Hugging Face's logo

mlx-community
/
OpenELM-450M

MLX
Safetensors
openelm
custom_code
Model card Files Community
OpenELM-450M
File size: 1,730 Bytes 
3036379
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
    "activation_fn_name": "swish",
    "architectures": [
        "OpenELMForCausalLM"
    ],
    "auto_map": {
        "AutoConfig": "configuration_openelm.OpenELMConfig",
        "AutoModelForCausalLM": "modeling_openelm.OpenELMForCausalLM"
    },
    "bos_token_id": 1,
    "eos_token_id": 2,
    "ffn_dim_divisor": 256,
    "ffn_multipliers": [
        0.5,
        0.68,
        0.87,
        1.05,
        1.24,
        1.42,
        1.61,
        1.79,
        1.97,
        2.16,
        2.34,
        2.53,
        2.71,
        2.89,
        3.08,
        3.26,
        3.45,
        3.63,
        3.82,
        4.0
    ],
    "ffn_with_glu": true,
    "head_dim": 64,
    "initializer_range": 0.02,
    "max_context_length": 2048,
    "model_dim": 1536,
    "model_type": "openelm",
    "normalization_layer_name": "rms_norm",
    "normalize_qk_projections": true,
    "num_gqa_groups": 4,
    "num_kv_heads": [
        3,
        3,
        3,
        4,
        4,
        4,
        4,
        4,
        4,
        4,
        5,
        5,
        5,
        5,
        5,
        5,
        6,
        6,
        6,
        6
    ],
    "num_query_heads": [
        12,
        12,
        12,
        16,
        16,
        16,
        16,
        16,
        16,
        16,
        20,
        20,
        20,
        20,
        20,
        20,
        24,
        24,
        24,
        24
    ],
    "num_transformer_layers": 20,
    "qkv_multipliers": [
        0.5,
        1.0
    ],
    "rope_freq_constant": 10000,
    "rope_max_length": 4096,
    "share_input_output_layers": true,
    "torch_dtype": "float32",
    "transformers_version": "4.39.3",
    "use_cache": true,
    "vocab_size": 32000
}