Text Generation
Transformers
Safetensors
zamba2
Inference Endpoints
File size: 1,384 Bytes
7954737
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "add_bias_linear": false,
  "architectures": [
    "Zamba2ForCausalLM"
  ],
  "attention_dropout": 0.0,
  "bias_gelu_fusion": false,
  "bos_token_id": 1,
  "conv_dimension": 4,
  "eos_token_id": 2,
  "expansion_factor": 2,
  "ffn_hidden_size": 10240,
  "gated_linear_unit": true,
  "hidden_size": 2560,
  "initializer_range": 0.02,
  "kv_channels": 80,
  "layers_block_type": [
    "m",
    "m",
    "m",
    "m",
    "m",
    "m",
    "g",
    "m",
    "m",
    "m",
    "m",
    "m",
    "g",
    "m",
    "m",
    "m",
    "m",
    "m",
    "g",
    "m",
    "m",
    "m",
    "m",
    "m",
    "g",
    "m",
    "m",
    "m",
    "m",
    "m",
    "g",
    "m",
    "m",
    "m",
    "m",
    "m",
    "g",
    "m",
    "m",
    "m",
    "m",
    "m",
    "g",
    "m",
    "m",
    "m",
    "m",
    "g",
    "m",
    "m",
    "m",
    "g",
    "m",
    "m"
  ],
  "lora_rank": 128,
  "mamba_headdim": 64,
  "model_type": "zamba2",
  "num_attention_heads": 32,
  "num_hidden_layers": 54,
  "num_key_value_heads": 32,
  "num_logits_to_keep": 1,
  "num_query_groups": 32,
  "pad_token_id": 0,
  "rms_norm_eps": 1e-05,
  "sliding_window": null,
  "state_size": 64,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.43.0.dev0",
  "use_cache": true,
  "use_low_rank_mamba_proj": false,
  "use_mamba_kernels": true,
  "use_shared_block_lora": true,
  "vocab_size": 32000
}