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moondream
:latest
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1 year ago
moondream2 is a small vision language model designed to run efficiently on edge devices.
moondream2 is a small vision language model designed to run efficiently on edge devices.
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vision
1.8b
moondream:latest
...
/
model
e554c6b9de01 · 829MB
Metadata
general.architecture
phi2
phi2
general.file_type
Q4_0
Q4_0
phi2.attention.head_count
32
32
phi2.attention.head_count_kv
32
32
phi2.attention.layer_norm_epsilon
1e-05
1e-05
phi2.block_count
24
24
phi2.context_length
2048
2048
phi2.embedding_length
2048
2048
phi2.feed_forward_length
8192
8192
phi2.rope.dimension_count
32
32
tokenizer.ggml.add_bos_token
false
false
tokenizer.ggml.bos_token_id
50256
50256
tokenizer.ggml.eos_token_id
50256
50256
tokenizer.ggml.merges
[Ġ t, Ġ a, h e, i n, r e, ...]
[Ġ t, Ġ a, h e, i n, r e, ...]
tokenizer.ggml.model
gpt2
gpt2
tokenizer.ggml.token_type
[1, 1, 1, 1, 1, ...]
[1, 1, 1, 1, 1, ...]
tokenizer.ggml.tokens
[!, ", #, $, %, ...]
[!, ", #, $, %, ...]
tokenizer.ggml.unknown_token_id
50256
50256
Tensor
Name
Type
Shape
token_embd.weight
Q4_0
Q4_0
[2048, 51200]
blk.0
blk.0.attn_norm.bias
F32
F32
[2048]
blk.0.attn_norm.weight
F32
F32
[2048]
blk.0.attn_output.bias
F32
F32
[2048]
blk.0.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.0.attn_qkv.bias
F32
F32
[6144]
blk.0.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.0.ffn_down.bias
F32
F32
[2048]
blk.0.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.0.ffn_up.bias
F32
F32
[8192]
blk.0.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.1
blk.1.attn_norm.bias
F32
F32
[2048]
blk.1.attn_norm.weight
F32
F32
[2048]
blk.1.attn_output.bias
F32
F32
[2048]
blk.1.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.1.attn_qkv.bias
F32
F32
[6144]
blk.1.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.1.ffn_down.bias
F32
F32
[2048]
blk.1.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.1.ffn_up.bias
F32
F32
[8192]
blk.1.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.2
blk.2.attn_norm.bias
F32
F32
[2048]
blk.2.attn_norm.weight
F32
F32
[2048]
blk.2.attn_output.bias
F32
F32
[2048]
blk.2.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.2.attn_qkv.bias
F32
F32
[6144]
blk.2.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.2.ffn_down.bias
F32
F32
[2048]
blk.2.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.2.ffn_up.bias
F32
F32
[8192]
blk.2.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.3
blk.3.attn_norm.bias
F32
F32
[2048]
blk.3.attn_norm.weight
F32
F32
[2048]
blk.3.attn_output.bias
F32
F32
[2048]
blk.3.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.3.attn_qkv.bias
F32
F32
[6144]
blk.3.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.3.ffn_down.bias
F32
F32
[2048]
blk.3.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.3.ffn_up.bias
F32
F32
[8192]
blk.3.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.4
blk.4.attn_norm.bias
F32
F32
[2048]
blk.4.attn_norm.weight
F32
F32
[2048]
blk.4.attn_output.bias
F32
F32
[2048]
blk.4.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.4.attn_qkv.bias
F32
F32
[6144]
blk.4.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.4.ffn_down.bias
F32
F32
[2048]
blk.4.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.4.ffn_up.bias
F32
F32
[8192]
blk.4.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.5
blk.5.attn_norm.bias
F32
F32
[2048]
blk.5.attn_norm.weight
F32
F32
[2048]
blk.5.attn_output.bias
F32
F32
[2048]
blk.5.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.5.attn_qkv.bias
F32
F32
[6144]
blk.5.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.5.ffn_down.bias
F32
F32
[2048]
blk.5.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.5.ffn_up.bias
F32
F32
[8192]
blk.5.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.6
blk.6.attn_norm.bias
F32
F32
[2048]
blk.6.attn_norm.weight
F32
F32
[2048]
blk.6.attn_output.bias
F32
F32
[2048]
blk.6.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.6.attn_qkv.bias
F32
F32
[6144]
blk.6.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.6.ffn_down.bias
F32
F32
[2048]
blk.6.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.6.ffn_up.bias
F32
F32
[8192]
blk.6.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.7
blk.7.attn_norm.bias
F32
F32
[2048]
blk.7.attn_norm.weight
F32
F32
[2048]
blk.7.attn_output.bias
F32
F32
[2048]
blk.7.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.7.attn_qkv.bias
F32
F32
[6144]
blk.7.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.7.ffn_down.bias
F32
F32
[2048]
blk.7.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.7.ffn_up.bias
F32
F32
[8192]
blk.7.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.8
blk.8.attn_norm.bias
F32
F32
[2048]
blk.8.attn_norm.weight
F32
F32
[2048]
blk.8.attn_output.bias
F32
F32
[2048]
blk.8.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.8.attn_qkv.bias
F32
F32
[6144]
blk.8.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.8.ffn_down.bias
F32
F32
[2048]
blk.8.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.8.ffn_up.bias
F32
F32
[8192]
blk.8.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.9
blk.9.attn_norm.bias
F32
F32
[2048]
blk.9.attn_norm.weight
F32
F32
[2048]
blk.9.attn_output.bias
F32
F32
[2048]
blk.9.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.9.attn_qkv.bias
F32
F32
[6144]
blk.9.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.9.ffn_down.bias
F32
F32
[2048]
blk.9.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.9.ffn_up.bias
F32
F32
[8192]
blk.9.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.10
blk.10.attn_norm.bias
F32
F32
[2048]
blk.10.attn_norm.weight
F32
F32
[2048]
blk.10.attn_output.bias
F32
F32
[2048]
blk.10.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.10.attn_qkv.bias
F32
F32
[6144]
blk.10.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.10.ffn_down.bias
F32
F32
[2048]
blk.10.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.10.ffn_up.bias
F32
F32
[8192]
blk.10.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.11
blk.11.attn_norm.bias
F32
F32
[2048]
blk.11.attn_norm.weight
F32
F32
[2048]
blk.11.attn_output.bias
F32
F32
[2048]
blk.11.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.11.attn_qkv.bias
F32
F32
[6144]
blk.11.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.11.ffn_down.bias
F32
F32
[2048]
blk.11.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.11.ffn_up.bias
F32
F32
[8192]
blk.11.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.12
blk.12.attn_norm.bias
F32
F32
[2048]
blk.12.attn_norm.weight
F32
F32
[2048]
blk.12.attn_output.bias
F32
F32
[2048]
blk.12.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.12.attn_qkv.bias
F32
F32
[6144]
blk.12.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.12.ffn_down.bias
F32
F32
[2048]
blk.12.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.12.ffn_up.bias
F32
F32
[8192]
blk.12.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.13
blk.13.attn_norm.bias
F32
F32
[2048]
blk.13.attn_norm.weight
F32
F32
[2048]
blk.13.attn_output.bias
F32
F32
[2048]
blk.13.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.13.attn_qkv.bias
F32
F32
[6144]
blk.13.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.13.ffn_down.bias
F32
F32
[2048]
blk.13.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.13.ffn_up.bias
F32
F32
[8192]
blk.13.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.14
blk.14.attn_norm.bias
F32
F32
[2048]
blk.14.attn_norm.weight
F32
F32
[2048]
blk.14.attn_output.bias
F32
F32
[2048]
blk.14.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.14.attn_qkv.bias
F32
F32
[6144]
blk.14.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.14.ffn_down.bias
F32
F32
[2048]
blk.14.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.14.ffn_up.bias
F32
F32
[8192]
blk.14.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.15
blk.15.attn_norm.bias
F32
F32
[2048]
blk.15.attn_norm.weight
F32
F32
[2048]
blk.15.attn_output.bias
F32
F32
[2048]
blk.15.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.15.attn_qkv.bias
F32
F32
[6144]
blk.15.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.15.ffn_down.bias
F32
F32
[2048]
blk.15.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.15.ffn_up.bias
F32
F32
[8192]
blk.15.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.16
blk.16.attn_norm.bias
F32
F32
[2048]
blk.16.attn_norm.weight
F32
F32
[2048]
blk.16.attn_output.bias
F32
F32
[2048]
blk.16.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.16.attn_qkv.bias
F32
F32
[6144]
blk.16.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.16.ffn_down.bias
F32
F32
[2048]
blk.16.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.16.ffn_up.bias
F32
F32
[8192]
blk.16.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.17
blk.17.attn_norm.bias
F32
F32
[2048]
blk.17.attn_norm.weight
F32
F32
[2048]
blk.17.attn_output.bias
F32
F32
[2048]
blk.17.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.17.attn_qkv.bias
F32
F32
[6144]
blk.17.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.17.ffn_down.bias
F32
F32
[2048]
blk.17.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.17.ffn_up.bias
F32
F32
[8192]
blk.17.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.18
blk.18.attn_norm.bias
F32
F32
[2048]
blk.18.attn_norm.weight
F32
F32
[2048]
blk.18.attn_output.bias
F32
F32
[2048]
blk.18.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.18.attn_qkv.bias
F32
F32
[6144]
blk.18.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.18.ffn_down.bias
F32
F32
[2048]
blk.18.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.18.ffn_up.bias
F32
F32
[8192]
blk.18.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.19
blk.19.attn_norm.bias
F32
F32
[2048]
blk.19.attn_norm.weight
F32
F32
[2048]
blk.19.attn_output.bias
F32
F32
[2048]
blk.19.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.19.attn_qkv.bias
F32
F32
[6144]
blk.19.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.19.ffn_down.bias
F32
F32
[2048]
blk.19.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.19.ffn_up.bias
F32
F32
[8192]
blk.19.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.20
blk.20.attn_norm.bias
F32
F32
[2048]
blk.20.attn_norm.weight
F32
F32
[2048]
blk.20.attn_output.bias
F32
F32
[2048]
blk.20.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.20.attn_qkv.bias
F32
F32
[6144]
blk.20.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.20.ffn_down.bias
F32
F32
[2048]
blk.20.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.20.ffn_up.bias
F32
F32
[8192]
blk.20.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.21
blk.21.attn_norm.bias
F32
F32
[2048]
blk.21.attn_norm.weight
F32
F32
[2048]
blk.21.attn_output.bias
F32
F32
[2048]
blk.21.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.21.attn_qkv.bias
F32
F32
[6144]
blk.21.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.21.ffn_down.bias
F32
F32
[2048]
blk.21.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.21.ffn_up.bias
F32
F32
[8192]
blk.21.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.22
blk.22.attn_norm.bias
F32
F32
[2048]
blk.22.attn_norm.weight
F32
F32
[2048]
blk.22.attn_output.bias
F32
F32
[2048]
blk.22.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.22.attn_qkv.bias
F32
F32
[6144]
blk.22.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.22.ffn_down.bias
F32
F32
[2048]
blk.22.ffn_down.weight
Q4_0
Q4_0
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blk.22.ffn_up.bias
F32
F32
[8192]
blk.22.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
blk.23
blk.23.attn_norm.bias
F32
F32
[2048]
blk.23.attn_norm.weight
F32
F32
[2048]
blk.23.attn_output.bias
F32
F32
[2048]
blk.23.attn_output.weight
Q4_0
Q4_0
[2048, 2048]
blk.23.attn_qkv.bias
F32
F32
[6144]
blk.23.attn_qkv.weight
Q4_0
Q4_0
[2048, 6144]
blk.23.ffn_down.bias
F32
F32
[2048]
blk.23.ffn_down.weight
Q4_0
Q4_0
[8192, 2048]
blk.23.ffn_up.bias
F32
F32
[8192]
blk.23.ffn_up.weight
Q4_0
Q4_0
[2048, 8192]
output.bias
F32
F32
[51200]
output.weight
Q6_K
Q6_K
[2048, 51200]
output_norm.bias
F32
F32
[2048]
output_norm.weight
F32
F32
[2048]