Hugging Face's logo

neuralmagic
/
Llama-2-7b-evolcodealpaca

Text Generation
Transformers
Safetensors
llama
code
text-generation-inference
Inference Endpoints
Model card Files Community
1
Llama-2-7b-evolcodealpaca
File size: 1,936 Bytes 
6483017
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
test_stage:
  obcq_modifiers:
    SmoothQuantModifier:
      smoothing_strength: 0.8
      mappings:
      - - - re:.*q_proj
          - re:.*k_proj
          - re:.*v_proj
        - re:.*input_layernorm
      - - - re:.*gate_proj
          - re:.*up_proj
        - re:.*post_attention_layernorm
      - - - re:.*down_proj
        - re:.*up_proj
    QuantizationModifier:
      ignore:
      - LlamaRotaryEmbedding
      - LlamaRMSNorm
      - SiLUActivation
      - model.layers.1.mlp.down_proj
      - model.layers.30.mlp.down_proj
      - model.layers.0.mlp.down_proj
      post_oneshot_calibration: true
      scheme_overrides:
        Linear:
          weights:
            num_bits: 8
            symmetric: true
            strategy: channel
        MatMulLeftInput_QK:
          input_activations:
            num_bits: 8
            symmetric: true
        Embedding:
          input_activations: null
          weights:
            num_bits: 8
            symmetric: false
    SparseGPTModifier:
      sparsity: 0.0
      block_size: 128
      sequential_update: false
      quantize: true
      percdamp: 0.01
      mask_structure: 0:0
      targets:
      - model.layers.0
      - model.layers.1
      - model.layers.2
      - model.layers.3
      - model.layers.4
      - model.layers.5
      - model.layers.6
      - model.layers.7
      - model.layers.8
      - model.layers.9
      - model.layers.10
      - model.layers.11
      - model.layers.12
      - model.layers.13
      - model.layers.14
      - model.layers.15
      - model.layers.16
      - model.layers.17
      - model.layers.18
      - model.layers.19
      - model.layers.20
      - model.layers.21
      - model.layers.22
      - model.layers.23
      - model.layers.24
      - model.layers.25
      - model.layers.26
      - model.layers.27
      - model.layers.28
      - model.layers.29
      - model.layers.30
      - model.layers.31
      - lm_head