distily_bitnet_gpt2

This student model is distilled from the teacher model gpt2 using the dataset (unspecified).

The Distily library was used for this distillation.

It achieves the following results on the evaluation set:

• eval_enwikippl: 60.25
• eval_frwikippl: 197.0
• eval_zhwikippl: 105.5
• eval_tinystoriesppl: 45.5
• eval_loss: 0.3768
• eval_runtime: 119.4949
• eval_samples_per_second: 83.686
• eval_steps_per_second: 10.461

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• distillation_objective: DistillationObjective(logits_loss_component=LossComponent(label=logits, weight=1, loss_fn=kl, layer_mapper=None, projector=None), hs_loss_component=LossComponent(label=hs, weight=0, loss_fn=None, layer_mapper=None, projector=None), attn_loss_component=LossComponent(label=attn, weight=0, loss_fn=None, layer_mapper=None, projector=None))
• train_embeddings: True
• learning_rate: 0.0001
• train_batch_size: 4
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: constant
• lr_scheduler_warmup_ratio: 0.2
• num_epochs: 1.0

Resource Usage

Peak GPU Memory: 7.7840 GB

Eval-Phase Metrics

step	epoch	enwikippl	frwikippl	loss	runtime	samples_per_second	steps_per_second	tinystoriesppl	zhwikippl
teacher eval		43.25	61.25					11.6875	19.125
0	0	1391569403904.0	152832116260864.0	21.0049	119.2908	83.829	10.479	2919235584.0	51951924412416.0
1000	0.0040	316.0	1464.0	1.3122	119.4245	83.735	10.467	264.0	278.0
2000	0.0081	229.0	800.0	1.1403	119.4259	83.734	10.467	195.0	182.0
3000	0.0121	185.0	608.0	1.0104	119.5923	83.617	10.452	169.0	169.0
4000	0.0162	159.0	520.0	0.9254	119.3483	83.788	10.474	133.0	188.0
5000	0.0202	137.0	424.0	0.8455	119.5965	83.615	10.452	115.0	174.0
6000	0.0242	122.5	450.0	0.7877	119.2948	83.826	10.478	98.5	210.0
7000	0.0283	111.0	416.0	0.7373	119.4795	83.696	10.462	91.0	153.0
8000	0.0323	101.5	404.0	0.6874	119.4413	83.723	10.465	81.0	176.0
9000	0.0364	91.0	378.0	0.6340	119.6875	83.551	10.444	78.5	140.0
10000	0.0404	85.5	342.0	0.5890	119.4852	83.692	10.462	71.5	123.5
11000	0.0444	80.0	318.0	0.5502	119.6263	83.594	10.449	66.0	157.0
12000	0.0485	75.5	284.0	0.5330	119.4136	83.743	10.468	62.0	117.5
13000	0.0525	72.0	247.0	0.5070	120.1015	83.263	10.408	62.75	125.5
14000	0.0566	72.0	240.0	0.4882	119.3335	83.799	10.475	58.0	127.0
15000	0.0606	73.0	221.0	0.4788	119.5948	83.616	10.452	57.5	197.0
16000	0.0646	69.5	230.0	0.4683	119.3756	83.769	10.471	57.0	137.0
17000	0.0687	69.0	237.0	0.4645	119.5417	83.653	10.457	55.75	73.0
18000	0.0727	68.5	217.0	0.4486	119.5671	83.635	10.454	51.5	98.5
19000	0.0768	70.0	231.0	0.4478	119.492	83.688	10.461	53.75	134.0
20000	0.0808	67.5	258.0	0.4461	119.4815	83.695	10.462	56.0	344.0
21000	0.0848	66.5	208.0	0.4358	119.4818	83.695	10.462	52.5	152.0
22000	0.0889	65.5	223.0	0.4335	119.4312	83.73	10.466	52.25	125.5
23000	0.0929	64.5	215.0	0.4274	119.7735	83.491	10.436	53.0	89.0
24000	0.0970	67.5	202.0	0.4228	119.3429	83.792	10.474	51.5	167.0
25000	0.1010	65.0	207.0	0.4228	119.4493	83.718	10.465	48.25	129.0
26000	0.1051	64.5	220.0	0.4226	119.5142	83.672	10.459	49.25	108.5
27000	0.1091	66.5	225.0	0.4135	119.5977	83.614	10.452	50.25	87.5
28000	0.1131	65.0	238.0	0.4187	119.4733	83.701	10.463	50.25	151.0
29000	0.1172	61.75	202.0	0.4126	119.6449	83.581	10.448	51.25	113.0
30000	0.1212	63.0	208.0	0.4097	119.4007	83.752	10.469	47.25	115.5
31000	0.1253	64.0	202.0	0.4078	119.804	83.47	10.434	50.25	165.0
32000	0.1293	64.0	203.0	0.4047	119.6394	83.584	10.448	48.75	142.0
33000	0.1333	61.0	227.0	0.4063	120.1224	83.248	10.406	48.75	80.0
34000	0.1374	61.5	201.0	0.4055	119.3472	83.789	10.474	47.25	144.0
35000	0.1414	65.0	205.0	0.4094	119.8662	83.426	10.428	48.75	137.0
36000	0.1455	66.0	205.0	0.4011	120.0687	83.286	10.411	48.75	95.5
37000	0.1495	65.0	202.0	0.4014	119.9716	83.353	10.419	49.25	132.0
38000	0.1535	64.0	213.0	0.4048	119.9711	83.353	10.419	47.0	193.0
39000	0.1576	61.25	224.0	0.4045	120.0075	83.328	10.416	46.75	134.0
40000	0.1616	62.25	196.0	0.3951	119.6212	83.597	10.45	46.0	113.5
41000	0.1657	64.5	220.0	0.4073	120.0286	83.313	10.414	47.25	149.0
42000	0.1697	62.5	201.0	0.3949	119.865	83.427	10.428	47.75	139.0
43000	0.1737	65.5	218.0	0.3990	119.7175	83.53	10.441	49.0	138.0
44000	0.1778	61.5	205.0	0.3963	119.7386	83.515	10.439	46.0	100.0
45000	0.1818	61.75	191.0	0.3996	120.0236	83.317	10.415	46.75	188.0
46000	0.1859	62.25	192.0	0.3951	119.5599	83.64	10.455	46.0	119.0
47000	0.1899	62.75	193.0	0.3968	119.5258	83.664	10.458	46.5	156.0
48000	0.1939	62.25	191.0	0.3894	119.9285	83.383	10.423	46.75	137.0
49000	0.1980	63.75	205.0	0.3900	119.9251	83.385	10.423	45.5	110.5
50000	0.2020	64.5	189.0	0.3950	119.6096	83.605	10.451	45.5	104.0
51000	0.2061	62.25	191.0	0.3918	119.568	83.634	10.454	45.75	103.5
52000	0.2101	63.75	186.0	0.3880	119.7111	83.534	10.442	46.5	115.0
53000	0.2141	62.0	199.0	0.3951	119.6976	83.544	10.443	48.75	123.0
54000	0.2182	61.5	189.0	0.3930	119.6308	83.591	10.449	44.5	191.0
55000	0.2222	60.5	196.0	0.3904	119.8999	83.403	10.425	48.25	148.0
56000	0.2263	61.25	223.0	0.3930	119.3067	83.818	10.477	46.5	132.0
57000	0.2303	61.25	196.0	0.3869	119.6246	83.595	10.449	46.5	145.0
58000	0.2343	61.75	196.0	0.3902	119.5228	83.666	10.458	44.25	163.0
59000	0.2384	61.25	195.0	0.3883	119.7394	83.515	10.439	45.75	131.0
60000	0.2424	62.25	198.0	0.3864	119.5742	83.63	10.454	47.0	159.0
61000	0.2465	60.5	192.0	0.3876	119.8064	83.468	10.434	47.0	113.0
62000	0.2505	63.0	208.0	0.3915	119.4153	83.741	10.468	46.0	152.0
63000	0.2545	61.5	189.0	0.3851	120.097	83.266	10.408	44.25	114.5
64000	0.2586	62.25	202.0	0.3850	119.5037	83.679	10.46	44.5	173.0
65000	0.2626	65.0	204.0	0.3852	119.7043	83.539	10.442	44.75	155.0
66000	0.2667	65.5	203.0	0.3834	119.7096	83.535	10.442	49.25	241.0
67000	0.2707	62.0	215.0	0.3827	119.9434	83.373	10.422	44.5	125.5
68000	0.2747	64.5	205.0	0.3874	119.7232	83.526	10.441	46.75	94.0
69000	0.2788	60.25	217.0	0.3852	119.6701	83.563	10.445	46.75	127.5
70000	0.2828	61.75	206.0	0.3816	119.6845	83.553	10.444	46.25	97.0
71000	0.2869	61.25	198.0	0.3802	119.5798	83.626	10.453	44.0	86.5
72000	0.2909	60.5	184.0	0.3809	119.6483	83.578	10.447	44.5	84.0
73000	0.2949	61.25	182.0	0.3843	119.8145	83.462	10.433	47.25	233.0
74000	0.2990	60.25	200.0	0.3829	119.6185	83.599	10.45	45.5	170.0
75000	0.3030	64.0	209.0	0.3849	119.964	83.358	10.42	47.0	121.5
76000	0.3071	62.5	185.0	0.3763	119.5942	83.616	10.452	45.75	182.0
77000	0.3111	62.0	198.0	0.3845	119.8226	83.457	10.432	45.75	133.0
78000	0.3152	61.75	195.0	0.3804	119.4829	83.694	10.462	46.5	145.0
79000	0.3192	62.75	204.0	0.3818	119.7536	83.505	10.438	46.25	75.5
80000	0.3232	63.75	208.0	0.3821	119.5149	83.672	10.459	48.5	221.0
81000	0.3273	63.75	197.0	0.3831	119.7777	83.488	10.436	48.0	244.0
82000	0.3313	62.0	206.0	0.3798	119.4957	83.685	10.461	45.25	84.5
83000	0.3354	61.5	207.0	0.3793	119.7781	83.488	10.436	46.25	111.5
84000	0.3394	62.25	212.0	0.3838	119.5784	83.627	10.453	47.25	111.0
85000	0.3434	65.0	200.0	0.3797	119.7835	83.484	10.435	45.75	155.0
86000	0.3475	63.0	200.0	0.3831	119.5894	83.619	10.452	44.5	138.0
87000	0.3515	61.0	193.0	0.3845	119.7299	83.521	10.44	45.75	131.0
88000	0.3556	61.25	209.0	0.3815	119.5304	83.661	10.458	44.25	175.0
89000	0.3596	61.0	180.0	0.3785	119.7064	83.538	10.442	46.25	129.0
90000	0.3636	62.25	214.0	0.3781	119.5581	83.641	10.455	44.25	84.5
91000	0.3677	60.0	179.0	0.3719	119.8694	83.424	10.428	42.75	109.5
92000	0.3717	63.25	194.0	0.3835	119.4686	83.704	10.463	46.25	130.0
93000	0.3758	62.75	190.0	0.3791	119.8026	83.471	10.434	46.5	147.0
94000	0.3798	61.5	246.0	0.3833	119.4626	83.708	10.464	46.75	106.0
95000	0.3838	62.0	210.0	0.3833	119.5775	83.628	10.453	45.25	141.0
96000	0.3879	58.75	207.0	0.3829	119.501	83.681	10.46	46.5	102.0
97000	0.3919	61.5	199.0	0.3825	119.9706	83.354	10.419	47.0	121.5
98000	0.3960	62.5	213.0	0.3791	119.7509	83.507	10.438	46.5	228.0
99000	0.4	60.25	197.0	0.3768	119.4949	83.686	10.461	45.5	105.5
100000	0.4040	61.75	218.0	0.3827	119.5924	83.617	10.452	45.25	302.0
101000	0.4081	61.25	202.0	0.3804	119.5839	83.623	10.453	46.75	128.0
102000	0.4121	62.5	191.0	0.3767	119.5413	83.653	10.457	45.5	140.0
103000	0.4162	60.75	192.0	0.3782	119.9597	83.361	10.42	46.25	88.5
104000	0.4202	63.25	208.0	0.3788	119.3862	83.762	10.47	43.75	123.0
105000	0.4242	60.25	177.0	0.3715	119.8313	83.451	10.431	43.5	133.0
106000	0.4283	64.0	204.0	0.3845	119.8117	83.464	10.433	43.0	98.5
107000	0.4323	60.25	192.0	0.3748	119.4944	83.686	10.461	45.75	140.0
108000	0.4364	62.25	206.0	0.3731	119.4119	83.744	10.468	42.5	96.5
109000	0.4404	60.75	217.0	0.3763	119.6322	83.59	10.449	44.25	129.0
110000	0.4444	62.75	204.0	0.3750	119.5341	83.658	10.457	47.5	102.0
111000	0.4485	60.25	187.0	0.3758	119.5253	83.664	10.458	44.5	92.5
112000	0.4525	61.5	191.0	0.3819	119.5932	83.617	10.452	46.75	118.0
113000	0.4566	62.0	220.0	0.3811	119.6275	83.593	10.449	45.5	151.0
114000	0.4606	62.5	204.0	0.3758	119.4174	83.74	10.467	45.25	132.0
115000	0.4646	63.5	210.0	0.3753	119.8784	83.418	10.427	45.75	118.5
116000	0.4687	62.5	189.0	0.3816	119.3948	83.756	10.469	42.75	68.5
117000	0.4727	60.0	200.0	0.3803	119.6297	83.591	10.449	47.25	122.5
118000	0.4768	62.75	216.0	0.3716	119.5222	83.666	10.458	45.0	221.0
119000	0.4808	61.25	203.0	0.3789	119.6407	83.584	10.448	45.5	138.0
120000	0.4848	61.0	204.0	0.3801	119.4345	83.728	10.466	44.0	192.0
121000	0.4889	60.25	193.0	0.3764	119.5113	83.674	10.459	46.75	110.0
122000	0.4929	62.0	194.0	0.3713	119.3661	83.776	10.472	44.75	90.0
123000	0.4970	62.25	196.0	0.3738	119.664	83.567	10.446	45.25	216.0
124000	0.5010	63.0	200.0	0.3766	119.3724	83.771	10.471	45.0	122.0
125000	0.5051	63.0	216.0	0.3802	119.8228	83.457	10.432	43.75	101.0
126000	0.5091	62.25	201.0	0.3797	119.3712	83.772	10.472	41.75	144.0
127000	0.5131	61.75	190.0	0.3692	119.8775	83.418	10.427	46.5	189.0
128000	0.5172	62.5	218.0	0.3726	119.4768	83.698	10.462	43.25	108.0
129000	0.5212	62.25	200.0	0.3772	119.4392	83.725	10.466	43.0	179.0
130000	0.5253	61.25	197.0	0.3756	119.5936	83.617	10.452	46.0	150.0
131000	0.5293	61.75	202.0	0.3773	119.7616	83.499	10.437	45.5	110.5
132000	0.5333	60.25	208.0	0.3755	119.6597	83.57	10.446	45.0	108.0
133000	0.5374	61.0	216.0	0.3811	119.8666	83.426	10.428	43.25	200.0
134000	0.5414	63.5	210.0	0.3782	119.4305	83.731	10.466	44.25	141.0
135000	0.5455	62.25	196.0	0.3761	119.5947	83.616	10.452	46.25	84.0
136000	0.5495	62.75	189.0	0.3822	119.566	83.636	10.454	45.75	229.0
137000	0.5535	60.75	206.0	0.3765	119.6759	83.559	10.445	45.0	166.0
138000	0.5576	60.75	198.0	0.3765	119.5901	83.619	10.452	46.0	286.0
139000	0.5616	63.0	200.0	0.3845	119.8562	83.433	10.429	45.75	304.0
140000	0.5657	61.0	198.0	0.3744	119.5	83.682	10.46	44.75	98.0
141000	0.5697	63.75	193.0	0.3753	119.5173	83.67	10.459	47.0	106.0
142000	0.5737	60.5	201.0	0.3719	119.641	83.583	10.448	45.0	193.0
143000	0.5778	60.75	185.0	0.3779	120.0007	83.333	10.417	45.5	135.0
144000	0.5818	62.25	204.0	0.3785	119.4551	83.713	10.464	45.75	200.0
145000	0.5859	61.5	219.0	0.3786	119.7355	83.517	10.44	44.75	106.5
146000	0.5899	64.5	194.0	0.3764	119.4362	83.727	10.466	46.75	151.0
147000	0.5939	62.0	183.0	0.3692	119.7765	83.489	10.436	45.5	126.0
148000	0.5980	61.5	197.0	0.3721	119.484	83.693	10.462	46.0	89.5
149000	0.6020	61.75	212.0	0.3737	119.5109	83.674	10.459	44.25	198.0
150000	0.6061	58.25	193.0	0.3798	119.4511	83.716	10.465	45.75	254.0
151000	0.6101	61.25	190.0	0.3736	119.92	83.389	10.424	45.0	668.0
152000	0.6141	63.75	194.0	0.3777	119.451	83.716	10.465	43.0	92.5
153000	0.6182	63.25	202.0	0.3738	119.5904	83.619	10.452	45.25	148.0
154000	0.6222	62.0	189.0	0.3791	119.3905	83.759	10.47	47.75	156.0
155000	0.6263	61.0	196.0	0.3802	119.8694	83.424	10.428	45.5	278.0
156000	0.6303	62.5	193.0	0.3784	119.4204	83.738	10.467	43.75	151.0
157000	0.6343	61.75	196.0	0.3697	119.594	83.616	10.452	46.25	107.5
158000	0.6384	60.75	187.0	0.3742	119.3841	83.763	10.47	46.0	138.0
159000	0.6424	60.5	190.0	0.3720	119.9495	83.368	10.421	47.25	191.0
160000	0.6465	61.25	214.0	0.3804	119.5882	83.62	10.453	46.25	95.5
161000	0.6505	60.0	184.0	0.3740	119.571	83.632	10.454	44.5	141.0
162000	0.6545	60.5	209.0	0.3771	119.2965	83.825	10.478	45.75	108.5
163000	0.6586	59.5	202.0	0.3740	119.4559	83.713	10.464	43.5	164.0
164000	0.6626	62.0	188.0	0.3712	119.4787	83.697	10.462	44.75	124.0
165000	0.6667	59.25	198.0	0.3712	119.5568	83.642	10.455	46.0	220.0
166000	0.6707	60.0	186.0	0.3722	119.4093	83.746	10.468	46.0	91.0
167000	0.6747	60.75	197.0	0.3722	119.7627	83.498	10.437	43.5	118.5
168000	0.6788	63.0	213.0	0.3794	119.5874	83.621	10.453	45.75	84.0
169000	0.6828	62.0	199.0	0.3741	119.5162	83.671	10.459	45.25	114.5
170000	0.6869	64.0	210.0	0.3780	119.2009	83.892	10.487	44.5	105.0
171000	0.6909	60.75	194.0	0.3709	119.3434	83.792	10.474	46.25	114.0
172000	0.6949	64.5	201.0	0.3779	119.4813	83.695	10.462	45.75	162.0
173000	0.6990	60.75	189.0	0.3747	119.766	83.496	10.437	46.0	76.5
174000	0.7030	62.25	193.0	0.3770	119.3894	83.76	10.47	47.0	125.5
175000	0.7071	61.0	179.0	0.3775	119.6129	83.603	10.45	44.5	169.0
176000	0.7111	62.5	197.0	0.3756	119.2958	83.825	10.478	45.0	151.0
177000	0.7152	60.75	206.0	0.3787	119.3375	83.796	10.474	43.5	278.0
178000	0.7192	60.5	194.0	0.3764	119.093	83.968	10.496	45.0	106.5
179000	0.7232	62.0	195.0	0.3721	119.4974	83.684	10.46	44.5	156.0
180000	0.7273	60.5	197.0	0.3740	119.4195	83.738	10.467	44.5	128.0
181000	0.7313	62.25	191.0	0.3702	119.5899	83.619	10.452	44.25	84.0
182000	0.7354	60.5	187.0	0.3699	119.2683	83.845	10.481	42.5	99.5
183000	0.7394	60.0	186.0	0.3738	119.3468	83.789	10.474	43.25	134.0
184000	0.7434	63.0	197.0	0.3732	119.3936	83.757	10.47	47.5	124.0
185000	0.7475	66.5	197.0	0.3786	119.349	83.788	10.473	42.5	198.0
186000	0.7515	62.0	219.0	0.3716	119.309	83.816	10.477	44.75	155.0
187000	0.7556	60.0	189.0	0.3706	119.6934	83.547	10.443	45.5	100.0
188000	0.7596	62.0	204.0	0.3757	119.2139	83.883	10.485	43.75	114.5
189000	0.7636	61.0	199.0	0.3743	119.6216	83.597	10.45	43.75	113.5
190000	0.7677	61.0	198.0	0.3779	119.1564	83.923	10.49	47.0	82.5
191000	0.7717	63.0	202.0	0.3759	119.4008	83.752	10.469	44.5	141.0
192000	0.7758	59.0	179.0	0.3766	119.3454	83.79	10.474	46.25	97.5
193000	0.7798	59.0	212.0	0.3760	119.4054	83.748	10.469	45.5	154.0
194000	0.7838	62.25	206.0	0.3746	119.3162	83.811	10.476	46.25	75.0
195000	0.7879	62.0	199.0	0.3790	119.7096	83.535	10.442	44.25	116.0
196000	0.7919	59.75	210.0	0.3745	119.2919	83.828	10.479	45.75	82.0
197000	0.7960	62.75	219.0	0.3766	119.5628	83.638	10.455	48.0	94.5
198000	0.8	62.0	185.0	0.3719	119.2608	83.85	10.481	43.5	103.0
199000	0.8040	62.0	190.0	0.3757	119.3233	83.806	10.476	43.0	115.0
200000	0.8081	60.75	199.0	0.3724	119.2813	83.835	10.479	44.75	163.0
201000	0.8121	62.0	185.0	0.3692	119.3617	83.779	10.472	45.25	101.0
202000	0.8162	63.0	184.0	0.3722	119.2684	83.844	10.481	45.75	169.0
203000	0.8202	61.0	229.0	0.3741	119.4577	83.712	10.464	46.5	225.0
204000	0.8242	62.25	180.0	0.3733	119.3774	83.768	10.471	46.75	129.0
205000	0.8283	59.75	181.0	0.3753	119.5249	83.665	10.458	44.25	119.5
206000	0.8323	61.75	194.0	0.3771	119.1299	83.942	10.493	44.75	140.0
207000	0.8364	61.25	200.0	0.3764	119.4217	83.737	10.467	42.5	120.0
208000	0.8404	60.25	188.0	0.3732	119.5447	83.651	10.456	43.0	212.0
209000	0.8444	61.0	189.0	0.3762	119.6224	83.596	10.45	45.0	92.0
210000	0.8485	59.5	193.0	0.3753	119.6028	83.61	10.451	43.25	208.0
211000	0.8525	59.0	197.0	0.3727	119.2025	83.891	10.486	44.75	138.0
212000	0.8566	61.5	196.0	0.3717	119.3458	83.79	10.474	42.5	358.0
213000	0.8606	62.25	187.0	0.3720	119.2634	83.848	10.481	43.5	151.0
214000	0.8646	62.0	190.0	0.3721	119.3182	83.81	10.476	43.0	102.5
215000	0.8687	60.75	205.0	0.3708	119.2675	83.845	10.481	45.25	90.5
216000	0.8727	60.5	188.0	0.3713	119.2927	83.827	10.478	43.5	88.0
217000	0.8768	60.25	190.0	0.3701	119.2572	83.852	10.482	44.25	100.5
218000	0.8808	61.0	197.0	0.3699	119.3148	83.812	10.476	42.75	106.5
219000	0.8848	61.0	190.0	0.3689	119.1907	83.899	10.487	44.0	173.0
220000	0.8889	62.75	203.0	0.3786	119.4453	83.72	10.465	43.25	155.0
221000	0.8929	62.25	189.0	0.3740	119.3127	83.813	10.477	44.25	130.0
222000	0.8970	63.5	183.0	0.3730	119.2006	83.892	10.487	46.75	84.5
223000	0.9010	61.25	210.0	0.3728	119.5812	83.625	10.453	46.0	402.0
224000	0.9051	63.25	196.0	0.3738	119.3814	83.765	10.471	45.0	164.0
225000	0.9091	62.5	188.0	0.3719	119.3165	83.811	10.476	47.0	73.5
226000	0.9131	61.5	197.0	0.3751	119.2818	83.835	10.479	44.25	58.75
227000	0.9172	60.0	198.0	0.3691	119.3438	83.792	10.474	46.25	61.5
228000	0.9212	61.25	197.0	0.3718	119.576	83.629	10.454	46.0	108.5
229000	0.9253	61.75	199.0	0.3739	119.3345	83.798	10.475	45.5	196.0
230000	0.9293	62.0	202.0	0.3770	119.1355	83.938	10.492	45.0	145.0
231000	0.9333	60.25	198.0	0.3712	119.2532	83.855	10.482	43.25	134.0
232000	0.9374	61.5	221.0	0.3749	119.6348	83.588	10.448	44.5	120.5
233000	0.9414	60.5	203.0	0.3714	119.2199	83.879	10.485	45.0	133.0
234000	0.9455	61.5	198.0	0.3707	119.3045	83.819	10.477	45.25	87.5
235000	0.9495	63.25	203.0	0.3739	119.2723	83.842	10.48	44.75	120.5
236000	0.9535	60.0	200.0	0.3713	119.3693	83.774	10.472	43.5	197.0
237000	0.9576	62.5	199.0	0.3757	119.3074	83.817	10.477	44.5	151.0
238000	0.9616	64.5	216.0	0.3755	119.2789	83.837	10.48	43.25	135.0
239000	0.9657	64.0	188.0	0.3735	119.5725	83.631	10.454	45.0	126.0
240000	0.9697	61.25	185.0	0.3742	119.252	83.856	10.482	43.5	147.0
241000	0.9737	60.5	193.0	0.3743	119.2507	83.857	10.482	45.0	100.5
242000	0.9778	61.75	194.0	0.3752	119.2384	83.866	10.483	44.25	105.0
243000	0.9818	63.0	230.0	0.3746	119.6142	83.602	10.45	44.75	138.0
244000	0.9859	62.5	204.0	0.3706	119.4435	83.722	10.465	44.5	143.0
245000	0.9899	61.75	202.0	0.3716	119.2642	83.847	10.481	42.75	117.5
246000	0.9939	62.0	208.0	0.3711	119.3449	83.791	10.474	43.0	141.0
247000	0.9980	61.5	204.0	0.3750	119.4143	83.742	10.468	46.0	90.0
247500	1.0	62.5	214.0	0.3691	119.5852	83.622	10.453	46.0	121.5

Framework versions

• Distily 0.2.0
• Transformers 4.44.0
• Pytorch 2.3.0
• Datasets 2.21.0