.19	719	1.1845
0.5044	7.2	720	1.1940
0.9679	7.21	721	1.2034
0.7999	7.22	722	1.1966
0.5159	7.23	723	1.1879
0.97	7.24	724	1.1769
0.9664	7.25	725	1.1659
0.5172	7.26	726	1.1557
0.9695	7.27	727	1.1483
0.522	7.28	728	1.1421
0.9741	7.29	729	1.1365
0.5187	7.3	730	1.1269
0.5045	7.31	731	1.1193
0.9862	7.32	732	1.1065
0.5857	7.33	733	1.1017
0.5153	7.34	734	1.1006
0.5164	7.35	735	1.1005
0.9659	7.36	736	1.1005
0.5066	7.37	737	1.0989
0.5028	7.38	738	1.0980
0.5097	7.39	739	1.0977
0.6044	7.4	740	1.0956
0.5125	7.41	741	1.0927
1.0115	7.42	742	1.0837
0.9648	7.43	743	1.0772
1.4327	7.44	744	1.0740
0.5148	7.45	745	1.0737
0.9662	7.46	746	1.0735
0.9699	7.47	747	1.0729
0.9699	7.48	748	1.0693
1.4942	7.49	749	1.0500
0.5007	7.5	750	1.0327
0.5165	7.51	751	1.0183
0.4985	7.52	752	1.0068
0.978	7.53	753	0.9975
0.9762	7.54	754	0.9921
0.9874	7.55	755	0.9907
0.9654	7.5600	756	0.9902
1.4329	7.57	757	0.9917
0.5079	7.58	758	0.9931
0.5245	7.59	759	0.9933
0.9617	7.6	760	0.9951
0.5072	7.61	761	0.9964
0.5108	7.62	762	0.9975
0.5073	7.63	763	0.9987
0.9678	7.64	764	0.9992
0.5058	7.65	765	1.0002
0.9693	7.66	766	0.9998
0.9663	7.67	767	0.9996
0.9657	7.68	768	0.9992
0.9766	7.6900	769	0.9981
0.9729	7.7	770	0.9968
1.0011	7.71	771	0.9905
0.5005	7.72	772	0.9847
0.9697	7.73	773	0.9783
0.4967	7.74	774	0.9731
0.4972	7.75	775	0.9687
0.5055	7.76	776	0.9652
1.434	7.77	777	0.9619
0.9643	7.78	778	0.9590
0.5114	7.79	779	0.9565
0.9658	7.8	780	0.9542
0.9671	7.8100	781	0.9519
0.512	7.82	782	0.9502
0.4986	7.83	783	0.9488
0.4966	7.84	784	0.9478
1.432	7.85	785	0.9463
0.5179	7.86	786	0.9445
0.979	7.87	787	0.9439
0.5054	7.88	788	0.9438
0.9565	7.89	789	0.9421
0.4989	7.9	790	0.9408
1.6129	7.91	791	0.9505
0.9605	7.92	792	0.9604
0.5004	7.93	793	0.9721
1.1955	7.9400	794	0.9830
0.9888	7.95	795	0.9936
0.5057	7.96	796	1.0016
0.9654	7.97	797	1.0060
0.496	7.98	798	1.0106
1.4349	7.99	799	1.0154
0.5004	8.0	800	1.0213
0.9699	8.01	801	1.0280
0.9656	8.02	802	1.0349
0.5063	8.03	803	1.0423
0.4998	8.04	804	1.0490
0.9675	8.05	805	1.0555
0.5012	8.06	806	1.0610
0.9696	8.07	807	1.0655
1.4359	8.08	808	1.0693
0.4987	8.09	809	1.0722
0.9657	8.1	810	1.0750
0.9637	8.11	811	1.0775
0.9633	8.12	812	1.0799
0.5038	8.13	813	1.0818
0.9667	8.14	814	1.0835
0.9658	8.15	815	1.0847
0.4948	8.16	816	1.0857
0.9617	8.17	817	1.0882
0.493	8.18	818	1.0905
0.5056	8.19	819	1.0955
0.9651	8.2	820	1.1001
0.4984	8.21	821	1.1043
0.9684	8.22	822	1.1060
0.503	8.23	823	1.1076
0.5009	8.24	824	1.1092
0.4937	8.25	825	1.1109
0.5002	8.26	826	1.1123
0.4962	8.27	827	1.1140
0.4931	8.28	828	1.1154
0.9648	8.29	829	1.1168
0.5011	8.3	830	1.1195
0.505	8.31	831	1.1221
0.5019	8.32	832	1.1232
0.9688	8.33	833	1.1245
0.9636	8.34	834	1.1254
0.4952	8.35	835	1.1261
0.4998	8.36	836	1.1252
1.4368	8.37	837	1.1244
0.9687	8.38	838	1.1233
0.4918	8.39	839	1.1222
0.9647	8.4	840	1.1208
0.4939	8.41	841	1.1193
0.4931	8.42	842	1.1178
0.4998	8.43	843	1.1163
0.4955	8.44	844	1.1150
0.9721	8.45	845	1.1115
0.4971	8.46	846	1.1085
0.4913	8.47	847	1.1058
0.9678	8.48	848	1.1032
0.9649	8.49	849	1.1005
1.4374	8.5	850	1.0978
0.5221	8.51	851	1.0981
0.502	8.52	852	1.0996
0.5012	8.53	853	1.1010
0.5018	8.54	854	1.1021
0.9708	8.55	855	1.1029
0.9644	8.56	856	1.1036
0.9646	8.57	857	1.1042
0.4917	8.58	858	1.1047
0.4966	8.59	859	1.1052
0.4953	8.6	860	1.1056
0.9658	8.61	861	1.1048
0.4944	8.62	862	1.1042
0.9647	8.63	863	1.1039
1.0159	8.64	864	1.1111
0.9647	8.65	865	1.1172
0.9685	8.66	866	1.1228
0.521	8.67	867	1.1229
0.9641	8.68	868	1.1227
0.4996	8.69	869	1.1225
0.4952	8.7	870	1.1224
0.4947	8.71	871	1.1222
0.4945	8.72	872	1.1219
1.4371	8.73	873	1.1220
0.4981	8.74	874	1.1220
0.9639	8.75	875	1.1220
0.4973	8.76	876	1.1210
0.4952	8.77	877	1.1199
0.969	8.78	878	1.1190
0.4991	8.79	879	1.1177
0.4958	8.8	880	1.1165
0.5017	8.81	881	1.1149
0.9696	8.82	882	1.1135
0.4974	8.83	883	1.1122
0.4955	8.84	884	1.1110
0.9682	8.85	885	1.1100
0.9634	8.86	886	1.1090
0.5003	8.87	887	1.1081
0.4963	8.88	888	1.1068
0.4919	8.89	889	1.1056
0.9667	8.9	890	1.1042
1.4366	8.91	891	1.1030
0.4953	8.92	892	1.1018
0.4955	8.93	893	1.1007
0.4991	8.94	894	1.0992
0.4948	8.95	895	1.0980
0.4917	8.96	896	1.0967
0.4982	8.97	897	1.0957
0.9644	8.98	898	1.0947
0.4941	8.99	899	1.0935
0.4952	9.0	900	1.0926
0.4944	9.01	901	1.0917
0.494	9.02	902	1.0909
0.9674	9.03	903	1.0903
0.9644	9.04	904	1.0896
1.4374	9.05	905	1.0890
0.494	9.06	906	1.0886
0.4993	9.07	907	1.0881
0.4973	9.08	908	1.0877
0.9673	9.09	909	1.0874
0.4918	9.1	910	1.0870
1.4378	9.11	911	1.0867
0.9643	9.12	912	1.0864
0.4982	9.13	913	1.0862
0.4903	9.14	914	1.0860
0.9634	9.15	915	1.0858
0.9677	9.16	916	1.0855
0.4948	9.17	917	1.0852
0.4937	9.18	918	1.0849
0.4946	9.19	919	1.0846
0.4977	9.2	920	1.0844
0.9619	9.21	921	1.0846
0.4953	9.22	922	1.0847
0.9685	9.23	923	1.0850
0.9652	9.24	924	1.0851
0.4948	9.25	925	1.0851
0.9693	9.26	926	1.0849
0.501	9.27	927	1.0848
0.9684	9.28	928	1.0849
0.49	9.29	929	1.0849
0.4939	9.3	930	1.0849
0.4944	9.31	931	1.0850
0.4953	9.32	932	1.0851
0.4943	9.33	933	1.0853
0.4945	9.34	934	1.0854
0.4972	9.35	935	1.0854
0.4968	9.36	936	1.0855
0.4948	9.37	937	1.0855
0.4971	9.38	938	1.0856
0.9682	9.39	939	1.0856
0.492	9.4	940	1.0856
0.9693	9.41	941	1.0857
0.4934	9.42	942	1.0858
1.4371	9.43	943	1.0860
0.5155	9.44	944	1.0859
0.9613	9.45	945	1.0859
0.4906	9.46	946	1.0860
0.9667	9.47	947	1.0860
0.4938	9.48	948	1.0861
0.4932	9.49	949	1.0861
0.4959	9.5	950	1.0861
0.9646	9.51	951	1.0861
0.4938	9.52	952	1.0862
0.9639	9.53	953	1.0862
0.9644	9.54	954	1.0863
0.5017	9.55	955	1.0862
0.4967	9.56	956	1.0860
0.4944	9.57	957	1.0860
0.4906	9.58	958	1.0859
0.4901	9.59	959	1.0858
0.4906	9.6	960	1.0857
1.4374	9.61	961	1.0857
1.437	9.62	962	1.0856
0.4967	9.63	963	1.0856
0.9652	9.64	964	1.0857
0.9695	9.65	965	1.0857
0.9678	9.66	966	1.0858
1.4377	9.67	967	1.0858
0.499	9.68	968	1.0858
0.5262	9.69	969	1.0854
0.495	9.7	970	1.0850
0.4908	9.71	971	1.0847
0.9642	9.72	972	1.0845
1.4379	9.73	973	1.0843
0.4944	9.74	974	1.0841
0.9638	9.75	975	1.0839
0.49	9.76	976	1.0838
0.5006	9.77	977	1.0836
0.9695	9.78	978	1.0835
0.967	9.79	979	1.0834
0.9645	9.8	980	1.0833
0.4938	9.81	981	1.0833
0.4906	9.82	982	1.0832
0.4955	9.83	983	1.0832
0.4913	9.84	984	1.0832
0.505	9.85	985	1.0831
0.4937	9.86	986	1.0831
0.4954	9.87	987	1.0831
0.9648	9.88	988	1.0831
0.982	9.89	989	1.0831
0.4966	9.9	990	1.0831
0.4905	9.91	991	1.0831
0.9642	9.92	992	1.0831
0.9646	9.93	993	1.0831
0.9641	9.94	994	1.0831
0.4935	9.95	995	1.0831
0.4976	9.96	996	1.0831
0.9624	9.97	997	1.0831
0.9679	9.98	998	1.0831
0.4932	9.99	999	1.0831
0.4947	10.0	1000	1.0831

Framework versions

—Transformers 4.57.3
—Pytorch 2.7.1+cu118
—Datasets 4.4.1
—Tokenizers 0.22.1