Hugging Face's logo

SvalTek
/
ColdBrew-Calypso

Safetensors
llama
Merge
mergekit
lazymergekit
SvalTek/ColdBrew-Aphid
Model card Files Community
ColdBrew-Calypso
File size: 1,940 Bytes 
ba23a1c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
 

const_tag:
  - &SFU 0.7071067812  # Upper scaling factor (1/sqrt(2))
  - &SFL 0.85          # Lower scaling factor
  - &SFMLP 0.8         # MLP scaling factor

attenuate-env-lower: &attenuated_env_lower
  parameters:
    scale:
      - filter: q_proj
        value: *SFL
      - filter: k_proj
        value: *SFL
      - filter: v_proj
        value: *SFL
      - filter: o_proj
        value: *SFL
      - filter: gate_proj
        value: *SFMLP
      - filter: up_proj
        value: *SFMLP
      - filter: down_proj
        value: *SFMLP

attenuate-env-upper: &attenuated_env_upper
  parameters:
    scale:
      - filter: q_proj
        value: *SFU
      - filter: k_proj
        value: *SFU
      - filter: v_proj
        value: *SFU
      - filter: o_proj
        value: *SFU
      - filter: gate_proj
        value: *SFMLP
      - filter: up_proj
        value: *SFMLP
      - filter: down_proj
        value: *SFMLP

slices:
  # Preserve input layers
  - sources:
      - model: SvalTek/ColdBrew-Aphid
        layer_range: [0, 12]

  # Early Expansion (Duplicate Twice)
  - sources:
      - model: SvalTek/ColdBrew-Aphid
        layer_range: [13, 15]
  - sources:
      - model: SvalTek/ColdBrew-Aphid
        layer_range: [13, 15]
        <<: *attenuated_env_lower
  - sources:
      - model: SvalTek/ColdBrew-Aphid
        layer_range: [13, 15]
        <<: *attenuated_env_lower

  # Late Expansion (Duplicate Twice)
  - sources:
      - model: SvalTek/ColdBrew-Aphid
        layer_range: [15, 18]
  - sources:
      - model: SvalTek/ColdBrew-Aphid
        layer_range: [15, 18]
        <<: *attenuated_env_upper
  - sources:
      - model: SvalTek/ColdBrew-Aphid
        layer_range: [15, 18]
        <<: *attenuated_env_upper

  # Preserve output layers
  - sources:
      - model: SvalTek/ColdBrew-Aphid
        layer_range: [19, 27]

merge_method: passthrough
dtype: bfloat16
parameters:
  normalize: true
  int8_mask: true