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maternion
/
LightOnOCR-3
:0.8b-q4_K_M
171
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Updated
6 days ago
Best OCR model. LightOnOCR-3 is our flagship OCR model family 4B, 1B, and 0.8B with layout, grounding, and visual understanding. We recommend the 4B for most OCR tasks.
Best OCR model. LightOnOCR-3 is our flagship OCR model family 4B, 1B, and 0.8B with layout, grounding, and visual understanding. We recommend the 4B for most OCR tasks.
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vision
tools
thinking
0.8b
1b
4b
LightOnOCR-3:0.8b-q4_K_M
...
/
projector
23f0d5dba9b7 ยท 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]