mardi-2023-RTDETR-V2-R50VD

This model is a fine-tuned version of PekingU/rtdetr_v2_r50vd on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 8.4677
• Map: 0.5055
• Map 50: 0.7933
• Map 75: 0.4857
• Map Small: -1.0
• Map Medium: 0.5092
• Map Large: -1.0
• Mar 1: 0.376
• Mar 10: 0.6453
• Mar 100: 0.6615
• Mar Small: -1.0
• Mar Medium: 0.6615
• Mar Large: -1.0
• Map Ok: 0.6525
• Mar 100 Ok: 0.7083
• Map Tilt: 0.4838
• Mar 100 Tilt: 0.77
• Map Flat: 0.5891
• Mar 100 Flat: 0.7045
• Map Missing: 0.2964
• Mar 100 Missing: 0.4633

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
• train_batch_size: 16
• eval_batch_size: 8
• seed: 1337
• optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: linear
• num_epochs: 100.0

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Ok	Mar 100 Ok	Map Tilt	Mar 100 Tilt	Map Flat	Mar 100 Flat	Map Missing	Mar 100 Missing
46.312	1.0	23	16.9083	0.133	0.279	0.0924	-1.0	0.1414	-1.0	0.1099	0.3286	0.3952	-1.0	0.3952	-1.0	0.3509	0.6451	0.0339	0.26	0.1469	0.6091	0.0004	0.0667
23.2705	2.0	46	11.5387	0.2791	0.5248	0.2875	-1.0	0.2805	-1.0	0.2334	0.4903	0.5411	-1.0	0.5411	-1.0	0.4979	0.6496	0.2199	0.59	0.3614	0.6614	0.0372	0.2633
19.1901	3.0	69	11.5758	0.29	0.5835	0.2327	-1.0	0.2921	-1.0	0.219	0.4854	0.5214	-1.0	0.5214	-1.0	0.4455	0.5489	0.3469	0.58	0.2072	0.55	0.1604	0.4067
17.628	4.0	92	9.5780	0.4363	0.727	0.4386	-1.0	0.4374	-1.0	0.3532	0.6013	0.6392	-1.0	0.6392	-1.0	0.5581	0.6662	0.4613	0.7	0.5134	0.6841	0.2125	0.5067
17.1486	5.0	115	9.6681	0.3791	0.6637	0.3509	-1.0	0.3865	-1.0	0.3052	0.5408	0.5913	-1.0	0.5913	-1.0	0.4843	0.6586	0.481	0.68	0.4781	0.6864	0.0731	0.34
16.2776	6.0	138	8.9396	0.439	0.7366	0.44	-1.0	0.4418	-1.0	0.3725	0.6157	0.6595	-1.0	0.6595	-1.0	0.5836	0.6992	0.3559	0.76	0.5276	0.7023	0.2891	0.4767
16.0875	7.0	161	9.1517	0.4703	0.7857	0.458	-1.0	0.4731	-1.0	0.3695	0.6136	0.6364	-1.0	0.6364	-1.0	0.5781	0.6947	0.4906	0.72	0.532	0.6977	0.2803	0.4333
15.9516	8.0	184	9.4832	0.4	0.7112	0.3612	-1.0	0.4007	-1.0	0.2959	0.5539	0.588	-1.0	0.588	-1.0	0.5535	0.6534	0.4637	0.67	0.4181	0.5818	0.1648	0.4467
14.9028	9.0	207	8.8690	0.4646	0.7773	0.46	-1.0	0.4706	-1.0	0.3472	0.6157	0.6353	-1.0	0.6353	-1.0	0.5618	0.6842	0.5278	0.76	0.4869	0.6636	0.2819	0.4333
14.4842	10.0	230	8.9045	0.4263	0.7094	0.3814	-1.0	0.4265	-1.0	0.3317	0.5657	0.5919	-1.0	0.5919	-1.0	0.5945	0.6609	0.5223	0.7	0.4401	0.5932	0.1484	0.4133
14.3826	11.0	253	8.2024	0.5083	0.8039	0.4852	-1.0	0.51	-1.0	0.3776	0.637	0.6707	-1.0	0.6707	-1.0	0.6403	0.7218	0.5347	0.75	0.5683	0.6977	0.2901	0.5133
13.8638	12.0	276	8.3317	0.4838	0.7604	0.4326	-1.0	0.4903	-1.0	0.4004	0.6357	0.6711	-1.0	0.6711	-1.0	0.619	0.7241	0.4878	0.74	0.5622	0.7068	0.2661	0.5133
14.1716	13.0	299	7.9847	0.5164	0.8166	0.489	-1.0	0.5198	-1.0	0.3933	0.6358	0.6595	-1.0	0.6595	-1.0	0.6435	0.7233	0.6358	0.73	0.5587	0.7182	0.2275	0.4667
13.4364	14.0	322	8.0771	0.5211	0.8001	0.5352	-1.0	0.5275	-1.0	0.3962	0.6593	0.6775	-1.0	0.6775	-1.0	0.6588	0.7301	0.5768	0.78	0.5513	0.7	0.2975	0.5
13.5673	15.0	345	8.4203	0.5094	0.806	0.4832	-1.0	0.5139	-1.0	0.3962	0.6496	0.6735	-1.0	0.6735	-1.0	0.6235	0.7128	0.5487	0.77	0.5941	0.7477	0.2712	0.4633
13.621	16.0	368	8.1804	0.5362	0.8165	0.5293	-1.0	0.542	-1.0	0.391	0.6467	0.6724	-1.0	0.6724	-1.0	0.6238	0.7075	0.6068	0.75	0.6002	0.7386	0.3139	0.4933
13.073	17.0	391	8.2269	0.5134	0.825	0.4931	-1.0	0.522	-1.0	0.4189	0.6464	0.6716	-1.0	0.6716	-1.0	0.614	0.6895	0.5732	0.81	0.5415	0.6636	0.3249	0.5233
12.721	18.0	414	8.4406	0.4972	0.7845	0.4654	-1.0	0.5	-1.0	0.3729	0.6375	0.6555	-1.0	0.6555	-1.0	0.6164	0.6872	0.5559	0.75	0.5973	0.7114	0.2194	0.4733
12.929	19.0	437	8.0816	0.5188	0.7907	0.5019	-1.0	0.522	-1.0	0.3827	0.6476	0.6779	-1.0	0.6779	-1.0	0.6356	0.7271	0.5568	0.75	0.5983	0.7477	0.2843	0.4867
12.6803	20.0	460	8.4393	0.4794	0.797	0.4672	-1.0	0.4803	-1.0	0.3708	0.5967	0.6222	-1.0	0.6222	-1.0	0.6263	0.6722	0.5372	0.73	0.4955	0.6068	0.2587	0.48
12.4189	21.0	483	7.6720	0.5447	0.7985	0.5564	-1.0	0.5463	-1.0	0.4058	0.658	0.6702	-1.0	0.6702	-1.0	0.6684	0.7263	0.5906	0.75	0.6064	0.6977	0.3136	0.5067
12.5067	22.0	506	7.7931	0.527	0.7908	0.5119	-1.0	0.5314	-1.0	0.3786	0.656	0.6731	-1.0	0.6731	-1.0	0.6604	0.7203	0.556	0.79	0.5806	0.6955	0.3108	0.4867
12.1704	23.0	529	7.9568	0.5131	0.7927	0.4888	-1.0	0.5141	-1.0	0.3869	0.6458	0.6601	-1.0	0.6601	-1.0	0.6532	0.712	0.519	0.75	0.616	0.7182	0.2641	0.46
12.0526	24.0	552	8.0364	0.5071	0.7938	0.4913	-1.0	0.5081	-1.0	0.3727	0.6398	0.6606	-1.0	0.6606	-1.0	0.6508	0.7203	0.5499	0.77	0.5327	0.6886	0.2947	0.4633
11.9565	25.0	575	8.0676	0.5325	0.8129	0.4732	-1.0	0.5361	-1.0	0.4098	0.6405	0.6763	-1.0	0.6763	-1.0	0.624	0.7226	0.6162	0.77	0.604	0.7227	0.2858	0.49
11.7508	26.0	598	8.0543	0.5284	0.8104	0.5077	-1.0	0.5305	-1.0	0.3994	0.6525	0.6857	-1.0	0.6857	-1.0	0.6727	0.7368	0.5867	0.77	0.5303	0.7159	0.3238	0.52
11.9819	27.0	621	8.1258	0.5238	0.8124	0.4829	-1.0	0.5251	-1.0	0.4071	0.652	0.6815	-1.0	0.6815	-1.0	0.6612	0.7323	0.5732	0.79	0.594	0.7205	0.2667	0.4833
11.7616	28.0	644	8.0119	0.505	0.8443	0.482	-1.0	0.5067	-1.0	0.3603	0.6294	0.6566	-1.0	0.6566	-1.0	0.6477	0.7218	0.505	0.74	0.5253	0.6545	0.3421	0.51
11.6208	29.0	667	7.9149	0.5348	0.8504	0.4926	-1.0	0.5372	-1.0	0.4099	0.6587	0.6802	-1.0	0.6802	-1.0	0.6364	0.7158	0.5733	0.76	0.6074	0.7182	0.3222	0.5267
11.3634	30.0	690	8.0431	0.5168	0.8071	0.507	-1.0	0.5187	-1.0	0.394	0.6464	0.6735	-1.0	0.6735	-1.0	0.651	0.7211	0.5301	0.76	0.5761	0.6864	0.31	0.5267
11.1999	31.0	713	7.8036	0.5392	0.8219	0.5282	-1.0	0.5412	-1.0	0.3842	0.6518	0.6775	-1.0	0.6775	-1.0	0.6438	0.7286	0.579	0.77	0.6114	0.7114	0.3227	0.5
10.9947	32.0	736	8.1470	0.4926	0.7705	0.4744	-1.0	0.494	-1.0	0.3825	0.6382	0.6699	-1.0	0.6699	-1.0	0.6576	0.7361	0.4622	0.76	0.5555	0.7068	0.2951	0.4767
11.1229	33.0	759	8.3785	0.492	0.8163	0.4326	-1.0	0.4926	-1.0	0.3967	0.6195	0.631	-1.0	0.631	-1.0	0.6084	0.6737	0.5666	0.76	0.5205	0.6568	0.2726	0.4333
11.0911	34.0	782	8.0523	0.489	0.744	0.4713	-1.0	0.5055	-1.0	0.3715	0.6353	0.655	-1.0	0.655	-1.0	0.6515	0.7383	0.4967	0.73	0.6027	0.7182	0.2052	0.4333
10.8333	35.0	805	7.7515	0.5301	0.8223	0.5095	-1.0	0.5344	-1.0	0.3907	0.6489	0.6714	-1.0	0.6714	-1.0	0.6617	0.7383	0.5866	0.77	0.6036	0.6841	0.2685	0.4933
10.6608	36.0	828	8.0493	0.5161	0.8029	0.4891	-1.0	0.5192	-1.0	0.4002	0.6451	0.674	-1.0	0.674	-1.0	0.6306	0.7211	0.5946	0.79	0.5704	0.725	0.269	0.46
10.8265	37.0	851	7.9747	0.4936	0.7588	0.4835	-1.0	0.4993	-1.0	0.379	0.6459	0.6683	-1.0	0.6683	-1.0	0.666	0.7203	0.4331	0.76	0.5775	0.7227	0.2979	0.47
10.5059	38.0	874	7.8116	0.5264	0.8238	0.5026	-1.0	0.528	-1.0	0.4003	0.6584	0.6786	-1.0	0.6786	-1.0	0.6746	0.7414	0.5309	0.77	0.6152	0.7364	0.2847	0.4667
10.4826	39.0	897	8.3165	0.4992	0.7749	0.496	-1.0	0.5032	-1.0	0.3977	0.6463	0.6932	-1.0	0.6932	-1.0	0.6543	0.7571	0.4342	0.75	0.5858	0.7523	0.3224	0.5133
10.3605	40.0	920	7.8904	0.5302	0.8149	0.5206	-1.0	0.5349	-1.0	0.4097	0.6737	0.7099	-1.0	0.7099	-1.0	0.6739	0.7579	0.5326	0.82	0.5842	0.7318	0.33	0.53
10.1599	41.0	943	7.9158	0.5358	0.8315	0.5227	-1.0	0.5409	-1.0	0.4079	0.6556	0.6777	-1.0	0.6777	-1.0	0.6563	0.7278	0.5918	0.79	0.5973	0.7295	0.2978	0.4633
9.9361	42.0	966	8.0005	0.5275	0.7982	0.5019	-1.0	0.5318	-1.0	0.3924	0.6287	0.6714	-1.0	0.6714	-1.0	0.6647	0.7383	0.5509	0.73	0.5749	0.7205	0.3194	0.4967
10.2354	43.0	989	7.9220	0.5183	0.8038	0.4917	-1.0	0.5208	-1.0	0.376	0.6661	0.6918	-1.0	0.6918	-1.0	0.6604	0.7429	0.5123	0.79	0.5816	0.7409	0.319	0.4933
9.7137	44.0	1012	8.3195	0.4878	0.7974	0.4379	-1.0	0.4904	-1.0	0.4096	0.6405	0.6681	-1.0	0.6681	-1.0	0.6411	0.7241	0.4173	0.78	0.594	0.7182	0.2988	0.45
9.8376	45.0	1035	8.1211	0.4849	0.7904	0.4334	-1.0	0.4896	-1.0	0.4138	0.6481	0.6803	-1.0	0.6803	-1.0	0.6537	0.7338	0.3995	0.76	0.5731	0.7341	0.3134	0.4933
9.8398	46.0	1058	8.2196	0.5182	0.8028	0.4952	-1.0	0.5222	-1.0	0.4048	0.6521	0.6823	-1.0	0.6823	-1.0	0.6258	0.6992	0.5589	0.81	0.5907	0.7	0.2975	0.52
10.0183	47.0	1081	7.8726	0.5505	0.8642	0.564	-1.0	0.5521	-1.0	0.4183	0.6497	0.6695	-1.0	0.6695	-1.0	0.6499	0.7301	0.6421	0.76	0.5888	0.7045	0.3212	0.4833
9.6175	48.0	1104	8.1064	0.5118	0.7879	0.4841	-1.0	0.5151	-1.0	0.4056	0.6514	0.6834	-1.0	0.6834	-1.0	0.6636	0.7278	0.5131	0.79	0.5532	0.7091	0.3174	0.5067
9.6137	49.0	1127	8.2755	0.5208	0.802	0.4961	-1.0	0.5295	-1.0	0.401	0.6344	0.6611	-1.0	0.6611	-1.0	0.627	0.718	0.5448	0.73	0.6039	0.7432	0.3073	0.4533
9.4455	50.0	1150	8.2674	0.5095	0.8032	0.4952	-1.0	0.5146	-1.0	0.3906	0.646	0.6795	-1.0	0.6795	-1.0	0.662	0.7398	0.5412	0.78	0.5817	0.7182	0.2532	0.48
9.4787	51.0	1173	8.1202	0.5334	0.8307	0.5016	-1.0	0.537	-1.0	0.3928	0.6531	0.6826	-1.0	0.6826	-1.0	0.6454	0.7323	0.6122	0.79	0.5929	0.7045	0.283	0.5033
9.3094	52.0	1196	7.9053	0.5372	0.8278	0.5132	-1.0	0.5385	-1.0	0.4134	0.6625	0.6884	-1.0	0.6884	-1.0	0.6513	0.7218	0.5563	0.78	0.6135	0.725	0.3278	0.5267
9.0073	53.0	1219	8.0667	0.52	0.8242	0.5042	-1.0	0.5241	-1.0	0.4048	0.6519	0.6742	-1.0	0.6742	-1.0	0.6442	0.7211	0.5583	0.79	0.5902	0.7159	0.2873	0.47
9.1719	54.0	1242	8.1191	0.5099	0.7798	0.4922	-1.0	0.5189	-1.0	0.4251	0.6548	0.6755	-1.0	0.6755	-1.0	0.6484	0.7195	0.5346	0.78	0.5789	0.7091	0.2775	0.4933
9.3637	55.0	1265	7.9500	0.5183	0.8232	0.4785	-1.0	0.5212	-1.0	0.393	0.6558	0.6808	-1.0	0.6808	-1.0	0.6487	0.7211	0.5487	0.77	0.5826	0.7386	0.2933	0.4933
9.0432	56.0	1288	8.0925	0.5293	0.8214	0.4974	-1.0	0.5329	-1.0	0.4115	0.644	0.6796	-1.0	0.6796	-1.0	0.6478	0.7165	0.5603	0.77	0.5978	0.725	0.3115	0.5067
8.7871	57.0	1311	8.1745	0.4949	0.799	0.4592	-1.0	0.4972	-1.0	0.4074	0.654	0.6779	-1.0	0.6779	-1.0	0.6579	0.7286	0.454	0.78	0.5606	0.7295	0.3071	0.4733
8.6755	58.0	1334	8.4881	0.4981	0.8026	0.4733	-1.0	0.5054	-1.0	0.3994	0.6567	0.6852	-1.0	0.6852	-1.0	0.6479	0.7421	0.5181	0.78	0.5341	0.7455	0.2921	0.4733
8.6787	59.0	1357	8.1160	0.518	0.816	0.4799	-1.0	0.5226	-1.0	0.4243	0.6515	0.6775	-1.0	0.6775	-1.0	0.6495	0.7218	0.5087	0.79	0.5981	0.7114	0.3156	0.4867
8.7697	60.0	1380	8.1135	0.5142	0.8144	0.4961	-1.0	0.5239	-1.0	0.405	0.6594	0.6867	-1.0	0.6867	-1.0	0.6481	0.7241	0.5428	0.81	0.5704	0.7295	0.2956	0.4833
8.4365	61.0	1403	8.2775	0.4831	0.7967	0.443	-1.0	0.4889	-1.0	0.383	0.6462	0.6694	-1.0	0.6694	-1.0	0.6527	0.7376	0.4298	0.74	0.5659	0.7068	0.2839	0.4933
8.8162	62.0	1426	8.1613	0.5168	0.8164	0.4981	-1.0	0.5235	-1.0	0.3874	0.6603	0.6826	-1.0	0.6826	-1.0	0.6554	0.7203	0.5359	0.81	0.5729	0.7	0.303	0.5
8.4376	63.0	1449	8.0591	0.5241	0.8146	0.495	-1.0	0.5301	-1.0	0.3952	0.6416	0.6849	-1.0	0.6849	-1.0	0.65	0.7195	0.5355	0.78	0.6181	0.75	0.2929	0.49
8.5274	64.0	1472	8.3914	0.4979	0.7832	0.4889	-1.0	0.5041	-1.0	0.4023	0.6546	0.677	-1.0	0.677	-1.0	0.6411	0.7173	0.4572	0.77	0.5958	0.7273	0.2977	0.4933
8.3475	65.0	1495	8.1416	0.5109	0.8161	0.4857	-1.0	0.5173	-1.0	0.4079	0.6622	0.6833	-1.0	0.6833	-1.0	0.6526	0.7316	0.5142	0.81	0.5818	0.7182	0.2951	0.4733
8.3002	66.0	1518	8.2563	0.5195	0.8174	0.5236	-1.0	0.522	-1.0	0.399	0.6424	0.6639	-1.0	0.6639	-1.0	0.6527	0.7203	0.5447	0.75	0.5698	0.6955	0.3108	0.49
8.095	67.0	1541	8.1988	0.5261	0.834	0.5189	-1.0	0.5309	-1.0	0.4009	0.6506	0.6796	-1.0	0.6796	-1.0	0.6512	0.7165	0.5556	0.77	0.5996	0.725	0.298	0.5067
8.0085	68.0	1564	8.2202	0.5088	0.7797	0.5115	-1.0	0.5128	-1.0	0.3979	0.6393	0.6618	-1.0	0.6618	-1.0	0.6375	0.7	0.5089	0.75	0.6107	0.7273	0.278	0.47
8.1908	69.0	1587	8.2709	0.5181	0.7973	0.4972	-1.0	0.5221	-1.0	0.3912	0.6449	0.6655	-1.0	0.6655	-1.0	0.6458	0.7075	0.5584	0.77	0.6026	0.7045	0.2655	0.48
7.9701	70.0	1610	8.3044	0.5211	0.8227	0.4835	-1.0	0.5242	-1.0	0.4042	0.6521	0.6622	-1.0	0.6622	-1.0	0.6573	0.7173	0.5436	0.79	0.5552	0.675	0.3281	0.4667
7.8203	71.0	1633	8.3144	0.5149	0.8027	0.4826	-1.0	0.5212	-1.0	0.3932	0.6434	0.6648	-1.0	0.6648	-1.0	0.6509	0.7113	0.5424	0.75	0.5408	0.6977	0.3254	0.5
7.9883	72.0	1656	8.2180	0.5033	0.8053	0.4906	-1.0	0.5051	-1.0	0.3938	0.6369	0.66	-1.0	0.66	-1.0	0.656	0.7165	0.4841	0.74	0.5995	0.7136	0.2736	0.47
7.8918	73.0	1679	8.0995	0.5116	0.7935	0.4853	-1.0	0.5149	-1.0	0.4075	0.6481	0.6678	-1.0	0.6678	-1.0	0.6546	0.7173	0.4795	0.77	0.6196	0.7205	0.2928	0.4633
7.7435	74.0	1702	8.4047	0.5139	0.8131	0.4773	-1.0	0.5178	-1.0	0.3923	0.6421	0.6627	-1.0	0.6627	-1.0	0.6459	0.7113	0.5574	0.8	0.5501	0.6795	0.3023	0.46
7.9308	75.0	1725	8.5004	0.4839	0.7752	0.4636	-1.0	0.4897	-1.0	0.4004	0.635	0.6573	-1.0	0.6573	-1.0	0.6405	0.7	0.4531	0.79	0.5773	0.7091	0.2647	0.43
7.6051	76.0	1748	8.2644	0.5096	0.7737	0.5116	-1.0	0.5162	-1.0	0.4132	0.6541	0.6738	-1.0	0.6738	-1.0	0.6541	0.7158	0.4955	0.76	0.5674	0.7159	0.3213	0.5033
7.6317	77.0	1771	8.2381	0.5299	0.8245	0.5178	-1.0	0.5369	-1.0	0.3917	0.649	0.6627	-1.0	0.6627	-1.0	0.6488	0.7098	0.5529	0.77	0.5938	0.7045	0.324	0.4667
7.6039	78.0	1794	8.1962	0.5108	0.8054	0.5	-1.0	0.5152	-1.0	0.4031	0.6397	0.6606	-1.0	0.6606	-1.0	0.657	0.7113	0.5187	0.75	0.5763	0.6977	0.2911	0.4833
7.4451	79.0	1817	8.4091	0.5141	0.805	0.4945	-1.0	0.5188	-1.0	0.4072	0.6353	0.6663	-1.0	0.6663	-1.0	0.6498	0.712	0.5342	0.76	0.5571	0.6864	0.3152	0.5067
7.4192	80.0	1840	8.2332	0.5111	0.7934	0.4764	-1.0	0.5136	-1.0	0.4086	0.645	0.6594	-1.0	0.6594	-1.0	0.6578	0.7195	0.4807	0.74	0.5853	0.7182	0.3205	0.46
7.3261	81.0	1863	8.3475	0.5066	0.7886	0.4753	-1.0	0.5119	-1.0	0.402	0.6492	0.6645	-1.0	0.6645	-1.0	0.6482	0.709	0.497	0.78	0.5695	0.6955	0.3119	0.4733
7.237	82.0	1886	8.3582	0.5133	0.7986	0.4751	-1.0	0.5171	-1.0	0.3972	0.6466	0.6694	-1.0	0.6694	-1.0	0.6612	0.7165	0.4943	0.79	0.5704	0.6909	0.3273	0.48
7.426	83.0	1909	8.5137	0.495	0.7655	0.4819	-1.0	0.5013	-1.0	0.385	0.6493	0.6644	-1.0	0.6644	-1.0	0.6553	0.7158	0.4583	0.78	0.5646	0.6818	0.3018	0.48
7.2844	84.0	1932	8.3275	0.5247	0.7962	0.5101	-1.0	0.5316	-1.0	0.4005	0.6532	0.6702	-1.0	0.6702	-1.0	0.6561	0.7128	0.546	0.79	0.6047	0.7114	0.2921	0.4667
7.104	85.0	1955	8.3485	0.507	0.7802	0.4973	-1.0	0.5125	-1.0	0.4022	0.6541	0.676	-1.0	0.676	-1.0	0.6628	0.718	0.4732	0.78	0.5868	0.7159	0.3052	0.49
7.208	86.0	1978	8.3823	0.5083	0.79	0.4935	-1.0	0.5128	-1.0	0.3985	0.6465	0.6662	-1.0	0.6662	-1.0	0.6584	0.7128	0.4787	0.77	0.5778	0.6955	0.3184	0.4867
7.1065	87.0	2001	8.3961	0.5106	0.7956	0.4926	-1.0	0.5144	-1.0	0.4026	0.6507	0.671	-1.0	0.671	-1.0	0.6591	0.7158	0.4587	0.78	0.5965	0.7114	0.328	0.4767
7.0695	88.0	2024	8.3776	0.506	0.789	0.4656	-1.0	0.5095	-1.0	0.396	0.651	0.6685	-1.0	0.6685	-1.0	0.652	0.7105	0.4605	0.77	0.597	0.7068	0.3144	0.4867
6.9518	89.0	2047	8.4643	0.4994	0.7724	0.4875	-1.0	0.5061	-1.0	0.392	0.66	0.677	-1.0	0.677	-1.0	0.6549	0.7143	0.4495	0.79	0.5908	0.7205	0.3023	0.4833
6.9488	90.0	2070	8.4712	0.5098	0.7757	0.512	-1.0	0.5141	-1.0	0.4057	0.6505	0.6671	-1.0	0.6671	-1.0	0.649	0.7105	0.4779	0.78	0.606	0.7114	0.3063	0.4667
6.9864	91.0	2093	8.4395	0.5168	0.7972	0.5015	-1.0	0.5192	-1.0	0.4047	0.6587	0.6786	-1.0	0.6786	-1.0	0.6495	0.7098	0.4982	0.81	0.5999	0.7114	0.3197	0.4833
6.8208	92.0	2116	8.5008	0.5112	0.7903	0.51	-1.0	0.5165	-1.0	0.3953	0.65	0.6692	-1.0	0.6692	-1.0	0.6515	0.7075	0.4771	0.78	0.608	0.7159	0.3082	0.4733
6.8586	93.0	2139	8.4782	0.5123	0.7956	0.5109	-1.0	0.5175	-1.0	0.3774	0.6485	0.6693	-1.0	0.6693	-1.0	0.6558	0.7113	0.4796	0.79	0.6015	0.7091	0.3125	0.4667
6.8085	94.0	2162	8.4560	0.5181	0.8013	0.5021	-1.0	0.5214	-1.0	0.3943	0.6471	0.6659	-1.0	0.6659	-1.0	0.6529	0.709	0.5011	0.77	0.603	0.7114	0.3152	0.4733
7.0443	95.0	2185	8.3899	0.517	0.7921	0.5084	-1.0	0.5213	-1.0	0.3805	0.653	0.6663	-1.0	0.6663	-1.0	0.6562	0.7083	0.4894	0.76	0.6169	0.7205	0.3055	0.4767
6.7067	96.0	2208	8.4003	0.5175	0.7955	0.5151	-1.0	0.5214	-1.0	0.3838	0.6508	0.6721	-1.0	0.6721	-1.0	0.654	0.709	0.4772	0.77	0.6207	0.7227	0.3181	0.4867
6.6132	97.0	2231	8.4612	0.5137	0.8028	0.4961	-1.0	0.5168	-1.0	0.3968	0.645	0.662	-1.0	0.662	-1.0	0.6524	0.709	0.4924	0.77	0.6017	0.7023	0.3082	0.4667
6.7125	98.0	2254	8.4125	0.5163	0.8022	0.5117	-1.0	0.5191	-1.0	0.4033	0.6506	0.6664	-1.0	0.6664	-1.0	0.6574	0.712	0.4915	0.77	0.6092	0.7136	0.3068	0.47
6.8613	99.0	2277	8.4344	0.5112	0.7904	0.5112	-1.0	0.5163	-1.0	0.381	0.6509	0.6665	-1.0	0.6665	-1.0	0.66	0.7135	0.4754	0.77	0.611	0.7159	0.2983	0.4667
6.5846	100.0	2300	8.4677	0.5055	0.7933	0.4857	-1.0	0.5092	-1.0	0.376	0.6453	0.6615	-1.0	0.6615	-1.0	0.6525	0.7083	0.4838	0.77	0.5891	0.7045	0.2964	0.4633

Framework versions

• Transformers 4.57.6
• Pytorch 2.10.0+cu128
• Datasets 4.5.0
• Tokenizers 0.22.2