ahmadwaqar/holo-3.1:0.8b/projector

ahmadwaqar/ holo-3.1:0.8b

220 Downloads Updated 1 week ago

Holo-3.1 vision-language computer-use agents by H Company. Locate UI elements and drive web, desktop & mobile automation from a screenshot — returns clicks in normalized [0,1000] coords. 0.8B & 4B, instruct & thinking variants, Q4_K_M/Q8_0. Apache 2.0.

vision tools 0.8b 4b

holo-3.1:0.8b ... /

projector

d96d81ac0bfb · 207MB

Metadata

general.architecture

clip

clip
general.file_type

BF16

BF16
clip.has_vision_encoder

true

true
clip.projector_type

qwen3vl_merger

qwen3vl_merger
clip.use_gelu

true

true
clip.vision.attention.head_count

12

12
clip.vision.attention.layer_norm_epsilon

1e-06

1e-06
clip.vision.block_count

12

12
clip.vision.embedding_length

768

768
clip.vision.feed_forward_length

3072

3072
clip.vision.image_mean

[0.5, 0.5, 0.5]

[0.5, 0.5, 0.5]
clip.vision.image_size

768

768
clip.vision.image_std

[0.5, 0.5, 0.5]

[0.5, 0.5, 0.5]
clip.vision.is_deepstack_layers

[false, false, false, false, false, ...]

[false, false, false, false, false, ...]
clip.vision.patch_size

16

16
clip.vision.projection_dim

1024

1024
clip.vision.spatial_merge_size

2

2

Tensor

Name

Type

Shape
mm.0.bias

F32

F32

[3072]
mm.0.weight

BF16

BF16

[3072, 3072]
mm.2.bias

F32

F32

[1024]
mm.2.weight

BF16

BF16

[3072, 1024]

v.blk.0

v.blk.0.attn_out.bias

F32

F32

[768]
v.blk.0.attn_out.weight

BF16

BF16

[768, 768]
v.blk.0.attn_qkv.bias

F32

F32

[2304]
v.blk.0.attn_qkv.weight

BF16

BF16

[768, 2304]
v.blk.0.ffn_down.bias

F32

F32

[768]
v.blk.0.ffn_down.weight

BF16

BF16

[3072, 768]
v.blk.0.ffn_up.bias

F32

F32

[3072]
v.blk.0.ffn_up.weight

BF16

BF16

[768, 3072]
v.blk.0.ln1.bias

F32

F32

[768]
v.blk.0.ln1.weight

F32

F32

[768]
v.blk.0.ln2.bias

F32

F32

[768]
v.blk.0.ln2.weight

F32

F32

[768]

v.blk.1

v.blk.1.attn_out.bias

F32

F32

[768]
v.blk.1.attn_out.weight

BF16

BF16

[768, 768]
v.blk.1.attn_qkv.bias

F32

F32

[2304]
v.blk.1.attn_qkv.weight

BF16

BF16

[768, 2304]
v.blk.1.ffn_down.bias

F32

F32

[768]
v.blk.1.ffn_down.weight

BF16

BF16

[3072, 768]
v.blk.1.ffn_up.bias

F32

F32

[3072]
v.blk.1.ffn_up.weight

BF16

BF16

[768, 3072]
v.blk.1.ln1.bias

F32

F32

[768]
v.blk.1.ln1.weight

F32

F32

[768]
v.blk.1.ln2.bias

F32

F32

[768]
v.blk.1.ln2.weight

F32

F32

[768]

v.blk.2

v.blk.2.attn_out.bias

F32

F32

[768]
v.blk.2.attn_out.weight

BF16

BF16

[768, 768]
v.blk.2.attn_qkv.bias

F32

F32

[2304]
v.blk.2.attn_qkv.weight

BF16

BF16

[768, 2304]
v.blk.2.ffn_down.bias

F32

F32

[768]
v.blk.2.ffn_down.weight

BF16

BF16

[3072, 768]
v.blk.2.ffn_up.bias

F32

F32

[3072]
v.blk.2.ffn_up.weight

BF16

BF16

[768, 3072]
v.blk.2.ln1.bias

F32

F32

[768]
v.blk.2.ln1.weight

F32

F32

[768]
v.blk.2.ln2.bias

F32

F32

[768]
v.blk.2.ln2.weight

F32

F32

[768]

v.blk.3

v.blk.3.attn_out.bias

F32

F32

[768]
v.blk.3.attn_out.weight

BF16

BF16

[768, 768]
v.blk.3.attn_qkv.bias

F32

F32

[2304]
v.blk.3.attn_qkv.weight

BF16

BF16

[768, 2304]
v.blk.3.ffn_down.bias

F32

F32

[768]
v.blk.3.ffn_down.weight

BF16

BF16

[3072, 768]
v.blk.3.ffn_up.bias

F32

F32

[3072]
v.blk.3.ffn_up.weight

BF16

BF16

[768, 3072]
v.blk.3.ln1.bias

F32

F32

[768]
v.blk.3.ln1.weight

F32

F32

[768]
v.blk.3.ln2.bias

F32

F32

[768]
v.blk.3.ln2.weight

F32

F32

[768]

v.blk.4

v.blk.4.attn_out.bias

F32

F32

[768]
v.blk.4.attn_out.weight

BF16

BF16

[768, 768]
v.blk.4.attn_qkv.bias

F32

F32

[2304]
v.blk.4.attn_qkv.weight

BF16

BF16

[768, 2304]
v.blk.4.ffn_down.bias

F32

F32

[768]
v.blk.4.ffn_down.weight

BF16

BF16

[3072, 768]
v.blk.4.ffn_up.bias

F32

F32

[3072]
v.blk.4.ffn_up.weight

BF16

BF16

[768, 3072]
v.blk.4.ln1.bias

F32

F32

[768]
v.blk.4.ln1.weight

F32

F32

[768]
v.blk.4.ln2.bias

F32

F32

[768]
v.blk.4.ln2.weight

F32

F32

[768]

v.blk.5

v.blk.5.attn_out.bias

F32

F32

[768]
v.blk.5.attn_out.weight

BF16

BF16

[768, 768]
v.blk.5.attn_qkv.bias

F32

F32

[2304]
v.blk.5.attn_qkv.weight

BF16

BF16

[768, 2304]
v.blk.5.ffn_down.bias

F32

F32

[768]
v.blk.5.ffn_down.weight

BF16

BF16

[3072, 768]
v.blk.5.ffn_up.bias

F32

F32

[3072]
v.blk.5.ffn_up.weight

BF16

BF16

[768, 3072]
v.blk.5.ln1.bias

F32

F32

[768]
v.blk.5.ln1.weight

F32

F32

[768]
v.blk.5.ln2.bias

F32

F32

[768]
v.blk.5.ln2.weight

F32

F32

[768]

v.blk.6

v.blk.6.attn_out.bias

F32

F32

[768]
v.blk.6.attn_out.weight

BF16

BF16

[768, 768]
v.blk.6.attn_qkv.bias

F32

F32

[2304]
v.blk.6.attn_qkv.weight

BF16

BF16

[768, 2304]
v.blk.6.ffn_down.bias

F32

F32

[768]
v.blk.6.ffn_down.weight

BF16

BF16

[3072, 768]
v.blk.6.ffn_up.bias

F32

F32

[3072]
v.blk.6.ffn_up.weight

BF16

BF16

[768, 3072]
v.blk.6.ln1.bias

F32

F32

[768]
v.blk.6.ln1.weight

F32

F32

[768]
v.blk.6.ln2.bias

F32

F32

[768]
v.blk.6.ln2.weight

F32

F32

[768]

v.blk.7

v.blk.7.attn_out.bias

F32

F32

[768]
v.blk.7.attn_out.weight

BF16

BF16

[768, 768]
v.blk.7.attn_qkv.bias

F32

F32

[2304]
v.blk.7.attn_qkv.weight

BF16

BF16

[768, 2304]
v.blk.7.ffn_down.bias

F32

F32

[768]
v.blk.7.ffn_down.weight

BF16

BF16

[3072, 768]
v.blk.7.ffn_up.bias

F32

F32

[3072]
v.blk.7.ffn_up.weight

BF16

BF16

[768, 3072]
v.blk.7.ln1.bias

F32

F32

[768]
v.blk.7.ln1.weight

F32

F32

[768]
v.blk.7.ln2.bias

F32

F32

[768]
v.blk.7.ln2.weight

F32

F32

[768]

v.blk.8

v.blk.8.attn_out.bias

F32

F32

[768]
v.blk.8.attn_out.weight

BF16

BF16

[768, 768]
v.blk.8.attn_qkv.bias

F32

F32

[2304]
v.blk.8.attn_qkv.weight

BF16

BF16

[768, 2304]
v.blk.8.ffn_down.bias

F32

F32

[768]
v.blk.8.ffn_down.weight

BF16

BF16

[3072, 768]
v.blk.8.ffn_up.bias

F32

F32

[3072]
v.blk.8.ffn_up.weight

BF16

BF16

[768, 3072]
v.blk.8.ln1.bias

F32

F32

[768]
v.blk.8.ln1.weight

F32

F32

[768]
v.blk.8.ln2.bias

F32

F32

[768]
v.blk.8.ln2.weight

F32

F32

[768]

v.blk.9

v.blk.9.attn_out.bias

F32

F32

[768]
v.blk.9.attn_out.weight

BF16

BF16

[768, 768]
v.blk.9.attn_qkv.bias

F32

F32

[2304]
v.blk.9.attn_qkv.weight

BF16

BF16

[768, 2304]
v.blk.9.ffn_down.bias

F32

F32

[768]
v.blk.9.ffn_down.weight

BF16

BF16

[3072, 768]
v.blk.9.ffn_up.bias

F32

F32

[3072]
v.blk.9.ffn_up.weight

BF16

BF16

[768, 3072]
v.blk.9.ln1.bias

F32

F32

[768]
v.blk.9.ln1.weight

F32

F32

[768]
v.blk.9.ln2.bias

F32

F32

[768]
v.blk.9.ln2.weight

F32

F32

[768]

v.blk.10

v.blk.10.attn_out.bias

F32

F32

[768]
v.blk.10.attn_out.weight

BF16

BF16

[768, 768]
v.blk.10.attn_qkv.bias

F32

F32

[2304]
v.blk.10.attn_qkv.weight

BF16

BF16

[768, 2304]
v.blk.10.ffn_down.bias

F32

F32

[768]
v.blk.10.ffn_down.weight

BF16

BF16

[3072, 768]
v.blk.10.ffn_up.bias

F32

F32

[3072]
v.blk.10.ffn_up.weight

BF16

BF16

[768, 3072]
v.blk.10.ln1.bias

F32

F32

[768]
v.blk.10.ln1.weight

F32

F32

[768]
v.blk.10.ln2.bias

F32

F32

[768]
v.blk.10.ln2.weight

F32

F32

[768]

v.blk.11

v.blk.11.attn_out.bias

F32

F32

[768]
v.blk.11.attn_out.weight

BF16

BF16

[768, 768]
v.blk.11.attn_qkv.bias

F32

F32

[2304]
v.blk.11.attn_qkv.weight

BF16

BF16

[768, 2304]
v.blk.11.ffn_down.bias

F32

F32

[768]
v.blk.11.ffn_down.weight

BF16

BF16

[3072, 768]
v.blk.11.ffn_up.bias

F32

F32

[3072]
v.blk.11.ffn_up.weight

BF16

BF16

[768, 3072]
v.blk.11.ln1.bias

F32

F32

[768]
v.blk.11.ln1.weight

F32

F32

[768]
v.blk.11.ln2.bias

F32

F32

[768]
v.blk.11.ln2.weight

F32

F32

[768]

v.patch_embd.bias

F32

F32

[768]
v.patch_embd.weight

F32

F32

[16, 16, 3, 768]
v.patch_embd.weight.1

F32

F32

[16, 16, 3, 768]
v.position_embd.weight

F32

F32

[768, 2304]
v.post_ln.bias

F32

F32

[768]
v.post_ln.weight

F32

F32

[768]