Qwen3-Embedding-0.6B-GPTQ-Int8/quant_log.csv

1	layer,module,loss,samples,damp,time
2	0,self_attn.q_proj,0.0000000157,0.01000,0.453
3	0,self_attn.k_proj,0.0000000070,0.01000,0.218
4	0,self_attn.v_proj,0.0000000055,0.01000,0.220
5	0,self_attn.o_proj,0.0000000039,0.01000,0.433
6	0,mlp.gate_proj,0.0000001457,0.01000,0.216
7	0,mlp.up_proj,0.0000000745,0.01000,0.215
8	0,mlp.down_proj,0.0000000050,0.01000,0.652
9	1,self_attn.q_proj,0.0000000056,0.01000,0.286
10	1,self_attn.k_proj,0.0000000025,0.01000,0.217
11	1,self_attn.v_proj,0.0000000024,0.01000,0.217
12	1,self_attn.o_proj,0.0000000010,0.01000,0.434
13	1,mlp.gate_proj,0.0000008918,0.01000,0.216
14	1,mlp.up_proj,0.0000002667,0.01000,0.216
15	1,mlp.down_proj,0.0000000066,0.01000,0.659
16	2,self_attn.q_proj,0.0000000110,0.01000,0.255
17	2,self_attn.k_proj,0.0000000047,0.01000,0.219
18	2,self_attn.v_proj,0.0000000046,0.01000,0.218
19	2,self_attn.o_proj,0.0000000016,0.01000,0.435
20	2,mlp.gate_proj,0.0000006115,0.01000,0.219
21	2,mlp.up_proj,0.0000002231,0.01000,0.218
22	2,mlp.down_proj,0.0000078325,0.01000,0.661
23	3,self_attn.q_proj,0.0000000868,0.01000,0.260
24	3,self_attn.k_proj,0.0000000421,0.01000,0.220
25	3,self_attn.v_proj,0.0000000429,0.01000,0.219
26	3,self_attn.o_proj,0.0000000023,0.01000,0.442
27	3,mlp.gate_proj,0.0000008147,0.01000,0.218
28	3,mlp.up_proj,0.0000003186,0.01000,0.218
29	3,mlp.down_proj,0.0000000175,0.01000,0.701
30	4,self_attn.q_proj,0.0000000812,0.01000,0.263
31	4,self_attn.k_proj,0.0000000383,0.01000,0.217
32	4,self_attn.v_proj,0.0000000410,0.01000,0.219
33	4,self_attn.o_proj,0.0000000053,0.01000,0.437
34	4,mlp.gate_proj,0.0000007532,0.01000,0.219
35	4,mlp.up_proj,0.0000003315,0.01000,0.218
36	4,mlp.down_proj,0.0000000219,0.01000,0.659
37	5,self_attn.q_proj,0.0000001455,0.01000,0.262
38	5,self_attn.k_proj,0.0000000597,0.01000,0.223
39	5,self_attn.v_proj,0.0000000636,0.01000,0.226
40	5,self_attn.o_proj,0.0000000076,0.01000,0.452
41	5,mlp.gate_proj,0.0000005187,0.01000,0.223
42	5,mlp.up_proj,0.0000003102,0.01000,0.218
43	5,mlp.down_proj,0.0000000246,0.01000,0.664
44	6,self_attn.q_proj,0.0000000990,0.01000,0.257
45	6,self_attn.k_proj,0.0000000439,0.01000,0.222
46	6,self_attn.v_proj,0.0000000422,0.01000,0.218
47	6,self_attn.o_proj,0.0000000059,0.01000,0.438
48	6,mlp.gate_proj,0.0000006165,0.01000,0.216
49	6,mlp.up_proj,0.0000003886,0.01000,0.216
50	6,mlp.down_proj,0.0000000316,0.01000,0.661
51	7,self_attn.q_proj,0.0000001937,0.01000,0.282
52	7,self_attn.k_proj,0.0000000798,0.01000,0.249
53	7,self_attn.v_proj,0.0000000900,0.01000,0.246
54	7,self_attn.o_proj,0.0000000101,0.01000,0.490
55	7,mlp.gate_proj,0.0000007165,0.01000,0.243
56	7,mlp.up_proj,0.0000004434,0.01000,0.243
57	7,mlp.down_proj,0.0000000395,0.01000,0.700
58	8,self_attn.q_proj,0.0000002418,0.01000,0.257
59	8,self_attn.k_proj,0.0000001092,0.01000,0.221
60	8,self_attn.v_proj,0.0000001022,0.01000,0.217
61	8,self_attn.o_proj,0.0000000103,0.01000,0.435
62	8,mlp.gate_proj,0.0000007137,0.01000,0.218
63	8,mlp.up_proj,0.0000004578,0.01000,0.216
64	8,mlp.down_proj,0.0000000417,0.01000,0.659
65	9,self_attn.q_proj,0.0000004561,0.01000,0.291
66	9,self_attn.k_proj,0.0000001857,0.01000,0.219
67	9,self_attn.v_proj,0.0000001929,0.01000,0.221
68	9,self_attn.o_proj,0.0000000167,0.01000,0.439
69	9,mlp.gate_proj,0.0000007954,0.01000,0.220
70	9,mlp.up_proj,0.0000004992,0.01000,0.218
71	9,mlp.down_proj,0.0000000556,0.01000,0.661
72	10,self_attn.q_proj,0.0000003840,0.01000,0.289
73	10,self_attn.k_proj,0.0000001600,0.01000,0.220
74	10,self_attn.v_proj,0.0000001638,0.01000,0.220
75	10,self_attn.o_proj,0.0000000157,0.01000,0.446
76	10,mlp.gate_proj,0.0000008065,0.01000,0.221
77	10,mlp.up_proj,0.0000005084,0.01000,0.222
78	10,mlp.down_proj,0.0000000788,0.01000,0.671
79	11,self_attn.q_proj,0.0000008024,0.01000,0.283
80	11,self_attn.k_proj,0.0000003071,0.01000,0.239
81	11,self_attn.v_proj,0.0000002804,0.01000,0.220
82	11,self_attn.o_proj,0.0000000493,0.01000,0.443
83	11,mlp.gate_proj,0.0000006262,0.01000,0.220
84	11,mlp.up_proj,0.0000004808,0.01000,0.220
85	11,mlp.down_proj,0.0000000880,0.01000,0.668
86	12,self_attn.q_proj,0.0000007135,0.01000,0.266
87	12,self_attn.k_proj,0.0000002560,0.01000,0.218
88	12,self_attn.v_proj,0.0000002706,0.01000,0.215
89	12,self_attn.o_proj,0.0000000163,0.01000,0.443
90	12,mlp.gate_proj,0.0000005636,0.01000,0.215
91	12,mlp.up_proj,0.0000004659,0.01000,0.216
92	12,mlp.down_proj,0.0000000890,0.01000,0.659
93	13,self_attn.q_proj,0.0000007450,0.01000,0.255
94	13,self_attn.k_proj,0.0000002548,0.01000,0.215
95	13,self_attn.v_proj,0.0000002986,0.01000,0.215
96	13,self_attn.o_proj,0.0000000196,0.01000,0.432
97	13,mlp.gate_proj,0.0000006345,0.01000,0.214
98	13,mlp.up_proj,0.0000005136,0.01000,0.218
99	13,mlp.down_proj,0.0000000943,0.01000,0.656
100	14,self_attn.q_proj,0.0000010099,0.01000,0.258
101	14,self_attn.k_proj,0.0000003666,0.01000,0.215
102	14,self_attn.v_proj,0.0000003883,0.01000,0.215
103	14,self_attn.o_proj,0.0000000272,0.01000,0.435
104	14,mlp.gate_proj,0.0000006731,0.01000,0.215
105	14,mlp.up_proj,0.0000005531,0.01000,0.217
106	14,mlp.down_proj,0.0000001202,0.01000,0.653
107	15,self_attn.q_proj,0.0000019066,0.01000,0.286
108	15,self_attn.k_proj,0.0000005995,0.01000,0.218
109	15,self_attn.v_proj,0.0000007671,0.01000,0.215
110	15,self_attn.o_proj,0.0000000275,0.01000,0.434
111	15,mlp.gate_proj,0.0000007228,0.01000,0.215
112	15,mlp.up_proj,0.0000006042,0.01000,0.215
113	15,mlp.down_proj,0.0000001389,0.01000,0.656
114	16,self_attn.q_proj,0.0000023607,0.01000,0.288
115	16,self_attn.k_proj,0.0000008254,0.01000,0.216
116	16,self_attn.v_proj,0.0000007666,0.01000,0.215
117	16,self_attn.o_proj,0.0000000499,0.01000,0.436
118	16,mlp.gate_proj,0.0000007419,0.01000,0.213
119	16,mlp.up_proj,0.0000006750,0.01000,0.215
120	16,mlp.down_proj,0.0000002760,0.01000,0.653
121	17,self_attn.q_proj,0.0000051417,0.01000,0.286
122	17,self_attn.k_proj,0.0000016262,0.01000,0.216
123	17,self_attn.v_proj,0.0000019666,0.01000,0.215
124	17,self_attn.o_proj,0.0000001240,0.01000,0.433
125	17,mlp.gate_proj,0.0000010348,0.01000,0.216
126	17,mlp.up_proj,0.0000009428,0.01000,0.213
127	17,mlp.down_proj,0.0000003055,0.01000,0.656
128	18,self_attn.q_proj,0.0000046798,0.01000,0.266
129	18,self_attn.k_proj,0.0000014684,0.01000,0.216
130	18,self_attn.v_proj,0.0000017435,0.01000,0.216
131	18,self_attn.o_proj,0.0000000528,0.01000,0.432
132	18,mlp.gate_proj,0.0000011800,0.01000,0.214
133	18,mlp.up_proj,0.0000010920,0.01000,0.213
134	18,mlp.down_proj,0.0000005320,0.01000,0.651
135	19,self_attn.q_proj,0.0000081104,0.01000,0.262
136	19,self_attn.k_proj,0.0000023922,0.01000,0.216
137	19,self_attn.v_proj,0.0000029877,0.01000,0.215
138	19,self_attn.o_proj,0.0000001101,0.01000,0.433
139	19,mlp.gate_proj,0.0000012617,0.01000,0.214
140	19,mlp.up_proj,0.0000013705,0.01000,0.214
141	19,mlp.down_proj,0.0000010956,0.01000,0.654
142	20,self_attn.q_proj,0.0000104670,0.01000,0.278
143	20,self_attn.k_proj,0.0000034022,0.01000,0.243
144	20,self_attn.v_proj,0.0000042421,0.01000,0.243
145	20,self_attn.o_proj,0.0000001907,0.01000,0.493
146	20,mlp.gate_proj,0.0000013812,0.01000,0.242
147	20,mlp.up_proj,0.0000015767,0.01000,0.242
148	20,mlp.down_proj,0.0000016353,0.01000,0.748
149	21,self_attn.q_proj,0.0000185475,0.01000,0.276
150	21,self_attn.k_proj,0.0000059908,0.01000,0.242
151	21,self_attn.v_proj,0.0000075683,0.01000,0.242
152	21,self_attn.o_proj,0.0000003463,0.01000,0.487
153	21,mlp.gate_proj,0.0000014603,0.01000,0.239
154	21,mlp.up_proj,0.0000018684,0.01000,0.239
155	21,mlp.down_proj,0.0000023298,0.01000,0.744
156	22,self_attn.q_proj,0.0000192655,0.01000,0.280
157	22,self_attn.k_proj,0.0000066621,0.01000,0.248
158	22,self_attn.v_proj,0.0000090980,0.01000,0.250
159	22,self_attn.o_proj,0.0000002642,0.01000,0.503
160	22,mlp.gate_proj,0.0000016697,0.01000,0.243
161	22,mlp.up_proj,0.0000021728,0.01000,0.240
162	22,mlp.down_proj,0.0000026377,0.01000,0.750
163	23,self_attn.q_proj,0.0000223355,0.01000,0.282
164	23,self_attn.k_proj,0.0000091246,0.01000,0.251
165	23,self_attn.v_proj,0.0000111566,0.01000,0.250
166	23,self_attn.o_proj,0.0000002412,0.01000,0.487
167	23,mlp.gate_proj,0.0000018961,0.01000,0.243
168	23,mlp.up_proj,0.0000025225,0.01000,0.239
169	23,mlp.down_proj,0.0000023748,0.01000,0.733
170	24,self_attn.q_proj,0.0000478594,0.01000,0.277
171	24,self_attn.k_proj,0.0000162195,0.01000,0.244
172	24,self_attn.v_proj,0.0000187105,0.01000,0.244
173	24,self_attn.o_proj,0.0000003140,0.01000,0.490
174	24,mlp.gate_proj,0.0000018491,0.01000,0.242
175	24,mlp.up_proj,0.0000025646,0.01000,0.241
176	24,mlp.down_proj,0.0000022875,0.01000,0.743
177	25,self_attn.q_proj,0.0000736474,0.01000,0.261
178	25,self_attn.k_proj,0.0000219495,0.01000,0.218
179	25,self_attn.v_proj,0.0000348672,0.01000,0.220
180	25,self_attn.o_proj,0.0000005398,0.01000,0.441
181	25,mlp.gate_proj,0.0000018458,0.01000,0.217
182	25,mlp.up_proj,0.0000026985,0.01000,0.217
183	25,mlp.down_proj,0.0000027734,0.01000,0.647
184	26,self_attn.q_proj,0.0000973767,0.01000,0.251
185	26,self_attn.k_proj,0.0000243580,0.01000,0.241
186	26,self_attn.v_proj,0.0000364561,0.01000,0.243
187	26,self_attn.o_proj,0.0000044389,0.01000,0.485
188	26,mlp.gate_proj,0.0000018377,0.01000,0.240
189	26,mlp.up_proj,0.0000026512,0.01000,0.246
190	26,mlp.down_proj,0.0000062773,0.01000,0.744
191	27,self_attn.q_proj,0.0000334389,0.01000,0.290
192	27,self_attn.k_proj,0.0000149378,0.01000,0.243
193	27,self_attn.v_proj,0.0000184760,0.01000,0.243
194	27,self_attn.o_proj,0.0000022290,0.01000,0.489
195	27,mlp.gate_proj,0.0000068754,0.01000,0.242
196	27,mlp.up_proj,0.0000081715,0.01000,0.240
197	27,mlp.down_proj,0.0000067090,0.01000,0.735