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richardyoung
/
dots.mocr
:latest
92
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Updated
3 weeks ago
dots.mocr (3B) multilingual document OCR: pages, invoices, forms and tables. Image input works.
dots.mocr (3B) multilingual document OCR: pages, invoices, forms and tables. Image input works.
Cancel
vision
dots.mocr:latest
...
/
projector
ea137571253b ยท 2.5GB
Metadata
general.architecture
clip
clip
general.file_type
F16
F16
clip.has_vision_encoder
true
true
clip.projector_type
dots_ocr
dots_ocr
clip.use_silu
true
true
clip.vision.attention.head_count
12
12
clip.vision.attention.layer_norm_epsilon
1e-05
1e-05
clip.vision.block_count
42
42
clip.vision.embedding_length
1536
1536
clip.vision.feed_forward_length
4224
4224
clip.vision.image_max_pixels
11289600
11289600
clip.vision.image_mean
[0.48145467, 0.4578275, 0.40821072]
[0.48145467, 0.4578275, 0.40821072]
clip.vision.image_min_pixels
3136
3136
clip.vision.image_size
0
0
clip.vision.image_std
[0.26862955, 0.2613026, 0.2757771]
[0.26862955, 0.2613026, 0.2757771]
clip.vision.patch_size
14
14
clip.vision.projection_dim
1536
1536
clip.vision.projector.scale_factor
2
2
Tensor
Name
Type
Shape
mm.0.bias
F32
F32
[6144]
mm.0.weight
F16
F16
[6144, 6144]
mm.2.bias
F32
F32
[1536]
mm.2.weight
F16
F16
[6144, 1536]
mm.input_norm.bias
F32
F32
[1536]
mm.input_norm.weight
F32
F32
[1536]
mm.post_norm.weight
F32
F32
[1536]
v.blk.0
v.blk.0.attn_out.weight
F16
F16
[1536, 1536]
v.blk.0.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.0.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.0.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.0.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.0.ln1.weight
F32
F32
[1536]
v.blk.0.ln2.weight
F32
F32
[1536]
v.blk.1
v.blk.1.attn_out.weight
F16
F16
[1536, 1536]
v.blk.1.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.1.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.1.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.1.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.1.ln1.weight
F32
F32
[1536]
v.blk.1.ln2.weight
F32
F32
[1536]
v.blk.2
v.blk.2.attn_out.weight
F16
F16
[1536, 1536]
v.blk.2.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.2.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.2.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.2.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.2.ln1.weight
F32
F32
[1536]
v.blk.2.ln2.weight
F32
F32
[1536]
v.blk.3
v.blk.3.attn_out.weight
F16
F16
[1536, 1536]
v.blk.3.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.3.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.3.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.3.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.3.ln1.weight
F32
F32
[1536]
v.blk.3.ln2.weight
F32
F32
[1536]
v.blk.4
v.blk.4.attn_out.weight
F16
F16
[1536, 1536]
v.blk.4.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.4.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.4.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.4.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.4.ln1.weight
F32
F32
[1536]
v.blk.4.ln2.weight
F32
F32
[1536]
v.blk.5
v.blk.5.attn_out.weight
F16
F16
[1536, 1536]
v.blk.5.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.5.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.5.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.5.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.5.ln1.weight
F32
F32
[1536]
v.blk.5.ln2.weight
F32
F32
[1536]
v.blk.6
v.blk.6.attn_out.weight
F16
F16
[1536, 1536]
v.blk.6.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.6.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.6.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.6.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.6.ln1.weight
F32
F32
[1536]
v.blk.6.ln2.weight
F32
F32
[1536]
v.blk.7
v.blk.7.attn_out.weight
F16
F16
[1536, 1536]
v.blk.7.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.7.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.7.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.7.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.7.ln1.weight
F32
F32
[1536]
v.blk.7.ln2.weight
F32
F32
[1536]
v.blk.8
v.blk.8.attn_out.weight
F16
F16
[1536, 1536]
v.blk.8.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.8.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.8.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.8.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.8.ln1.weight
F32
F32
[1536]
v.blk.8.ln2.weight
F32
F32
[1536]
v.blk.9
v.blk.9.attn_out.weight
F16
F16
[1536, 1536]
v.blk.9.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.9.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.9.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.9.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.9.ln1.weight
F32
F32
[1536]
v.blk.9.ln2.weight
F32
F32
[1536]
v.blk.10
v.blk.10.attn_out.weight
F16
F16
[1536, 1536]
v.blk.10.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.10.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.10.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.10.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.10.ln1.weight
F32
F32
[1536]
v.blk.10.ln2.weight
F32
F32
[1536]
v.blk.11
v.blk.11.attn_out.weight
F16
F16
[1536, 1536]
v.blk.11.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.11.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.11.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.11.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.11.ln1.weight
F32
F32
[1536]
v.blk.11.ln2.weight
F32
F32
[1536]
v.blk.12
v.blk.12.attn_out.weight
F16
F16
[1536, 1536]
v.blk.12.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.12.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.12.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.12.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.12.ln1.weight
F32
F32
[1536]
v.blk.12.ln2.weight
F32
F32
[1536]
v.blk.13
v.blk.13.attn_out.weight
F16
F16
[1536, 1536]
v.blk.13.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.13.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.13.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.13.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.13.ln1.weight
F32
F32
[1536]
v.blk.13.ln2.weight
F32
F32
[1536]
v.blk.14
v.blk.14.attn_out.weight
F16
F16
[1536, 1536]
v.blk.14.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.14.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.14.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.14.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.14.ln1.weight
F32
F32
[1536]
v.blk.14.ln2.weight
F32
F32
[1536]
v.blk.15
v.blk.15.attn_out.weight
F16
F16
[1536, 1536]
v.blk.15.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.15.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.15.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.15.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.15.ln1.weight
F32
F32
[1536]
v.blk.15.ln2.weight
F32
F32
[1536]
v.blk.16
v.blk.16.attn_out.weight
F16
F16
[1536, 1536]
v.blk.16.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.16.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.16.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.16.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.16.ln1.weight
F32
F32
[1536]
v.blk.16.ln2.weight
F32
F32
[1536]
v.blk.17
v.blk.17.attn_out.weight
F16
F16
[1536, 1536]
v.blk.17.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.17.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.17.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.17.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.17.ln1.weight
F32
F32
[1536]
v.blk.17.ln2.weight
F32
F32
[1536]
v.blk.18
v.blk.18.attn_out.weight
F16
F16
[1536, 1536]
v.blk.18.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.18.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.18.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.18.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.18.ln1.weight
F32
F32
[1536]
v.blk.18.ln2.weight
F32
F32
[1536]
v.blk.19
v.blk.19.attn_out.weight
F16
F16
[1536, 1536]
v.blk.19.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.19.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.19.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.19.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.19.ln1.weight
F32
F32
[1536]
v.blk.19.ln2.weight
F32
F32
[1536]
v.blk.20
v.blk.20.attn_out.weight
F16
F16
[1536, 1536]
v.blk.20.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.20.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.20.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.20.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.20.ln1.weight
F32
F32
[1536]
v.blk.20.ln2.weight
F32
F32
[1536]
v.blk.21
v.blk.21.attn_out.weight
F16
F16
[1536, 1536]
v.blk.21.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.21.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.21.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.21.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.21.ln1.weight
F32
F32
[1536]
v.blk.21.ln2.weight
F32
F32
[1536]
v.blk.22
v.blk.22.attn_out.weight
F16
F16
[1536, 1536]
v.blk.22.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.22.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.22.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.22.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.22.ln1.weight
F32
F32
[1536]
v.blk.22.ln2.weight
F32
F32
[1536]
v.blk.23
v.blk.23.attn_out.weight
F16
F16
[1536, 1536]
v.blk.23.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.23.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.23.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.23.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.23.ln1.weight
F32
F32
[1536]
v.blk.23.ln2.weight
F32
F32
[1536]
v.blk.24
v.blk.24.attn_out.weight
F16
F16
[1536, 1536]
v.blk.24.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.24.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.24.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.24.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.24.ln1.weight
F32
F32
[1536]
v.blk.24.ln2.weight
F32
F32
[1536]
v.blk.25
v.blk.25.attn_out.weight
F16
F16
[1536, 1536]
v.blk.25.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.25.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.25.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.25.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.25.ln1.weight
F32
F32
[1536]
v.blk.25.ln2.weight
F32
F32
[1536]
v.blk.26
v.blk.26.attn_out.weight
F16
F16
[1536, 1536]
v.blk.26.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.26.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.26.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.26.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.26.ln1.weight
F32
F32
[1536]
v.blk.26.ln2.weight
F32
F32
[1536]
v.blk.27
v.blk.27.attn_out.weight
F16
F16
[1536, 1536]
v.blk.27.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.27.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.27.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.27.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.27.ln1.weight
F32
F32
[1536]
v.blk.27.ln2.weight
F32
F32
[1536]
v.blk.28
v.blk.28.attn_out.weight
F16
F16
[1536, 1536]
v.blk.28.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.28.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.28.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.28.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.28.ln1.weight
F32
F32
[1536]
v.blk.28.ln2.weight
F32
F32
[1536]
v.blk.29
v.blk.29.attn_out.weight
F16
F16
[1536, 1536]
v.blk.29.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.29.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.29.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.29.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.29.ln1.weight
F32
F32
[1536]
v.blk.29.ln2.weight
F32
F32
[1536]
v.blk.30
v.blk.30.attn_out.weight
F16
F16
[1536, 1536]
v.blk.30.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.30.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.30.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.30.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.30.ln1.weight
F32
F32
[1536]
v.blk.30.ln2.weight
F32
F32
[1536]
v.blk.31
v.blk.31.attn_out.weight
F16
F16
[1536, 1536]
v.blk.31.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.31.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.31.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.31.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.31.ln1.weight
F32
F32
[1536]
v.blk.31.ln2.weight
F32
F32
[1536]
v.blk.32
v.blk.32.attn_out.weight
F16
F16
[1536, 1536]
v.blk.32.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.32.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.32.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.32.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.32.ln1.weight
F32
F32
[1536]
v.blk.32.ln2.weight
F32
F32
[1536]
v.blk.33
v.blk.33.attn_out.weight
F16
F16
[1536, 1536]
v.blk.33.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.33.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.33.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.33.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.33.ln1.weight
F32
F32
[1536]
v.blk.33.ln2.weight
F32
F32
[1536]
v.blk.34
v.blk.34.attn_out.weight
F16
F16
[1536, 1536]
v.blk.34.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.34.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.34.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.34.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.34.ln1.weight
F32
F32
[1536]
v.blk.34.ln2.weight
F32
F32
[1536]
v.blk.35
v.blk.35.attn_out.weight
F16
F16
[1536, 1536]
v.blk.35.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.35.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.35.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.35.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.35.ln1.weight
F32
F32
[1536]
v.blk.35.ln2.weight
F32
F32
[1536]
v.blk.36
v.blk.36.attn_out.weight
F16
F16
[1536, 1536]
v.blk.36.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.36.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.36.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.36.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.36.ln1.weight
F32
F32
[1536]
v.blk.36.ln2.weight
F32
F32
[1536]
v.blk.37
v.blk.37.attn_out.weight
F16
F16
[1536, 1536]
v.blk.37.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.37.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.37.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.37.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.37.ln1.weight
F32
F32
[1536]
v.blk.37.ln2.weight
F32
F32
[1536]
v.blk.38
v.blk.38.attn_out.weight
F16
F16
[1536, 1536]
v.blk.38.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.38.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.38.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.38.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.38.ln1.weight
F32
F32
[1536]
v.blk.38.ln2.weight
F32
F32
[1536]
v.blk.39
v.blk.39.attn_out.weight
F16
F16
[1536, 1536]
v.blk.39.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.39.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.39.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.39.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.39.ln1.weight
F32
F32
[1536]
v.blk.39.ln2.weight
F32
F32
[1536]
v.blk.40
v.blk.40.attn_out.weight
F16
F16
[1536, 1536]
v.blk.40.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.40.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.40.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.40.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.40.ln1.weight
F32
F32
[1536]
v.blk.40.ln2.weight
F32
F32
[1536]
v.blk.41
v.blk.41.attn_out.weight
F16
F16
[1536, 1536]
v.blk.41.attn_qkv.weight
F16
F16
[1536, 4608]
v.blk.41.ffn_down.weight
F16
F16
[4224, 1536]
v.blk.41.ffn_gate.weight
F16
F16
[1536, 4224]
v.blk.41.ffn_up.weight
F16
F16
[1536, 4224]
v.blk.41.ln1.weight
F32
F32
[1536]
v.blk.41.ln2.weight
F32
F32
[1536]
v.patch_embd.bias
F32
F32
[1536]
v.patch_embd.weight
F16
F16
[14, 14, 3, 1536]
v.pre_ln.weight
F32
F32
[1536]