Hugging Face's logo

neuralmagic-ent
/
Phi-3-mini-128k-instruct-quantized.w4a16

Text Generation
Safetensors
English
phi3
conversational
custom_code
compressed-tensors
Model card Files Community
Phi-3-mini-128k-instruct-quantized.w4a16
File size: 4,377 Bytes 
e96042e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
 
{
  "_name_or_path": "/home/abhinav/.cache/huggingface/hub/models--microsoft--Phi-3-mini-128k-instruct/snapshots/d548c233192db00165d842bf8edff054bb3212f8",
  "architectures": [
    "Phi3ForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "auto_map": {
    "AutoConfig": "configuration_phi3.Phi3Config",
    "AutoModelForCausalLM": "modeling_phi3.Phi3ForCausalLM"
  },
  "bos_token_id": 1,
  "embd_pdrop": 0.0,
  "eos_token_id": 32000,
  "hidden_act": "silu",
  "hidden_size": 3072,
  "initializer_range": 0.02,
  "intermediate_size": 8192,
  "max_position_embeddings": 131072,
  "model_type": "phi3",
  "num_attention_heads": 32,
  "num_hidden_layers": 32,
  "num_key_value_heads": 32,
  "original_max_position_embeddings": 4096,
  "pad_token_id": 32000,
  "resid_pdrop": 0.0,
  "rms_norm_eps": 1e-05,
  "rope_scaling": {
    "long_factor": [
      1.0700000524520874,
      1.1200000047683716,
      1.149999976158142,
      1.4199999570846558,
      1.5699999332427979,
      1.7999999523162842,
      2.129999876022339,
      2.129999876022339,
      3.009999990463257,
      5.910000324249268,
      6.950000286102295,
      9.070000648498535,
      9.930000305175781,
      10.710000038146973,
      11.130000114440918,
      14.609999656677246,
      15.409998893737793,
      19.809999465942383,
      37.279998779296875,
      38.279998779296875,
      38.599998474121094,
      40.12000274658203,
      46.20000457763672,
      50.940006256103516,
      53.66000747680664,
      54.9373893737793,
      56.89738845825195,
      57.28738784790039,
      59.98738479614258,
      60.86738586425781,
      60.887386322021484,
      61.71739196777344,
      62.91739273071289,
      62.957393646240234,
      63.41739273071289,
      63.8173942565918,
      63.83739471435547,
      63.897396087646484,
      63.93739700317383,
      64.06739807128906,
      64.11434936523438,
      64.12435150146484,
      64.15435028076172,
      64.19435119628906,
      64.24435424804688,
      64.57435607910156,
      64.69000244140625,
      64.76000213623047
    ],
    "short_factor": [
      1.1,
      1.1,
      1.1,
      1.3000000000000003,
      1.3500000000000003,
      1.3500000000000003,
      1.4000000000000004,
      1.5500000000000005,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.000000000000001,
      2.0500000000000007,
      2.0500000000000007,
      2.0500000000000007,
      2.0500000000000007,
      2.0500000000000007,
      2.0500000000000007,
      2.1000000000000005,
      2.1000000000000005,
      2.1500000000000004,
      2.25,
      2.25,
      2.25,
      2.25,
      2.25,
      2.3999999999999995,
      2.4499999999999993,
      2.499999999999999,
      2.6999999999999984,
      2.6999999999999984,
      2.7499999999999982,
      2.799999999999998,
      2.8999999999999977,
      3.049999999999997
    ],
    "type": "longrope"
  },
  "rope_theta": 10000.0,
  "sliding_window": 262144,
  "tie_word_embeddings": false,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.43.3",
  "use_cache": true,
  "vocab_size": 32064,
  "quantization_config": {
    "config_groups": {
      "group_0": {
        "input_activations": null,
        "output_activations": null,
        "targets": [
          "Linear"
        ],
        "weights": {
          "block_structure": null,
          "dynamic": false,
          "group_size": 128,
          "num_bits": 4,
          "observer": "minmax",
          "observer_kwargs": {},
          "strategy": "group",
          "symmetric": true,
          "type": "int"
        }
      }
    },
    "format": "pack-quantized",
    "global_compression_ratio": 1.4203222504941144,
    "ignore": [
      "lm_head"
    ],
    "kv_cache_scheme": null,
    "quant_method": "compressed-tensors",
    "quantization_status": "frozen",
    "sparsity_config": {
      "format": "dense",
      "global_sparsity": 0.15005534813239688,
      "registry_requires_subclass": false,
      "sparsity_structure": "unstructured"
    }
  }
}