Split (1)

train · 2.22k rows

unit stringlengths 6 49	ppl null	kld float64 0.03 0.19	kld_max float64 8.42 31.8	kld_median float64 0.01 0.04	dp_rms float64 0.04 0.1	same_top float64 0.85 0.93	tensors listlengths 1 4 ⌀	damage null	damage_kld float64 -0 0.12 ⌀	damage_kld_max float64 -11.69 5.81 ⌀	damage_kld_median float64 -0 0.01 ⌀	damage_dp_rms float64 -0 0.03 ⌀	damage_same_top float64 -0.04 0 ⌀
ffn_down@3	null	0.079727	19.505089	0.03185	0.06772	0.87918	[ "blk.3.ffn_down.weight" ]	null	0.007805	-0.928448	0.002734	0.0035	-0.00386
ffn_gate@3+ffn_up@3	null	0.086814	20.791468	0.033796	0.07156	0.87527	[ "blk.3.ffn_gate.weight", "blk.3.ffn_up.weight" ]	null	0.014892	0.357931	0.00468	0.00734	-0.00777
attn_gate@4+attn_qkv@4	null	0.078054	16.640133	0.030802	0.06671	0.87889	[ "blk.4.attn_gate.weight", "blk.4.attn_qkv.weight" ]	null	0.006132	-3.793404	0.001686	0.00249	-0.00415
attn_output@4	null	0.081916	16.995838	0.03268	0.06802	0.87595	[ "blk.4.attn_output.weight" ]	null	0.009994	-3.437699	0.003564	0.0038	-0.00709
ffn_down@4	null	0.080751	19.876677	0.032052	0.06781	0.87972	[ "blk.4.ffn_down.weight" ]	null	0.008829	-0.55686	0.002936	0.00359	-0.00332
ffn_gate@4+ffn_up@4	null	0.081944	17.178122	0.033833	0.06863	0.87508	[ "blk.4.ffn_gate.weight", "blk.4.ffn_up.weight" ]	null	0.010022	-3.255415	0.004717	0.00441	-0.00796
attn_gate@5+attn_qkv@5	null	0.077842	18.692476	0.031369	0.06676	0.87944	[ "blk.5.attn_gate.weight", "blk.5.attn_qkv.weight" ]	null	0.00592	-1.741061	0.002253	0.00254	-0.0036
attn_output@5	null	0.083568	19.255558	0.034021	0.06889	0.87453	[ "blk.5.attn_output.weight" ]	null	0.011646	-1.177979	0.004905	0.00467	-0.00851
ffn_down@5	null	0.08078	20.754061	0.032405	0.06754	0.8762	[ "blk.5.ffn_down.weight" ]	null	0.008858	0.320524	0.003289	0.00332	-0.00684
ffn_gate@5+ffn_up@5	null	0.088588	20.682877	0.036426	0.07051	0.8703	[ "blk.5.ffn_gate.weight", "blk.5.ffn_up.weight" ]	null	0.016666	0.24934	0.00731	0.00629	-0.01274
attn_gate@6+attn_qkv@6	null	0.080506	21.148369	0.032444	0.06864	0.87807	[ "blk.6.attn_gate.weight", "blk.6.attn_qkv.weight" ]	null	0.008584	0.714832	0.003328	0.00442	-0.00497
attn_output@6	null	0.084379	18.582878	0.033551	0.06812	0.87504	[ "blk.6.attn_output.weight" ]	null	0.012457	-1.850659	0.004435	0.0039	-0.008
ffn_down@6	null	0.087736	23.549599	0.033324	0.07075	0.87547	[ "blk.6.ffn_down.weight" ]	null	0.015814	3.116062	0.004208	0.00653	-0.00757
ffn_gate@6+ffn_up@6	null	0.085625	17.307259	0.036273	0.06944	0.87096	[ "blk.6.ffn_gate.weight", "blk.6.ffn_up.weight" ]	null	0.013703	-3.126278	0.007157	0.00522	-0.01208
attn_gate@7+attn_qkv@7	null	0.085535	22.848396	0.033887	0.06871	0.8727	[ "blk.7.attn_gate.weight", "blk.7.attn_qkv.weight" ]	null	0.013613	2.414859	0.004771	0.00449	-0.01034
attn_output@7	null	0.098268	19.04648	0.041253	0.07471	0.86291	[ "blk.7.attn_output.weight" ]	null	0.026346	-1.387057	0.012137	0.01049	-0.02013
ffn_down@7	null	0.078191	18.547537	0.032342	0.06763	0.87838	[ "blk.7.ffn_down.weight" ]	null	0.006269	-1.886	0.003226	0.00341	-0.00466
ffn_gate@7+ffn_up@7	null	0.084102	20.853252	0.033969	0.06851	0.87678	[ "blk.7.ffn_gate.weight", "blk.7.ffn_up.weight" ]	null	0.01218	0.419715	0.004853	0.00429	-0.00626
attn_gate@8+attn_qkv@8	null	0.075243	19.004086	0.031344	0.06526	0.8802	[ "blk.8.attn_gate.weight", "blk.8.attn_qkv.weight" ]	null	0.003321	-1.429451	0.002228	0.00104	-0.00284
attn_output@8	null	0.086728	19.600189	0.036962	0.07071	0.8721	[ "blk.8.attn_output.weight" ]	null	0.014806	-0.833348	0.007846	0.00649	-0.01094
ffn_down@8	null	0.076944	20.058788	0.032446	0.06664	0.87938	[ "blk.8.ffn_down.weight" ]	null	0.005022	-0.374749	0.00333	0.00242	-0.00366
ffn_gate@8+ffn_up@8	null	0.08139	21.087271	0.034122	0.06856	0.87581	[ "blk.8.ffn_gate.weight", "blk.8.ffn_up.weight" ]	null	0.009468	0.653734	0.005006	0.00434	-0.00723
attn_gate@9+attn_qkv@9	null	0.0771	21.259226	0.031923	0.06578	0.87841	[ "blk.9.attn_gate.weight", "blk.9.attn_qkv.weight" ]	null	0.005178	0.825689	0.002807	0.00156	-0.00463
attn_output@9	null	0.085162	20.479715	0.035266	0.06948	0.87343	[ "blk.9.attn_output.weight" ]	null	0.01324	0.046178	0.00615	0.00526	-0.00961
ffn_down@9	null	0.074696	20.144981	0.03157	0.06515	0.87923	[ "blk.9.ffn_down.weight" ]	null	0.002774	-0.288556	0.002454	0.00093	-0.00381
ffn_gate@9+ffn_up@9	null	0.08123	18.493593	0.033714	0.06774	0.87436	[ "blk.9.ffn_gate.weight", "blk.9.ffn_up.weight" ]	null	0.009308	-1.939944	0.004598	0.00352	-0.00868
BASELINE	null	0.077389	16.027298	0.020308	0.06877	0.89322	null	null	null	null	null	null	null
attn_gate@0+attn_qkv@0	null	0.086337	18.736618	0.020728	0.07183	0.88908	[ "blk.0.attn_gate.weight", "blk.0.attn_qkv.weight" ]	null	0.008948	2.70932	0.00042	0.00306	-0.00414
attn_output@0	null	0.08595	17.851334	0.021072	0.07128	0.88896	[ "blk.0.attn_output.weight" ]	null	0.008561	1.824036	0.000764	0.00251	-0.00426
ffn_down@0	null	0.079182	16.828346	0.020115	0.06949	0.89351	[ "blk.0.ffn_down.weight" ]	null	0.001793	0.801048	-0.000193	0.00072	0.00029
ffn_gate@0+ffn_up@0	null	0.082684	16.372578	0.020414	0.07071	0.89182	[ "blk.0.ffn_gate.weight", "blk.0.ffn_up.weight" ]	null	0.005295	0.34528	0.000106	0.00194	-0.0014
attn_gate@1+attn_qkv@1	null	0.077626	15.995483	0.02013	0.06853	0.89421	[ "blk.1.attn_gate.weight", "blk.1.attn_qkv.weight" ]	null	0.000237	-0.031815	-0.000178	-0.00024	0.00099
attn_output@1	null	0.079409	14.791648	0.020202	0.0701	0.89415	[ "blk.1.attn_output.weight" ]	null	0.00202	-1.23565	-0.000106	0.00133	0.00093
ffn_down@1	null	0.079085	15.126401	0.020167	0.06956	0.89342	[ "blk.1.ffn_down.weight" ]	null	0.001696	-0.900897	-0.000141	0.00079	0.0002
ffn_gate@1+ffn_up@1	null	0.07701	16.68041	0.020198	0.06693	0.89404	[ "blk.1.ffn_gate.weight", "blk.1.ffn_up.weight" ]	null	-0.000379	0.653112	-0.00011	-0.00184	0.00082
attn_gate@10+attn_qkv@10	null	0.079261	18.859785	0.020517	0.07033	0.89223	[ "blk.10.attn_gate.weight", "blk.10.attn_qkv.weight" ]	null	0.001872	2.832487	0.000209	0.00156	-0.00099
attn_output@10	null	0.078985	16.299553	0.020694	0.06842	0.89376	[ "blk.10.attn_output.weight" ]	null	0.001596	0.272255	0.000386	-0.00035	0.00054
ffn_down@10	null	0.078377	16.957125	0.020406	0.06852	0.89402	[ "blk.10.ffn_down.weight" ]	null	0.000988	0.929827	0.000098	-0.00025	0.0008
ffn_gate@10+ffn_up@10	null	0.08001	16.914854	0.02096	0.06989	0.89131	[ "blk.10.ffn_gate.weight", "blk.10.ffn_up.weight" ]	null	0.002621	0.887556	0.000652	0.00112	-0.00191
attn_gate@11+attn_qkv@11	null	0.078403	14.834455	0.020755	0.06924	0.89301	[ "blk.11.attn_gate.weight", "blk.11.attn_qkv.weight" ]	null	0.001014	-1.192843	0.000447	0.00047	-0.00021
attn_output@11	null	0.08233	16.69945	0.021412	0.07129	0.89097	[ "blk.11.attn_output.weight" ]	null	0.004941	0.672152	0.001104	0.00252	-0.00225
ffn_down@11	null	0.079144	15.691792	0.020715	0.06914	0.89283	[ "blk.11.ffn_down.weight" ]	null	0.001755	-0.335506	0.000407	0.00037	-0.00039
ffn_gate@11+ffn_up@11	null	0.078906	16.517357	0.020749	0.06913	0.89203	[ "blk.11.ffn_gate.weight", "blk.11.ffn_up.weight" ]	null	0.001517	0.490059	0.000441	0.00036	-0.00119
attn_gate@12+attn_qkv@12	null	0.078557	15.181849	0.020478	0.06938	0.89353	[ "blk.12.attn_gate.weight", "blk.12.attn_qkv.weight" ]	null	0.001168	-0.845449	0.00017	0.00061	0.00031
attn_output@12	null	0.079263	15.120912	0.020817	0.07019	0.89211	[ "blk.12.attn_output.weight" ]	null	0.001874	-0.906386	0.000509	0.00142	-0.00111
ffn_down@12	null	0.078268	16.502415	0.020532	0.06899	0.8932	[ "blk.12.ffn_down.weight" ]	null	0.000879	0.475117	0.000224	0.00022	-0.00002
ffn_gate@12+ffn_up@12	null	0.078668	15.832751	0.020667	0.06899	0.89317	[ "blk.12.ffn_gate.weight", "blk.12.ffn_up.weight" ]	null	0.001279	-0.194547	0.000359	0.00022	-0.00005
attn_gate@13+attn_qkv@13	null	0.078449	16.425207	0.02053	0.06834	0.89266	[ "blk.13.attn_gate.weight", "blk.13.attn_qkv.weight" ]	null	0.00106	0.397909	0.000222	-0.00043	-0.00056
attn_output@13	null	0.078726	15.923635	0.020645	0.06899	0.894	[ "blk.13.attn_output.weight" ]	null	0.001337	-0.103663	0.000337	0.00022	0.00078
ffn_down@13	null	0.077777	16.068094	0.020544	0.06858	0.89381	[ "blk.13.ffn_down.weight" ]	null	0.000388	0.040796	0.000236	-0.00019	0.00059
ffn_gate@13+ffn_up@13	null	0.078824	15.957243	0.02072	0.06876	0.8932	[ "blk.13.ffn_gate.weight", "blk.13.ffn_up.weight" ]	null	0.001435	-0.070055	0.000412	-0.00001	-0.00002
attn_gate@14+attn_qkv@14	null	0.07835	15.394879	0.020755	0.06898	0.89279	[ "blk.14.attn_gate.weight", "blk.14.attn_qkv.weight" ]	null	0.000961	-0.632419	0.000447	0.00021	-0.00043
attn_output@14	null	0.079726	16.938835	0.021069	0.06965	0.89152	[ "blk.14.attn_output.weight" ]	null	0.002337	0.911537	0.000761	0.00088	-0.0017
ffn_down@14	null	0.077871	15.896139	0.020667	0.0688	0.8917	[ "blk.14.ffn_down.weight" ]	null	0.000482	-0.131159	0.000359	0.00003	-0.00152
ffn_gate@14+ffn_up@14	null	0.078259	15.661842	0.020774	0.06903	0.89194	[ "blk.14.ffn_gate.weight", "blk.14.ffn_up.weight" ]	null	0.00087	-0.365456	0.000466	0.00026	-0.00128
attn_gate@15+attn_qkv@15	null	0.078751	16.004902	0.020826	0.06871	0.89218	[ "blk.15.attn_gate.weight", "blk.15.attn_qkv.weight" ]	null	0.001362	-0.022396	0.000518	-0.00006	-0.00104
attn_output@15	null	0.080239	15.514116	0.021195	0.06975	0.89079	[ "blk.15.attn_output.weight" ]	null	0.00285	-0.513182	0.000887	0.00098	-0.00243
ffn_down@15	null	0.077623	16.460735	0.020399	0.06865	0.89318	[ "blk.15.ffn_down.weight" ]	null	0.000234	0.433437	0.000091	-0.00012	-0.00004
ffn_gate@15+ffn_up@15	null	0.078269	16.802378	0.020736	0.06915	0.89291	[ "blk.15.ffn_gate.weight", "blk.15.ffn_up.weight" ]	null	0.00088	0.77508	0.000428	0.00038	-0.00031
attn_gate@16+attn_qkv@16	null	0.077241	15.864743	0.020314	0.06843	0.89252	[ "blk.16.attn_gate.weight", "blk.16.attn_qkv.weight" ]	null	-0.000148	-0.162555	0.000006	-0.00034	-0.0007
attn_output@16	null	0.078842	16.069937	0.020791	0.06991	0.89169	[ "blk.16.attn_output.weight" ]	null	0.001453	0.042639	0.000483	0.00114	-0.00153
ffn_down@16	null	0.077451	15.568267	0.020368	0.06857	0.89232	[ "blk.16.ffn_down.weight" ]	null	0.000062	-0.459031	0.00006	-0.0002	-0.0009
ffn_gate@16+ffn_up@16	null	0.077803	15.722742	0.020917	0.0686	0.89204	[ "blk.16.ffn_gate.weight", "blk.16.ffn_up.weight" ]	null	0.000414	-0.304556	0.000609	-0.00017	-0.00118
attn_gate@17+attn_qkv@17	null	0.078427	16.627066	0.020517	0.06923	0.89308	[ "blk.17.attn_gate.weight", "blk.17.attn_qkv.weight" ]	null	0.001038	0.599768	0.000209	0.00046	-0.00014
attn_output@17	null	0.078238	15.922565	0.020939	0.06867	0.89184	[ "blk.17.attn_output.weight" ]	null	0.000849	-0.104733	0.000631	-0.0001	-0.00138
ffn_down@17	null	0.078161	15.433547	0.020455	0.06909	0.89269	[ "blk.17.ffn_down.weight" ]	null	0.000772	-0.593751	0.000147	0.00032	-0.00053
ffn_gate@17+ffn_up@17	null	0.078386	16.121	0.020678	0.06876	0.8917	[ "blk.17.ffn_gate.weight", "blk.17.ffn_up.weight" ]	null	0.000997	0.093702	0.00037	-0.00001	-0.00152
attn_gate@18+attn_qkv@18	null	0.078277	15.492333	0.020642	0.06907	0.89242	[ "blk.18.attn_gate.weight", "blk.18.attn_qkv.weight" ]	null	0.000888	-0.534965	0.000334	0.0003	-0.0008
attn_output@18	null	0.078674	16.048786	0.020807	0.06909	0.89184	[ "blk.18.attn_output.weight" ]	null	0.001285	0.021488	0.000499	0.00032	-0.00138
ffn_down@18	null	0.078459	15.354901	0.020666	0.06887	0.89203	[ "blk.18.ffn_down.weight" ]	null	0.00107	-0.672397	0.000358	0.0001	-0.00119
ffn_gate@18+ffn_up@18	null	0.078154	15.897462	0.020826	0.06898	0.89242	[ "blk.18.ffn_gate.weight", "blk.18.ffn_up.weight" ]	null	0.000765	-0.129836	0.000518	0.00021	-0.0008
attn_gate@19+attn_qkv@19	null	0.078626	15.601211	0.020866	0.06891	0.89136	[ "blk.19.attn_gate.weight", "blk.19.attn_qkv.weight" ]	null	0.001237	-0.426087	0.000558	0.00014	-0.00186
attn_output@19	null	0.07744	16.251646	0.020589	0.06831	0.89256	[ "blk.19.attn_output.weight" ]	null	0.000051	0.224348	0.000281	-0.00046	-0.00066
ffn_down@19	null	0.078064	15.892181	0.020502	0.0691	0.89176	[ "blk.19.ffn_down.weight" ]	null	0.000675	-0.135117	0.000194	0.00033	-0.00146
ffn_gate@19+ffn_up@19	null	0.078713	15.756871	0.020654	0.06901	0.89262	[ "blk.19.ffn_gate.weight", "blk.19.ffn_up.weight" ]	null	0.001324	-0.270427	0.000346	0.00024	-0.0006
attn_gate@2+attn_qkv@2	null	0.076919	15.418404	0.020403	0.06721	0.89264	[ "blk.2.attn_gate.weight", "blk.2.attn_qkv.weight" ]	null	-0.00047	-0.608894	0.000095	-0.00156	-0.00058
attn_output@2	null	0.081233	16.304817	0.020417	0.07037	0.89107	[ "blk.2.attn_output.weight" ]	null	0.003844	0.277519	0.000109	0.0016	-0.00215
ffn_down@2	null	0.07835	17.143002	0.020196	0.06833	0.89249	[ "blk.2.ffn_down.weight" ]	null	0.000961	1.115704	-0.000112	-0.00044	-0.00073
ffn_gate@2+ffn_up@2	null	0.079463	16.437449	0.02057	0.06751	0.89245	[ "blk.2.ffn_gate.weight", "blk.2.ffn_up.weight" ]	null	0.002074	0.410151	0.000262	-0.00126	-0.00077
attn_gate@20+attn_qkv@20	null	0.078013	16.41431	0.020515	0.06901	0.89238	[ "blk.20.attn_gate.weight", "blk.20.attn_qkv.weight" ]	null	0.000624	0.387012	0.000207	0.00024	-0.00084
attn_output@20	null	0.078139	15.972842	0.020672	0.06877	0.89216	[ "blk.20.attn_output.weight" ]	null	0.00075	-0.054456	0.000364	0	-0.00106
ffn_down@20	null	0.077788	15.882749	0.020564	0.0688	0.89254	[ "blk.20.ffn_down.weight" ]	null	0.000399	-0.144549	0.000256	0.00003	-0.00068
ffn_gate@20+ffn_up@20	null	0.078024	16.037527	0.020573	0.06894	0.893	[ "blk.20.ffn_gate.weight", "blk.20.ffn_up.weight" ]	null	0.000635	0.010229	0.000265	0.00017	-0.00022
attn_gate@21+attn_qkv@21	null	0.078357	16.045971	0.020413	0.06931	0.89194	[ "blk.21.attn_gate.weight", "blk.21.attn_qkv.weight" ]	null	0.000968	0.018673	0.000105	0.00054	-0.00128
attn_output@21	null	0.077904	15.768942	0.020443	0.06888	0.89201	[ "blk.21.attn_output.weight" ]	null	0.000515	-0.258356	0.000135	0.00011	-0.00121
ffn_down@21	null	0.077809	15.870769	0.020433	0.06876	0.89295	[ "blk.21.ffn_down.weight" ]	null	0.00042	-0.156529	0.000125	-0.00001	-0.00027
ffn_gate@21+ffn_up@21	null	0.078161	16.358116	0.020771	0.06886	0.89266	[ "blk.21.ffn_gate.weight", "blk.21.ffn_up.weight" ]	null	0.000772	0.330818	0.000463	0.00009	-0.00056
attn_gate@22+attn_qkv@22	null	0.077764	16.084568	0.020491	0.06864	0.89341	[ "blk.22.attn_gate.weight", "blk.22.attn_qkv.weight" ]	null	0.000375	0.05727	0.000183	-0.00013	0.00019
attn_output@22	null	0.077496	16.079729	0.02025	0.06852	0.89315	[ "blk.22.attn_output.weight" ]	null	0.000107	0.052431	-0.000058	-0.00025	-0.00007
ffn_down@22	null	0.077807	16.219042	0.020453	0.06891	0.89167	[ "blk.22.ffn_down.weight" ]	null	0.000418	0.191744	0.000145	0.00014	-0.00155
ffn_gate@22+ffn_up@22	null	0.078015	15.946676	0.020624	0.06892	0.89256	[ "blk.22.ffn_gate.weight", "blk.22.ffn_up.weight" ]	null	0.000626	-0.080622	0.000316	0.00015	-0.00066
attn_gate@23+attn_qkv@23	null	0.078478	16.126842	0.020621	0.06875	0.89228	[ "blk.23.attn_gate.weight", "blk.23.attn_qkv.weight" ]	null	0.001089	0.099544	0.000313	-0.00002	-0.00094
attn_output@23	null	0.077898	15.925176	0.020408	0.06909	0.89162	[ "blk.23.attn_output.weight" ]	null	0.000509	-0.102122	0.0001	0.00032	-0.0016
ffn_down@23	null	0.077688	15.915915	0.020354	0.0688	0.89298	[ "blk.23.ffn_down.weight" ]	null	0.000299	-0.111383	0.000046	0.00003	-0.00024
ffn_gate@23+ffn_up@23	null	0.0779	16.096617	0.020541	0.06886	0.89264	[ "blk.23.ffn_gate.weight", "blk.23.ffn_up.weight" ]	null	0.000511	0.069319	0.000233	0.00009	-0.00058
attn_gate@24+attn_qkv@24	null	0.077675	16.007278	0.020298	0.06889	0.89273	[ "blk.24.attn_gate.weight", "blk.24.attn_qkv.weight" ]	null	0.000286	-0.02002	-0.00001	0.00012	-0.00049
attn_output@24	null	0.077353	16.122923	0.020267	0.06859	0.89315	[ "blk.24.attn_output.weight" ]	null	-0.000036	0.095625	-0.000041	-0.00018	-0.00007
ffn_down@24	null	0.077562	16.119713	0.020348	0.06889	0.89296	[ "blk.24.ffn_down.weight" ]	null	0.000173	0.092415	0.00004	0.00012	-0.00026
ffn_gate@24+ffn_up@24	null	0.077758	15.955453	0.020399	0.06903	0.89308	[ "blk.24.ffn_gate.weight", "blk.24.ffn_up.weight" ]	null	0.000369	-0.071845	0.000091	0.00026	-0.00014
attn_gate@25+attn_qkv@25	null	0.077732	16.012989	0.020342	0.06905	0.8929	[ "blk.25.attn_gate.weight", "blk.25.attn_qkv.weight" ]	null	0.000343	-0.014309	0.000034	0.00028	-0.00032

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