Keyvan/
german-ocr-turbo-fc:latest

188 1 month ago

Strukturierte Datenextraktion aus deutschen Dokumenten, Extrahiert Rechnungen, Formulare und Dokumente automatisch als JSON, bereit für Ihre Workflows.

vision tools
... /
model
e4354d2ee7ea · 1.9GB
    Metadata
  • general.architecture
    qwen3vl
  • general.file_type
    Q4_K_M
  • qwen3vl.attention.head_count
    16
  • qwen3vl.attention.head_count_kv
    8
  • qwen3vl.attention.key_length
    128
  • qwen3vl.attention.layer_norm_rms_epsilon
    1e-06
  • qwen3vl.attention.value_length
    128
  • qwen3vl.block_count
    28
  • qwen3vl.context_length
    262144
  • qwen3vl.embedding_length
    2048
  • qwen3vl.feed_forward_length
    6144
  • qwen3vl.rope.freq_base
    5e+06
  • qwen3vl.vision.attention.head_count
    16
  • qwen3vl.vision.attention.layer_norm_epsilon
    1e-06
  • qwen3vl.vision.block_count
    24
  • qwen3vl.vision.deepstack_visual_indexes
    [5, 11, 17]
  • qwen3vl.vision.embedding_length
    1024
  • qwen3vl.vision.image_mean
    [0.5, 0.5, 0.5]
  • qwen3vl.vision.image_std
    [0.5, 0.5, 0.5]
  • qwen3vl.vision.longest_edge
    16777216
  • qwen3vl.vision.num_channels
    3
  • qwen3vl.vision.patch_size
    16
  • qwen3vl.vision.rope.freq_base
    10000
  • qwen3vl.vision.shortest_edge
    65536
  • qwen3vl.vision.spatial_merge_size
    2
  • qwen3vl.vision.temporal_patch_size
    2
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.add_padding_token
    false
  • tokenizer.ggml.eos_token_id
    151645
  • tokenizer.ggml.eos_token_ids
    [151645, 151643]
  • tokenizer.ggml.merges
    [Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    151643
  • tokenizer.ggml.pre
    qwen2
  • tokenizer.ggml.scores
    [0, 1, 2, 3, 4, ...]
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
    • Tensor
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  • blk.21.attn_output.weight
    Q4_K
    [2048, 2048]
  • blk.21.attn_q.weight
    Q4_K
    [2048, 2048]
  • blk.21.attn_q_norm.weight
    F32
    [128]
  • blk.21.attn_v.weight
    Q4_K
    [2048, 1024]
  • blk.21.ffn_down.weight
    Q4_K
    [6144, 2048]
  • blk.21.ffn_gate.weight
    Q4_K
    [2048, 6144]
  • blk.21.ffn_norm.weight
    F32
    [2048]
  • blk.21.ffn_up.weight
    Q4_K
    [2048, 6144]
    • blk.22
  • blk.22.attn_k.weight
    Q4_K
    [2048, 1024]
  • blk.22.attn_k_norm.weight
    F32
    [128]
  • blk.22.attn_norm.weight
    F32
    [2048]
  • blk.22.attn_output.weight
    Q4_K
    [2048, 2048]
  • blk.22.attn_q.weight
    Q4_K
    [2048, 2048]
  • blk.22.attn_q_norm.weight
    F32
    [128]
  • blk.22.attn_v.weight
    Q4_K
    [2048, 1024]
  • blk.22.ffn_down.weight
    Q4_K
    [6144, 2048]
  • blk.22.ffn_gate.weight
    Q4_K
    [2048, 6144]
  • blk.22.ffn_norm.weight
    F32
    [2048]
  • blk.22.ffn_up.weight
    Q4_K
    [2048, 6144]
    • blk.23
  • blk.23.attn_k.weight
    Q4_K
    [2048, 1024]
  • blk.23.attn_k_norm.weight
    F32
    [128]
  • blk.23.attn_norm.weight
    F32
    [2048]
  • blk.23.attn_output.weight
    Q4_K
    [2048, 2048]
  • blk.23.attn_q.weight
    Q4_K
    [2048, 2048]
  • blk.23.attn_q_norm.weight
    F32
    [128]
  • blk.23.attn_v.weight
    Q6_K
    [2048, 1024]
  • blk.23.ffn_down.weight
    Q6_K
    [6144, 2048]
  • blk.23.ffn_gate.weight
    Q4_K
    [2048, 6144]
  • blk.23.ffn_norm.weight
    F32
    [2048]
  • blk.23.ffn_up.weight
    Q4_K
    [2048, 6144]
    • blk.24
  • blk.24.attn_k.weight
    Q4_K
    [2048, 1024]
  • blk.24.attn_k_norm.weight
    F32
    [128]
  • blk.24.attn_norm.weight
    F32
    [2048]
  • blk.24.attn_output.weight
    Q4_K
    [2048, 2048]
  • blk.24.attn_q.weight
    Q4_K
    [2048, 2048]
  • blk.24.attn_q_norm.weight
    F32
    [128]
  • blk.24.attn_v.weight
    Q4_K
    [2048, 1024]
  • blk.24.ffn_down.weight
    Q6_K
    [6144, 2048]
  • blk.24.ffn_gate.weight
    Q4_K
    [2048, 6144]
  • blk.24.ffn_norm.weight
    F32
    [2048]
  • blk.24.ffn_up.weight
    Q4_K
    [2048, 6144]
    • blk.25
  • blk.25.attn_k.weight
    Q4_K
    [2048, 1024]
  • blk.25.attn_k_norm.weight
    F32
    [128]
  • blk.25.attn_norm.weight
    F32
    [2048]
  • blk.25.attn_output.weight
    Q4_K
    [2048, 2048]
  • blk.25.attn_q.weight
    Q4_K
    [2048, 2048]
  • blk.25.attn_q_norm.weight
    F32
    [128]
  • blk.25.attn_v.weight
    Q4_K
    [2048, 1024]
  • blk.25.ffn_down.weight
    Q6_K
    [6144, 2048]
  • blk.25.ffn_gate.weight
    Q4_K
    [2048, 6144]
  • blk.25.ffn_norm.weight
    F32
    [2048]
  • blk.25.ffn_up.weight
    Q4_K
    [2048, 6144]
    • blk.26
  • blk.26.attn_k.weight
    Q4_K
    [2048, 1024]
  • blk.26.attn_k_norm.weight
    F32
    [128]
  • blk.26.attn_norm.weight
    F32
    [2048]
  • blk.26.attn_output.weight
    Q4_K
    [2048, 2048]
  • blk.26.attn_q.weight
    Q4_K
    [2048, 2048]
  • blk.26.attn_q_norm.weight
    F32
    [128]
  • blk.26.attn_v.weight
    Q6_K
    [2048, 1024]
  • blk.26.ffn_down.weight
    Q6_K
    [6144, 2048]
  • blk.26.ffn_gate.weight
    Q4_K
    [2048, 6144]
  • blk.26.ffn_norm.weight
    F32
    [2048]
  • blk.26.ffn_up.weight
    Q4_K
    [2048, 6144]
    • blk.27
  • blk.27.attn_k.weight
    Q4_K
    [2048, 1024]
  • blk.27.attn_k_norm.weight
    F32
    [128]
  • blk.27.attn_norm.weight
    F32
    [2048]
  • blk.27.attn_output.weight
    Q4_K
    [2048, 2048]
  • blk.27.attn_q.weight
    Q4_K
    [2048, 2048]
  • blk.27.attn_q_norm.weight
    F32
    [128]
  • blk.27.attn_v.weight
    Q4_K
    [2048, 1024]
  • blk.27.ffn_down.weight
    Q6_K
    [6144, 2048]
  • blk.27.ffn_gate.weight
    Q4_K
    [2048, 6144]
  • blk.27.ffn_norm.weight
    F32
    [2048]
  • blk.27.ffn_up.weight
    Q4_K
    [2048, 6144]
    • v.blk.0
  • v.blk.0.attn_k.bias
    F32
    [1024]
  • v.blk.0.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.0.attn_out.bias
    F32
    [1024]
  • v.blk.0.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.0.attn_q.bias
    F32
    [1024]
  • v.blk.0.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.0.attn_v.bias
    F32
    [1024]
  • v.blk.0.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.0.mlp.linear_fc1.bias
    F32
    [4096]
  • v.blk.0.mlp.linear_fc1.weight
    F16
    [1024, 4096]
  • v.blk.0.mlp.linear_fc2.bias
    F32
    [1024]
  • v.blk.0.mlp.linear_fc2.weight
    F16
    [4096, 1024]
  • v.blk.0.norm1.bias
    F32
    [1024]
  • v.blk.0.norm1.weight
    F32
    [1024]
  • v.blk.0.norm2.bias
    F32
    [1024]
  • v.blk.0.norm2.weight
    F32
    [1024]
    • v.blk.1
  • v.blk.1.attn_k.bias
    F32
    [1024]
  • v.blk.1.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.1.attn_out.bias
    F32
    [1024]
  • v.blk.1.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.1.attn_q.bias
    F32
    [1024]
  • v.blk.1.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.1.attn_v.bias
    F32
    [1024]
  • v.blk.1.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.1.mlp.linear_fc1.bias
    F32
    [4096]
  • v.blk.1.mlp.linear_fc1.weight
    F16
    [1024, 4096]
  • v.blk.1.mlp.linear_fc2.bias
    F32
    [1024]
  • v.blk.1.mlp.linear_fc2.weight
    F16
    [4096, 1024]
  • v.blk.1.norm1.bias
    F32
    [1024]
  • v.blk.1.norm1.weight
    F32
    [1024]
  • v.blk.1.norm2.bias
    F32
    [1024]
  • v.blk.1.norm2.weight
    F32
    [1024]
    • v.blk.2
  • v.blk.2.attn_k.bias
    F32
    [1024]
  • v.blk.2.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.2.attn_out.bias
    F32
    [1024]
  • v.blk.2.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.2.attn_q.bias
    F32
    [1024]
  • v.blk.2.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.2.attn_v.bias
    F32
    [1024]
  • v.blk.2.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.2.mlp.linear_fc1.bias
    F32
    [4096]
  • v.blk.2.mlp.linear_fc1.weight
    F16
    [1024, 4096]
  • v.blk.2.mlp.linear_fc2.bias
    F32
    [1024]
  • v.blk.2.mlp.linear_fc2.weight
    F16
    [4096, 1024]
  • v.blk.2.norm1.bias
    F32
    [1024]
  • v.blk.2.norm1.weight
    F32
    [1024]
  • v.blk.2.norm2.bias
    F32
    [1024]
  • v.blk.2.norm2.weight
    F32
    [1024]
    • v.blk.3
  • v.blk.3.attn_k.bias
    F32
    [1024]
  • v.blk.3.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.3.attn_out.bias
    F32
    [1024]
  • v.blk.3.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.3.attn_q.bias
    F32
    [1024]
  • v.blk.3.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.3.attn_v.bias
    F32
    [1024]
  • v.blk.3.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.3.mlp.linear_fc1.bias
    F32
    [4096]
  • v.blk.3.mlp.linear_fc1.weight
    F16
    [1024, 4096]
  • v.blk.3.mlp.linear_fc2.bias
    F32
    [1024]
  • v.blk.3.mlp.linear_fc2.weight
    F16
    [4096, 1024]
  • v.blk.3.norm1.bias
    F32
    [1024]
  • v.blk.3.norm1.weight
    F32
    [1024]
  • v.blk.3.norm2.bias
    F32
    [1024]
  • v.blk.3.norm2.weight
    F32
    [1024]
    • v.blk.4
  • v.blk.4.attn_k.bias
    F32
    [1024]
  • v.blk.4.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.4.attn_out.bias
    F32
    [1024]
  • v.blk.4.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.4.attn_q.bias
    F32
    [1024]
  • v.blk.4.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.4.attn_v.bias
    F32
    [1024]
  • v.blk.4.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.4.mlp.linear_fc1.bias
    F32
    [4096]
  • v.blk.4.mlp.linear_fc1.weight
    F16
    [1024, 4096]
  • v.blk.4.mlp.linear_fc2.bias
    F32
    [1024]
  • v.blk.4.mlp.linear_fc2.weight
    F16
    [4096, 1024]
  • v.blk.4.norm1.bias
    F32
    [1024]
  • v.blk.4.norm1.weight
    F32
    [1024]
  • v.blk.4.norm2.bias
    F32
    [1024]
  • v.blk.4.norm2.weight
    F32
    [1024]
    • v.blk.5
  • v.blk.5.attn_k.bias
    F32
    [1024]
  • v.blk.5.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.5.attn_out.bias
    F32
    [1024]
  • v.blk.5.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.5.attn_q.bias
    F32
    [1024]
  • v.blk.5.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.5.attn_v.bias
    F32
    [1024]
  • v.blk.5.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.5.mlp.linear_fc1.bias
    F32
    [4096]
  • v.blk.5.mlp.linear_fc1.weight
    F16
    [1024, 4096]
  • v.blk.5.mlp.linear_fc2.bias
    F32
    [1024]
  • v.blk.5.mlp.linear_fc2.weight
    F16
    [4096, 1024]
  • v.blk.5.norm1.bias
    F32
    [1024]
  • v.blk.5.norm1.weight
    F32
    [1024]
  • v.blk.5.norm2.bias
    F32
    [1024]
  • v.blk.5.norm2.weight
    F32
    [1024]
    • v.blk.6
  • v.blk.6.attn_k.bias
    F32
    [1024]
  • v.blk.6.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.6.attn_out.bias
    F32
    [1024]
  • v.blk.6.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.6.attn_q.bias
    F32
    [1024]
  • v.blk.6.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.6.attn_v.bias
    F32
    [1024]
  • v.blk.6.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.6.mlp.linear_fc1.bias
    F32
    [4096]
  • v.blk.6.mlp.linear_fc1.weight
    F16
    [1024, 4096]
  • v.blk.6.mlp.linear_fc2.bias
    F32
    [1024]
  • v.blk.6.mlp.linear_fc2.weight
    F16
    [4096, 1024]
  • v.blk.6.norm1.bias
    F32
    [1024]
  • v.blk.6.norm1.weight
    F32
    [1024]
  • v.blk.6.norm2.bias
    F32
    [1024]
  • v.blk.6.norm2.weight
    F32
    [1024]
    • v.blk.7
  • v.blk.7.attn_k.bias
    F32
    [1024]
  • v.blk.7.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.7.attn_out.bias
    F32
    [1024]
  • v.blk.7.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.7.attn_q.bias
    F32
    [1024]
  • v.blk.7.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.7.attn_v.bias
    F32
    [1024]
  • v.blk.7.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.7.mlp.linear_fc1.bias
    F32
    [4096]
  • v.blk.7.mlp.linear_fc1.weight
    F16
    [1024, 4096]
  • v.blk.7.mlp.linear_fc2.bias
    F32
    [1024]
  • v.blk.7.mlp.linear_fc2.weight
    F16
    [4096, 1024]
  • v.blk.7.norm1.bias
    F32
    [1024]
  • v.blk.7.norm1.weight
    F32
    [1024]
  • v.blk.7.norm2.bias
    F32
    [1024]
  • v.blk.7.norm2.weight
    F32
    [1024]
    • v.blk.8
  • v.blk.8.attn_k.bias
    F32
    [1024]
  • v.blk.8.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.8.attn_out.bias
    F32
    [1024]
  • v.blk.8.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.8.attn_q.bias
    F32
    [1024]
  • v.blk.8.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.8.attn_v.bias
    F32
    [1024]
  • v.blk.8.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.8.mlp.linear_fc1.bias
    F32
    [4096]
  • v.blk.8.mlp.linear_fc1.weight
    F16
    [1024, 4096]
  • v.blk.8.mlp.linear_fc2.bias
    F32
    [1024]
  • v.blk.8.mlp.linear_fc2.weight
    F16
    [4096, 1024]
  • v.blk.8.norm1.bias
    F32
    [1024]
  • v.blk.8.norm1.weight
    F32
    [1024]
  • v.blk.8.norm2.bias
    F32
    [1024]
  • v.blk.8.norm2.weight
    F32
    [1024]
    • v.blk.9
  • v.blk.9.attn_k.bias
    F32
    [1024]
  • v.blk.9.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.9.attn_out.bias
    F32
    [1024]
  • v.blk.9.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.9.attn_q.bias
    F32
    [1024]
  • v.blk.9.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.9.attn_v.bias
    F32
    [1024]
  • v.blk.9.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.9.mlp.linear_fc1.bias
    F32
    [4096]
  • v.blk.9.mlp.linear_fc1.weight
    F16
    [1024, 4096]
  • v.blk.9.mlp.linear_fc2.bias
    F32
    [1024]
  • v.blk.9.mlp.linear_fc2.weight
    F16
    [4096, 1024]
  • v.blk.9.norm1.bias
    F32
    [1024]
  • v.blk.9.norm1.weight
    F32
    [1024]
  • v.blk.9.norm2.bias
    F32
    [1024]
  • v.blk.9.norm2.weight
    F32
    [1024]
    • v.blk.10
  • v.blk.10.attn_k.bias
    F32
    [1024]
  • v.blk.10.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.10.attn_out.bias
    F32
    [1024]
  • v.blk.10.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.10.attn_q.bias
    F32
    [1024]
  • v.blk.10.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.10.attn_v.bias
    F32
    [1024]
  • v.blk.10.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.10.mlp.linear_fc1.bias
    F32
    [4096]
  • v.blk.10.mlp.linear_fc1.weight
    F16
    [1024, 4096]
  • v.blk.10.mlp.linear_fc2.bias
    F32
    [1024]
  • v.blk.10.mlp.linear_fc2.weight
    F16
    [4096, 1024]
  • v.blk.10.norm1.bias
    F32
    [1024]
  • v.blk.10.norm1.weight
    F32
    [1024]
  • v.blk.10.norm2.bias
    F32
    [1024]
  • v.blk.10.norm2.weight
    F32
    [1024]
    • v.blk.11
  • v.blk.11.attn_k.bias
    F32
    [1024]
  • v.blk.11.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.11.attn_out.bias
    F32
    [1024]
  • v.blk.11.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.11.attn_q.bias
    F32
    [1024]
  • v.blk.11.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.11.attn_v.bias
    F32
    [1024]
  • v.blk.11.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.11.mlp.linear_fc1.bias
    F32
    [4096]
  • v.blk.11.mlp.linear_fc1.weight
    F16
    [1024, 4096]
  • v.blk.11.mlp.linear_fc2.bias
    F32
    [1024]
  • v.blk.11.mlp.linear_fc2.weight
    F16
    [4096, 1024]
  • v.blk.11.norm1.bias
    F32
    [1024]
  • v.blk.11.norm1.weight
    F32
    [1024]
  • v.blk.11.norm2.bias
    F32
    [1024]
  • v.blk.11.norm2.weight
    F32
    [1024]
    • v.blk.12
  • v.blk.12.attn_k.bias
    F32
    [1024]
  • v.blk.12.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.12.attn_out.bias
    F32
    [1024]
  • v.blk.12.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.12.attn_q.bias
    F32
    [1024]
  • v.blk.12.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.12.attn_v.bias
    F32
    [1024]
  • v.blk.12.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.12.mlp.linear_fc1.bias
    F32
    [4096]
  • v.blk.12.mlp.linear_fc1.weight
    F16
    [1024, 4096]
  • v.blk.12.mlp.linear_fc2.bias
    F32
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