moondream

moondream2 is a small vision language model designed to run efficiently on edge devices.

vision 1.8b

82.1K Pulls Updated 6 months ago

18 Tags

moondream:1.8b-v2-q4_0 ... /

model

e554c6b9de01 · 829MB

Metadata

general.architecture

phi2
general.file_type

2
general.name

moondream2
general.quantization_version

2
phi2.attention.head_count

32
phi2.attention.head_count_kv

32
phi2.attention.layer_norm_epsilon

1e-05
phi2.block_count

24
phi2.context_length

2048
phi2.embedding_length

2048
phi2.feed_forward_length

8192
phi2.rope.dimension_count

32
tokenizer.ggml.add_bos_token

false
tokenizer.ggml.bos_token_id

50256
tokenizer.ggml.eos_token_id

50256
tokenizer.ggml.merges

[Ġ t, Ġ a, h e, i n, r e, ...]
tokenizer.ggml.model

gpt2
tokenizer.ggml.token_type

[1, 1, 1, 1, 1, ...]
tokenizer.ggml.tokens

[!, ", #, $, %, ...]
tokenizer.ggml.unknown_token_id

50256

Tensor

Name

Type

Shape
token_embd.weight

Q4_0

[2048, 51200]

blk.0

blk.0.attn_norm.bias

F32

[2048]
blk.0.attn_norm.weight

F32

[2048]
blk.0.attn_output.bias

F32

[2048]
blk.0.attn_output.weight

Q4_0

[2048, 2048]
blk.0.attn_qkv.bias

F32

[6144]
blk.0.attn_qkv.weight

Q4_0

[2048, 6144]
blk.0.ffn_down.bias

F32

[2048]
blk.0.ffn_down.weight

Q4_0

[8192, 2048]
blk.0.ffn_up.bias

F32

[8192]
blk.0.ffn_up.weight

Q4_0

[2048, 8192]

blk.1

blk.1.attn_norm.bias

F32

[2048]
blk.1.attn_norm.weight

F32

[2048]
blk.1.attn_output.bias

F32

[2048]
blk.1.attn_output.weight

Q4_0

[2048, 2048]
blk.1.attn_qkv.bias

F32

[6144]
blk.1.attn_qkv.weight

Q4_0

[2048, 6144]
blk.1.ffn_down.bias

F32

[2048]
blk.1.ffn_down.weight

Q4_0

[8192, 2048]
blk.1.ffn_up.bias

F32

[8192]
blk.1.ffn_up.weight

Q4_0

[2048, 8192]

blk.2

blk.2.attn_norm.bias

F32

[2048]
blk.2.attn_norm.weight

F32

[2048]
blk.2.attn_output.bias

F32

[2048]
blk.2.attn_output.weight

Q4_0

[2048, 2048]
blk.2.attn_qkv.bias

F32

[6144]
blk.2.attn_qkv.weight

Q4_0

[2048, 6144]
blk.2.ffn_down.bias

F32

[2048]
blk.2.ffn_down.weight

Q4_0

[8192, 2048]
blk.2.ffn_up.bias

F32

[8192]
blk.2.ffn_up.weight

Q4_0

[2048, 8192]

blk.3

blk.3.attn_norm.bias

F32

[2048]
blk.3.attn_norm.weight

F32

[2048]
blk.3.attn_output.bias

F32

[2048]
blk.3.attn_output.weight

Q4_0

[2048, 2048]
blk.3.attn_qkv.bias

F32

[6144]
blk.3.attn_qkv.weight

Q4_0

[2048, 6144]
blk.3.ffn_down.bias

F32

[2048]
blk.3.ffn_down.weight

Q4_0

[8192, 2048]
blk.3.ffn_up.bias

F32

[8192]
blk.3.ffn_up.weight

Q4_0

[2048, 8192]

blk.4

blk.4.attn_norm.bias

F32

[2048]
blk.4.attn_norm.weight

F32

[2048]
blk.4.attn_output.bias

F32

[2048]
blk.4.attn_output.weight

Q4_0

[2048, 2048]
blk.4.attn_qkv.bias

F32

[6144]
blk.4.attn_qkv.weight

Q4_0

[2048, 6144]
blk.4.ffn_down.bias

F32

[2048]
blk.4.ffn_down.weight

Q4_0

[8192, 2048]
blk.4.ffn_up.bias

F32

[8192]
blk.4.ffn_up.weight

Q4_0

[2048, 8192]

blk.5

blk.5.attn_norm.bias

F32

[2048]
blk.5.attn_norm.weight

F32

[2048]
blk.5.attn_output.bias

F32

[2048]
blk.5.attn_output.weight

Q4_0

[2048, 2048]
blk.5.attn_qkv.bias

F32

[6144]
blk.5.attn_qkv.weight

Q4_0

[2048, 6144]
blk.5.ffn_down.bias

F32

[2048]
blk.5.ffn_down.weight

Q4_0

[8192, 2048]
blk.5.ffn_up.bias

F32

[8192]
blk.5.ffn_up.weight

Q4_0

[2048, 8192]

blk.6

blk.6.attn_norm.bias

F32

[2048]
blk.6.attn_norm.weight

F32

[2048]
blk.6.attn_output.bias

F32

[2048]
blk.6.attn_output.weight

Q4_0

[2048, 2048]
blk.6.attn_qkv.bias

F32

[6144]
blk.6.attn_qkv.weight

Q4_0

[2048, 6144]
blk.6.ffn_down.bias

F32

[2048]
blk.6.ffn_down.weight

Q4_0

[8192, 2048]
blk.6.ffn_up.bias

F32

[8192]
blk.6.ffn_up.weight

Q4_0

[2048, 8192]

blk.7

blk.7.attn_norm.bias

F32

[2048]
blk.7.attn_norm.weight

F32

[2048]
blk.7.attn_output.bias

F32

[2048]
blk.7.attn_output.weight

Q4_0

[2048, 2048]
blk.7.attn_qkv.bias

F32

[6144]
blk.7.attn_qkv.weight

Q4_0

[2048, 6144]
blk.7.ffn_down.bias

F32

[2048]
blk.7.ffn_down.weight

Q4_0

[8192, 2048]
blk.7.ffn_up.bias

F32

[8192]
blk.7.ffn_up.weight

Q4_0

[2048, 8192]

blk.8

blk.8.attn_norm.bias

F32

[2048]
blk.8.attn_norm.weight

F32

[2048]
blk.8.attn_output.bias

F32

[2048]
blk.8.attn_output.weight

Q4_0

[2048, 2048]
blk.8.attn_qkv.bias

F32

[6144]
blk.8.attn_qkv.weight

Q4_0

[2048, 6144]
blk.8.ffn_down.bias

F32

[2048]
blk.8.ffn_down.weight

Q4_0

[8192, 2048]
blk.8.ffn_up.bias

F32

[8192]
blk.8.ffn_up.weight

Q4_0

[2048, 8192]

blk.9

blk.9.attn_norm.bias

F32

[2048]
blk.9.attn_norm.weight

F32

[2048]
blk.9.attn_output.bias

F32

[2048]
blk.9.attn_output.weight

Q4_0

[2048, 2048]
blk.9.attn_qkv.bias

F32

[6144]
blk.9.attn_qkv.weight

Q4_0

[2048, 6144]
blk.9.ffn_down.bias

F32

[2048]
blk.9.ffn_down.weight

Q4_0

[8192, 2048]
blk.9.ffn_up.bias

F32

[8192]
blk.9.ffn_up.weight

Q4_0

[2048, 8192]

blk.10

blk.10.attn_norm.bias

F32

[2048]
blk.10.attn_norm.weight

F32

[2048]
blk.10.attn_output.bias

F32

[2048]
blk.10.attn_output.weight

Q4_0

[2048, 2048]
blk.10.attn_qkv.bias

F32

[6144]
blk.10.attn_qkv.weight

Q4_0

[2048, 6144]
blk.10.ffn_down.bias

F32

[2048]
blk.10.ffn_down.weight

Q4_0

[8192, 2048]
blk.10.ffn_up.bias

F32

[8192]
blk.10.ffn_up.weight

Q4_0

[2048, 8192]

blk.11

blk.11.attn_norm.bias

F32

[2048]
blk.11.attn_norm.weight

F32

[2048]
blk.11.attn_output.bias

F32

[2048]
blk.11.attn_output.weight

Q4_0

[2048, 2048]
blk.11.attn_qkv.bias

F32

[6144]
blk.11.attn_qkv.weight

Q4_0

[2048, 6144]
blk.11.ffn_down.bias

F32

[2048]
blk.11.ffn_down.weight

Q4_0

[8192, 2048]
blk.11.ffn_up.bias

F32

[8192]
blk.11.ffn_up.weight

Q4_0

[2048, 8192]

blk.12

blk.12.attn_norm.bias

F32

[2048]
blk.12.attn_norm.weight

F32

[2048]
blk.12.attn_output.bias

F32

[2048]
blk.12.attn_output.weight

Q4_0

[2048, 2048]
blk.12.attn_qkv.bias

F32

[6144]
blk.12.attn_qkv.weight

Q4_0

[2048, 6144]
blk.12.ffn_down.bias

F32

[2048]
blk.12.ffn_down.weight

Q4_0

[8192, 2048]
blk.12.ffn_up.bias

F32

[8192]
blk.12.ffn_up.weight

Q4_0

[2048, 8192]

blk.13

blk.13.attn_norm.bias

F32

[2048]
blk.13.attn_norm.weight

F32

[2048]
blk.13.attn_output.bias

F32

[2048]
blk.13.attn_output.weight

Q4_0

[2048, 2048]
blk.13.attn_qkv.bias

F32

[6144]
blk.13.attn_qkv.weight

Q4_0

[2048, 6144]
blk.13.ffn_down.bias

F32

[2048]
blk.13.ffn_down.weight

Q4_0

[8192, 2048]
blk.13.ffn_up.bias

F32

[8192]
blk.13.ffn_up.weight

Q4_0

[2048, 8192]

blk.14

blk.14.attn_norm.bias

F32

[2048]
blk.14.attn_norm.weight

F32

[2048]
blk.14.attn_output.bias

F32

[2048]
blk.14.attn_output.weight

Q4_0

[2048, 2048]
blk.14.attn_qkv.bias

F32

[6144]
blk.14.attn_qkv.weight

Q4_0

[2048, 6144]
blk.14.ffn_down.bias

F32

[2048]
blk.14.ffn_down.weight

Q4_0

[8192, 2048]
blk.14.ffn_up.bias

F32

[8192]
blk.14.ffn_up.weight

Q4_0

[2048, 8192]

blk.15

blk.15.attn_norm.bias

F32

[2048]
blk.15.attn_norm.weight

F32

[2048]
blk.15.attn_output.bias

F32

[2048]
blk.15.attn_output.weight

Q4_0

[2048, 2048]
blk.15.attn_qkv.bias

F32

[6144]
blk.15.attn_qkv.weight

Q4_0

[2048, 6144]
blk.15.ffn_down.bias

F32

[2048]
blk.15.ffn_down.weight

Q4_0

[8192, 2048]
blk.15.ffn_up.bias

F32

[8192]
blk.15.ffn_up.weight

Q4_0

[2048, 8192]

blk.16

blk.16.attn_norm.bias

F32

[2048]
blk.16.attn_norm.weight

F32

[2048]
blk.16.attn_output.bias

F32

[2048]
blk.16.attn_output.weight

Q4_0

[2048, 2048]
blk.16.attn_qkv.bias

F32

[6144]
blk.16.attn_qkv.weight

Q4_0

[2048, 6144]
blk.16.ffn_down.bias

F32

[2048]
blk.16.ffn_down.weight

Q4_0

[8192, 2048]
blk.16.ffn_up.bias

F32

[8192]
blk.16.ffn_up.weight

Q4_0

[2048, 8192]

blk.17

blk.17.attn_norm.bias

F32

[2048]
blk.17.attn_norm.weight

F32

[2048]
blk.17.attn_output.bias

F32

[2048]
blk.17.attn_output.weight

Q4_0

[2048, 2048]
blk.17.attn_qkv.bias

F32

[6144]
blk.17.attn_qkv.weight

Q4_0

[2048, 6144]
blk.17.ffn_down.bias

F32

[2048]
blk.17.ffn_down.weight

Q4_0

[8192, 2048]
blk.17.ffn_up.bias

F32

[8192]
blk.17.ffn_up.weight

Q4_0

[2048, 8192]

blk.18

blk.18.attn_norm.bias

F32

[2048]
blk.18.attn_norm.weight

F32

[2048]
blk.18.attn_output.bias

F32

[2048]
blk.18.attn_output.weight

Q4_0

[2048, 2048]
blk.18.attn_qkv.bias

F32

[6144]
blk.18.attn_qkv.weight

Q4_0

[2048, 6144]
blk.18.ffn_down.bias

F32

[2048]
blk.18.ffn_down.weight

Q4_0

[8192, 2048]
blk.18.ffn_up.bias

F32

[8192]
blk.18.ffn_up.weight

Q4_0

[2048, 8192]

blk.19

blk.19.attn_norm.bias

F32

[2048]
blk.19.attn_norm.weight

F32

[2048]
blk.19.attn_output.bias

F32

[2048]
blk.19.attn_output.weight

Q4_0

[2048, 2048]
blk.19.attn_qkv.bias

F32

[6144]
blk.19.attn_qkv.weight

Q4_0

[2048, 6144]
blk.19.ffn_down.bias

F32

[2048]
blk.19.ffn_down.weight

Q4_0

[8192, 2048]
blk.19.ffn_up.bias

F32

[8192]
blk.19.ffn_up.weight

Q4_0

[2048, 8192]

blk.20

blk.20.attn_norm.bias

F32

[2048]
blk.20.attn_norm.weight

F32

[2048]
blk.20.attn_output.bias

F32

[2048]
blk.20.attn_output.weight

Q4_0

[2048, 2048]
blk.20.attn_qkv.bias

F32

[6144]
blk.20.attn_qkv.weight

Q4_0

[2048, 6144]
blk.20.ffn_down.bias

F32

[2048]
blk.20.ffn_down.weight

Q4_0

[8192, 2048]
blk.20.ffn_up.bias

F32

[8192]
blk.20.ffn_up.weight

Q4_0

[2048, 8192]

blk.21

blk.21.attn_norm.bias

F32

[2048]
blk.21.attn_norm.weight

F32

[2048]
blk.21.attn_output.bias

F32

[2048]
blk.21.attn_output.weight

Q4_0

[2048, 2048]
blk.21.attn_qkv.bias

F32

[6144]
blk.21.attn_qkv.weight

Q4_0

[2048, 6144]
blk.21.ffn_down.bias

F32

[2048]
blk.21.ffn_down.weight

Q4_0

[8192, 2048]
blk.21.ffn_up.bias

F32

[8192]
blk.21.ffn_up.weight

Q4_0

[2048, 8192]

blk.22

blk.22.attn_norm.bias

F32

[2048]
blk.22.attn_norm.weight

F32

[2048]
blk.22.attn_output.bias

F32

[2048]
blk.22.attn_output.weight

Q4_0

[2048, 2048]
blk.22.attn_qkv.bias

F32

[6144]
blk.22.attn_qkv.weight

Q4_0

[2048, 6144]
blk.22.ffn_down.bias

F32

[2048]
blk.22.ffn_down.weight

Q4_0

[8192, 2048]
blk.22.ffn_up.bias

F32

[8192]
blk.22.ffn_up.weight

Q4_0

[2048, 8192]

blk.23

blk.23.attn_norm.bias

F32

[2048]
blk.23.attn_norm.weight

F32

[2048]
blk.23.attn_output.bias

F32

[2048]
blk.23.attn_output.weight

Q4_0

[2048, 2048]
blk.23.attn_qkv.bias

F32

[6144]
blk.23.attn_qkv.weight

Q4_0

[2048, 6144]
blk.23.ffn_down.bias

F32

[2048]
blk.23.ffn_down.weight

Q4_0

[8192, 2048]
blk.23.ffn_up.bias

F32

[8192]
blk.23.ffn_up.weight

Q4_0

[2048, 8192]

output.bias

F32

[51200]
output.weight

Q6_K

[2048, 51200]
output_norm.bias

F32

[2048]
output_norm.weight

F32

[2048]