gemma3

The current, most capable model that runs on a single GPU.

1b 4b 12b 27b

654.4K yesterday

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model
377655e65351 · 3.3GB
    Metadata
  • gemma3.attention.head_count
    8
  • gemma3.attention.head_count_kv
    4
  • gemma3.attention.key_length
    256
  • gemma3.attention.sliding_window
    1024
  • gemma3.attention.value_length
    256
  • gemma3.block_count
    34
  • gemma3.context_length
    8192
  • gemma3.embedding_length
    2560
  • gemma3.feed_forward_length
    10240
  • gemma3.vision.attention.head_count
    16
  • gemma3.vision.attention.layer_norm_epsilon
    1e-06
  • gemma3.vision.block_count
    27
  • gemma3.vision.embedding_length
    1152
  • gemma3.vision.feed_forward_length
    4304
  • gemma3.vision.image_size
    896
  • gemma3.vision.num_channels
    3
  • gemma3.vision.patch_size
    14
  • general.architecture
    gemma3
  • general.file_type
    15
  • general.quantization_version
    2
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.add_padding_token
    false
  • tokenizer.ggml.add_unknown_token
    false
  • tokenizer.ggml.bos_token_id
    2
  • tokenizer.ggml.eos_token_id
    1
  • tokenizer.ggml.merges
    [ , ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁ ▁, , , ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁ ▁▁, ...]
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.pre
    default
  • tokenizer.ggml.scores
    [0, 0, 0, 0, 0, ...]
  • tokenizer.ggml.token_type
    [3, 3, 3, 2, 1, ...]
  • tokenizer.ggml.tokens
    [<pad>, <eos>, <bos>, <unk>, <mask>, ...]
  • tokenizer.ggml.unknown_token_id
    3
    • Tensor
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  • v.blk.4.attn_k.bias
    F32
    [1152]
  • v.blk.4.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.4.attn_output.bias
    F32
    [1152]
  • v.blk.4.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.4.attn_q.bias
    F32
    [1152]
  • v.blk.4.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.4.attn_v.bias
    F32
    [1152]
  • v.blk.4.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.4.layer_norm1.bias
    F32
    [1152]
  • v.blk.4.layer_norm1.weight
    F32
    [1152]
  • v.blk.4.layer_norm2.bias
    F32
    [1152]
  • v.blk.4.layer_norm2.weight
    F32
    [1152]
  • v.blk.4.mlp.fc1.bias
    F32
    [4304]
  • v.blk.4.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.4.mlp.fc2.bias
    F32
    [1152]
  • v.blk.4.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.5
  • v.blk.5.attn_k.bias
    F32
    [1152]
  • v.blk.5.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.5.attn_output.bias
    F32
    [1152]
  • v.blk.5.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.5.attn_q.bias
    F32
    [1152]
  • v.blk.5.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.5.attn_v.bias
    F32
    [1152]
  • v.blk.5.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.5.layer_norm1.bias
    F32
    [1152]
  • v.blk.5.layer_norm1.weight
    F32
    [1152]
  • v.blk.5.layer_norm2.bias
    F32
    [1152]
  • v.blk.5.layer_norm2.weight
    F32
    [1152]
  • v.blk.5.mlp.fc1.bias
    F32
    [4304]
  • v.blk.5.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.5.mlp.fc2.bias
    F32
    [1152]
  • v.blk.5.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.6
  • v.blk.6.attn_k.bias
    F32
    [1152]
  • v.blk.6.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.6.attn_output.bias
    F32
    [1152]
  • v.blk.6.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.6.attn_q.bias
    F32
    [1152]
  • v.blk.6.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.6.attn_v.bias
    F32
    [1152]
  • v.blk.6.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.6.layer_norm1.bias
    F32
    [1152]
  • v.blk.6.layer_norm1.weight
    F32
    [1152]
  • v.blk.6.layer_norm2.bias
    F32
    [1152]
  • v.blk.6.layer_norm2.weight
    F32
    [1152]
  • v.blk.6.mlp.fc1.bias
    F32
    [4304]
  • v.blk.6.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.6.mlp.fc2.bias
    F32
    [1152]
  • v.blk.6.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.7
  • v.blk.7.attn_k.bias
    F32
    [1152]
  • v.blk.7.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.7.attn_output.bias
    F32
    [1152]
  • v.blk.7.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.7.attn_q.bias
    F32
    [1152]
  • v.blk.7.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.7.attn_v.bias
    F32
    [1152]
  • v.blk.7.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.7.layer_norm1.bias
    F32
    [1152]
  • v.blk.7.layer_norm1.weight
    F32
    [1152]
  • v.blk.7.layer_norm2.bias
    F32
    [1152]
  • v.blk.7.layer_norm2.weight
    F32
    [1152]
  • v.blk.7.mlp.fc1.bias
    F32
    [4304]
  • v.blk.7.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.7.mlp.fc2.bias
    F32
    [1152]
  • v.blk.7.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.8
  • v.blk.8.attn_k.bias
    F32
    [1152]
  • v.blk.8.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.8.attn_output.bias
    F32
    [1152]
  • v.blk.8.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.8.attn_q.bias
    F32
    [1152]
  • v.blk.8.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.8.attn_v.bias
    F32
    [1152]
  • v.blk.8.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.8.layer_norm1.bias
    F32
    [1152]
  • v.blk.8.layer_norm1.weight
    F32
    [1152]
  • v.blk.8.layer_norm2.bias
    F32
    [1152]
  • v.blk.8.layer_norm2.weight
    F32
    [1152]
  • v.blk.8.mlp.fc1.bias
    F32
    [4304]
  • v.blk.8.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.8.mlp.fc2.bias
    F32
    [1152]
  • v.blk.8.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.9
  • v.blk.9.attn_k.bias
    F32
    [1152]
  • v.blk.9.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.9.attn_output.bias
    F32
    [1152]
  • v.blk.9.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.9.attn_q.bias
    F32
    [1152]
  • v.blk.9.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.9.attn_v.bias
    F32
    [1152]
  • v.blk.9.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.9.layer_norm1.bias
    F32
    [1152]
  • v.blk.9.layer_norm1.weight
    F32
    [1152]
  • v.blk.9.layer_norm2.bias
    F32
    [1152]
  • v.blk.9.layer_norm2.weight
    F32
    [1152]
  • v.blk.9.mlp.fc1.bias
    F32
    [4304]
  • v.blk.9.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.9.mlp.fc2.bias
    F32
    [1152]
  • v.blk.9.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.10
  • v.blk.10.attn_k.bias
    F32
    [1152]
  • v.blk.10.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.10.attn_output.bias
    F32
    [1152]
  • v.blk.10.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.10.attn_q.bias
    F32
    [1152]
  • v.blk.10.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.10.attn_v.bias
    F32
    [1152]
  • v.blk.10.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.10.layer_norm1.bias
    F32
    [1152]
  • v.blk.10.layer_norm1.weight
    F32
    [1152]
  • v.blk.10.layer_norm2.bias
    F32
    [1152]
  • v.blk.10.layer_norm2.weight
    F32
    [1152]
  • v.blk.10.mlp.fc1.bias
    F32
    [4304]
  • v.blk.10.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.10.mlp.fc2.bias
    F32
    [1152]
  • v.blk.10.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.11
  • v.blk.11.attn_k.bias
    F32
    [1152]
  • v.blk.11.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.11.attn_output.bias
    F32
    [1152]
  • v.blk.11.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.11.attn_q.bias
    F32
    [1152]
  • v.blk.11.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.11.attn_v.bias
    F32
    [1152]
  • v.blk.11.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.11.layer_norm1.bias
    F32
    [1152]
  • v.blk.11.layer_norm1.weight
    F32
    [1152]
  • v.blk.11.layer_norm2.bias
    F32
    [1152]
  • v.blk.11.layer_norm2.weight
    F32
    [1152]
  • v.blk.11.mlp.fc1.bias
    F32
    [4304]
  • v.blk.11.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.11.mlp.fc2.bias
    F32
    [1152]
  • v.blk.11.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.12
  • v.blk.12.attn_k.bias
    F32
    [1152]
  • v.blk.12.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.12.attn_output.bias
    F32
    [1152]
  • v.blk.12.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.12.attn_q.bias
    F32
    [1152]
  • v.blk.12.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.12.attn_v.bias
    F32
    [1152]
  • v.blk.12.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.12.layer_norm1.bias
    F32
    [1152]
  • v.blk.12.layer_norm1.weight
    F32
    [1152]
  • v.blk.12.layer_norm2.bias
    F32
    [1152]
  • v.blk.12.layer_norm2.weight
    F32
    [1152]
  • v.blk.12.mlp.fc1.bias
    F32
    [4304]
  • v.blk.12.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.12.mlp.fc2.bias
    F32
    [1152]
  • v.blk.12.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.13
  • v.blk.13.attn_k.bias
    F32
    [1152]
  • v.blk.13.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.13.attn_output.bias
    F32
    [1152]
  • v.blk.13.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.13.attn_q.bias
    F32
    [1152]
  • v.blk.13.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.13.attn_v.bias
    F32
    [1152]
  • v.blk.13.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.13.layer_norm1.bias
    F32
    [1152]
  • v.blk.13.layer_norm1.weight
    F32
    [1152]
  • v.blk.13.layer_norm2.bias
    F32
    [1152]
  • v.blk.13.layer_norm2.weight
    F32
    [1152]
  • v.blk.13.mlp.fc1.bias
    F32
    [4304]
  • v.blk.13.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.13.mlp.fc2.bias
    F32
    [1152]
  • v.blk.13.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.14
  • v.blk.14.attn_k.bias
    F32
    [1152]
  • v.blk.14.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.14.attn_output.bias
    F32
    [1152]
  • v.blk.14.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.14.attn_q.bias
    F32
    [1152]
  • v.blk.14.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.14.attn_v.bias
    F32
    [1152]
  • v.blk.14.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.14.layer_norm1.bias
    F32
    [1152]
  • v.blk.14.layer_norm1.weight
    F32
    [1152]
  • v.blk.14.layer_norm2.bias
    F32
    [1152]
  • v.blk.14.layer_norm2.weight
    F32
    [1152]
  • v.blk.14.mlp.fc1.bias
    F32
    [4304]
  • v.blk.14.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.14.mlp.fc2.bias
    F32
    [1152]
  • v.blk.14.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.15
  • v.blk.15.attn_k.bias
    F32
    [1152]
  • v.blk.15.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.15.attn_output.bias
    F32
    [1152]
  • v.blk.15.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.15.attn_q.bias
    F32
    [1152]
  • v.blk.15.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.15.attn_v.bias
    F32
    [1152]
  • v.blk.15.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.15.layer_norm1.bias
    F32
    [1152]
  • v.blk.15.layer_norm1.weight
    F32
    [1152]
  • v.blk.15.layer_norm2.bias
    F32
    [1152]
  • v.blk.15.layer_norm2.weight
    F32
    [1152]
  • v.blk.15.mlp.fc1.bias
    F32
    [4304]
  • v.blk.15.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.15.mlp.fc2.bias
    F32
    [1152]
  • v.blk.15.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.16
  • v.blk.16.attn_k.bias
    F32
    [1152]
  • v.blk.16.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.16.attn_output.bias
    F32
    [1152]
  • v.blk.16.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.16.attn_q.bias
    F32
    [1152]
  • v.blk.16.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.16.attn_v.bias
    F32
    [1152]
  • v.blk.16.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.16.layer_norm1.bias
    F32
    [1152]
  • v.blk.16.layer_norm1.weight
    F32
    [1152]
  • v.blk.16.layer_norm2.bias
    F32
    [1152]
  • v.blk.16.layer_norm2.weight
    F32
    [1152]
  • v.blk.16.mlp.fc1.bias
    F32
    [4304]
  • v.blk.16.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.16.mlp.fc2.bias
    F32
    [1152]
  • v.blk.16.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.17
  • v.blk.17.attn_k.bias
    F32
    [1152]
  • v.blk.17.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.17.attn_output.bias
    F32
    [1152]
  • v.blk.17.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.17.attn_q.bias
    F32
    [1152]
  • v.blk.17.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.17.attn_v.bias
    F32
    [1152]
  • v.blk.17.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.17.layer_norm1.bias
    F32
    [1152]
  • v.blk.17.layer_norm1.weight
    F32
    [1152]
  • v.blk.17.layer_norm2.bias
    F32
    [1152]
  • v.blk.17.layer_norm2.weight
    F32
    [1152]
  • v.blk.17.mlp.fc1.bias
    F32
    [4304]
  • v.blk.17.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.17.mlp.fc2.bias
    F32
    [1152]
  • v.blk.17.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.18
  • v.blk.18.attn_k.bias
    F32
    [1152]
  • v.blk.18.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.18.attn_output.bias
    F32
    [1152]
  • v.blk.18.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.18.attn_q.bias
    F32
    [1152]
  • v.blk.18.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.18.attn_v.bias
    F32
    [1152]
  • v.blk.18.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.18.layer_norm1.bias
    F32
    [1152]
  • v.blk.18.layer_norm1.weight
    F32
    [1152]
  • v.blk.18.layer_norm2.bias
    F32
    [1152]
  • v.blk.18.layer_norm2.weight
    F32
    [1152]
  • v.blk.18.mlp.fc1.bias
    F32
    [4304]
  • v.blk.18.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.18.mlp.fc2.bias
    F32
    [1152]
  • v.blk.18.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.19
  • v.blk.19.attn_k.bias
    F32
    [1152]
  • v.blk.19.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.19.attn_output.bias
    F32
    [1152]
  • v.blk.19.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.19.attn_q.bias
    F32
    [1152]
  • v.blk.19.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.19.attn_v.bias
    F32
    [1152]
  • v.blk.19.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.19.layer_norm1.bias
    F32
    [1152]
  • v.blk.19.layer_norm1.weight
    F32
    [1152]
  • v.blk.19.layer_norm2.bias
    F32
    [1152]
  • v.blk.19.layer_norm2.weight
    F32
    [1152]
  • v.blk.19.mlp.fc1.bias
    F32
    [4304]
  • v.blk.19.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.19.mlp.fc2.bias
    F32
    [1152]
  • v.blk.19.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.20
  • v.blk.20.attn_k.bias
    F32
    [1152]
  • v.blk.20.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.20.attn_output.bias
    F32
    [1152]
  • v.blk.20.attn_output.weight
    F16
    [1152, 1152]
  • v.blk.20.attn_q.bias
    F32
    [1152]
  • v.blk.20.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.20.attn_v.bias
    F32
    [1152]
  • v.blk.20.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.20.layer_norm1.bias
    F32
    [1152]
  • v.blk.20.layer_norm1.weight
    F32
    [1152]
  • v.blk.20.layer_norm2.bias
    F32
    [1152]
  • v.blk.20.layer_norm2.weight
    F32
    [1152]
  • v.blk.20.mlp.fc1.bias
    F32
    [4304]
  • v.blk.20.mlp.fc1.weight
    F16
    [1152, 4304]
  • v.blk.20.mlp.fc2.bias
    F32
    [1152]
  • v.blk.20.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.21
  • v.blk.21.attn_k.bias
    F32
    [1152]
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    F16
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    F32
    [1152]
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    F16
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    F32
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    F16
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    F32
    [1152]
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    F16
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    F32
    [1152]
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    F32
    [1152]
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    F32
    [1152]
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    F32
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    F32
    [4304]
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    F16
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    F32
    [1152]
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    F16
    [4304, 1152]
    • v.blk.22
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    F32
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  • v.blk.22.attn_k.weight
    F16
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    F32
    [1152]
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    F16
    [1152, 1152]
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    F32
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    F16
    [1152, 1152]
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    F32
    [1152]
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    F16
    [1152, 1152]
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    F32
    [1152]
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    F32
    [1152]
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    F32
    [1152]
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    F32
    [1152]
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    F32
    [4304]
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    F16
    [1152, 4304]
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    F32
    [1152]
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    F16
    [4304, 1152]
    • v.blk.23
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    F32
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    F16
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    F32
    [1152]
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    F16
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    F32
    [1152]
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    F16
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    F32
    [1152]
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    F16
    [1152, 1152]
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    F32
    [1152]
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    F32
    [1152]
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    F32
    [1152]
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    F32
    [1152]
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    F32
    [4304]
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    F16
    [1152, 4304]
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    F32
    [1152]
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    F16
    [4304, 1152]
    • v.blk.24
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    F32
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    F16
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    F32
    [1152]
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    F16
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    F32
    [1152]
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    F16
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    F32
    [1152]
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    F16
    [1152, 1152]
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    F32
    [1152]
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    F32
    [1152]
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    F32
    [1152]
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    F32
    [1152]
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    F32
    [4304]
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    F16
    [1152, 4304]
  • v.blk.24.mlp.fc2.bias
    F32
    [1152]
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    F16
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    • v.blk.25
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    F32
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    F16
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    F32
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    F16
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    F32
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    F16
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    F32
    [1152]
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    F16
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    F32
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    F32
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    F32
    [1152]
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    F32
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    F32
    [4304]
  • v.blk.25.mlp.fc1.weight
    F16
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  • v.blk.25.mlp.fc2.bias
    F32
    [1152]
  • v.blk.25.mlp.fc2.weight
    F16
    [4304, 1152]
    • v.blk.26
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    F32
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    F16
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    F32
    [1152]
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    F16
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    F32
    [1152]
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    F16
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    F32
    [1152]
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    F16
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    F32
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    F32
    [1152]
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    F32
    [1152]
  • v.blk.26.layer_norm2.weight
    F32
    [1152]
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    F32
    [4304]
  • v.blk.26.mlp.fc1.weight
    F16
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    F32
    [1152]
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    F16
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    F32
    [1152]
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    F16
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    F32
    [1152]
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    F32
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