qwen3.5:122b

16.4K 35 minutes ago

Qwen 3.5 is a family of open-source multimodal models that delivers exceptional utility and performance.

vision tools thinking cloud 35b 122b
... /
model
93c83617a405 · 81GB
    Metadata
  • general.architecture
    qwen35moe
  • general.file_type
    Q4_K_M
  • qwen35moe.attention.head_count
    32
  • qwen35moe.attention.head_count_kv
    [0, 0, 0, 2, 0, ...]
  • qwen35moe.attention.key_length
    256
  • qwen35moe.attention.layer_norm_rms_epsilon
    1e-06
  • qwen35moe.attention.value_length
    256
  • qwen35moe.block_count
    48
  • qwen35moe.context_length
    262144
  • qwen35moe.embedding_length
    3072
  • qwen35moe.expert_count
    256
  • qwen35moe.expert_feed_forward_length
    1024
  • qwen35moe.expert_shared_feed_forward_length
    1024
  • qwen35moe.expert_used_count
    8
  • qwen35moe.feed_forward_length
    0
  • qwen35moe.full_attention_interval
    4
  • qwen35moe.image_token_id
    248056
  • qwen35moe.mrope_sections
    [11, 11, 10]
  • qwen35moe.rope.dimension_count
    64
  • qwen35moe.rope.dimension_sections
    [11, 11, 10]
  • qwen35moe.rope.freq_base
    1e+07
  • qwen35moe.rope.mrope_interleaved
    true
  • qwen35moe.rope.mrope_section
    [11, 11, 10]
  • qwen35moe.ssm.conv_kernel
    4
  • qwen35moe.ssm.group_count
    16
  • qwen35moe.ssm.inner_size
    8192
  • qwen35moe.ssm.state_size
    128
  • qwen35moe.ssm.time_step_rank
    64
  • qwen35moe.ssm.v_head_reordered
    true
  • qwen35moe.vision.attention.head_count
    16
  • qwen35moe.vision.block_count
    27
  • qwen35moe.vision.deepstack_visual_indexes
    []
  • qwen35moe.vision.embedding_length
    1152
  • qwen35moe.vision.image_mean
    [0.5, 0.5, 0.5]
  • qwen35moe.vision.image_std
    [0.5, 0.5, 0.5]
  • qwen35moe.vision.longest_edge
    16777216
  • qwen35moe.vision.num_channels
    3
  • qwen35moe.vision.patch_size
    16
  • qwen35moe.vision.shortest_edge
    65536
  • qwen35moe.vision.spatial_merge_size
    2
  • qwen35moe.vision.temporal_patch_size
    2
  • qwen35moe.vision_end_token_id
    248054
  • qwen35moe.vision_start_token_id
    248053
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.add_padding_token
    false
  • tokenizer.ggml.eos_token_id
    248046
  • tokenizer.ggml.eos_token_ids
    [248046, 248044]
  • tokenizer.ggml.merges
    [Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    248044
  • tokenizer.ggml.pre
    qwen35
  • tokenizer.ggml.scores
    [0, 1, 2, 3, 4, ...]
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
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    F32
    [1152]
  • v.blk.9.norm1.weight
    F32
    [1152]
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    F32
    [1152]
  • v.blk.9.norm2.weight
    F32
    [1152]
    • v.blk.10
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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]
  • v.blk.10.attn_q.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.10.attn_v.weight
    F16
    [1152, 1152]
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    F32
    [4304]
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    F16
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    F32
    [1152]
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    F16
    [4304, 1152]
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    F32
    [1152]
  • v.blk.10.norm1.weight
    F32
    [1152]
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    F32
    [1152]
  • v.blk.10.norm2.weight
    F32
    [1152]
    • v.blk.11
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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]
  • v.blk.11.attn_q.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.11.attn_v.weight
    F16
    [1152, 1152]
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    F32
    [4304]
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    F16
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    F32
    [1152]
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    F16
    [4304, 1152]
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    F32
    [1152]
  • v.blk.11.norm1.weight
    F32
    [1152]
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    F32
    [1152]
  • v.blk.11.norm2.weight
    F32
    [1152]
    • v.blk.12
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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]
  • v.blk.12.attn_q.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.12.attn_v.weight
    F16
    [1152, 1152]
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    F32
    [4304]
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    F16
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    F32
    [1152]
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    F16
    [4304, 1152]
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    F32
    [1152]
  • v.blk.12.norm1.weight
    F32
    [1152]
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    F32
    [1152]
  • v.blk.12.norm2.weight
    F32
    [1152]
    • v.blk.13
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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]
  • v.blk.13.attn_q.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.13.attn_v.weight
    F16
    [1152, 1152]
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    F32
    [4304]
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    F16
    [1152, 4304]
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    F32
    [1152]
  • v.blk.13.mlp.linear_fc2.weight
    F16
    [4304, 1152]
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    F32
    [1152]
  • v.blk.13.norm1.weight
    F32
    [1152]
  • v.blk.13.norm2.bias
    F32
    [1152]
  • v.blk.13.norm2.weight
    F32
    [1152]
    • v.blk.14
  • v.blk.14.attn_k.bias
    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]
  • v.blk.14.attn_q.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.14.attn_v.weight
    F16
    [1152, 1152]
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    F32
    [4304]
  • v.blk.14.mlp.linear_fc1.weight
    F16
    [1152, 4304]
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    F32
    [1152]
  • v.blk.14.mlp.linear_fc2.weight
    F16
    [4304, 1152]
  • v.blk.14.norm1.bias
    F32
    [1152]
  • v.blk.14.norm1.weight
    F32
    [1152]
  • v.blk.14.norm2.bias
    F32
    [1152]
  • v.blk.14.norm2.weight
    F32
    [1152]
    • v.blk.15
  • v.blk.15.attn_k.bias
    F32
    [1152]
  • v.blk.15.attn_k.weight
    F16
    [1152, 1152]
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    F32
    [1152]
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    F16
    [1152, 1152]
  • v.blk.15.attn_q.bias
    F32
    [1152]
  • v.blk.15.attn_q.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.15.attn_v.weight
    F16
    [1152, 1152]
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    F32
    [4304]
  • v.blk.15.mlp.linear_fc1.weight
    F16
    [1152, 4304]
  • v.blk.15.mlp.linear_fc2.bias
    F32
    [1152]
  • v.blk.15.mlp.linear_fc2.weight
    F16
    [4304, 1152]
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    F32
    [1152]
  • v.blk.15.norm1.weight
    F32
    [1152]
  • v.blk.15.norm2.bias
    F32
    [1152]
  • v.blk.15.norm2.weight
    F32
    [1152]
    • v.blk.16
  • v.blk.16.attn_k.bias
    F32
    [1152]
  • v.blk.16.attn_k.weight
    F16
    [1152, 1152]
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    F32
    [1152]
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    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.16.attn_q.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.16.attn_v.weight
    F16
    [1152, 1152]
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    F32
    [4304]
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    F16
    [1152, 4304]
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    F32
    [1152]
  • v.blk.16.mlp.linear_fc2.weight
    F16
    [4304, 1152]
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    F32
    [1152]
  • v.blk.16.norm1.weight
    F32
    [1152]
  • v.blk.16.norm2.bias
    F32
    [1152]
  • v.blk.16.norm2.weight
    F32
    [1152]
    • v.blk.17
  • v.blk.17.attn_k.bias
    F32
    [1152]
  • v.blk.17.attn_k.weight
    F16
    [1152, 1152]
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    F32
    [1152]
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    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.17.attn_q.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.17.attn_v.weight
    F16
    [1152, 1152]
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    F32
    [4304]
  • v.blk.17.mlp.linear_fc1.weight
    F16
    [1152, 4304]
  • v.blk.17.mlp.linear_fc2.bias
    F32
    [1152]
  • v.blk.17.mlp.linear_fc2.weight
    F16
    [4304, 1152]
  • v.blk.17.norm1.bias
    F32
    [1152]
  • v.blk.17.norm1.weight
    F32
    [1152]
  • v.blk.17.norm2.bias
    F32
    [1152]
  • v.blk.17.norm2.weight
    F32
    [1152]
    • v.blk.18
  • v.blk.18.attn_k.bias
    F32
    [1152]
  • v.blk.18.attn_k.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.18.attn_out.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.18.attn_q.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.18.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.18.mlp.linear_fc1.bias
    F32
    [4304]
  • v.blk.18.mlp.linear_fc1.weight
    F16
    [1152, 4304]
  • v.blk.18.mlp.linear_fc2.bias
    F32
    [1152]
  • v.blk.18.mlp.linear_fc2.weight
    F16
    [4304, 1152]
  • v.blk.18.norm1.bias
    F32
    [1152]
  • v.blk.18.norm1.weight
    F32
    [1152]
  • v.blk.18.norm2.bias
    F32
    [1152]
  • v.blk.18.norm2.weight
    F32
    [1152]
    • v.blk.19
  • v.blk.19.attn_k.bias
    F32
    [1152]
  • v.blk.19.attn_k.weight
    F16
    [1152, 1152]
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    F32
    [1152]
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    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.19.attn_q.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.19.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.19.mlp.linear_fc1.bias
    F32
    [4304]
  • v.blk.19.mlp.linear_fc1.weight
    F16
    [1152, 4304]
  • v.blk.19.mlp.linear_fc2.bias
    F32
    [1152]
  • v.blk.19.mlp.linear_fc2.weight
    F16
    [4304, 1152]
  • v.blk.19.norm1.bias
    F32
    [1152]
  • v.blk.19.norm1.weight
    F32
    [1152]
  • v.blk.19.norm2.bias
    F32
    [1152]
  • v.blk.19.norm2.weight
    F32
    [1152]
    • v.blk.20
  • v.blk.20.attn_k.bias
    F32
    [1152]
  • v.blk.20.attn_k.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.20.attn_out.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.mlp.linear_fc1.bias
    F32
    [4304]
  • v.blk.20.mlp.linear_fc1.weight
    F16
    [1152, 4304]
  • v.blk.20.mlp.linear_fc2.bias
    F32
    [1152]
  • v.blk.20.mlp.linear_fc2.weight
    F16
    [4304, 1152]
  • v.blk.20.norm1.bias
    F32
    [1152]
  • v.blk.20.norm1.weight
    F32
    [1152]
  • v.blk.20.norm2.bias
    F32
    [1152]
  • v.blk.20.norm2.weight
    F32
    [1152]
    • v.blk.21
  • v.blk.21.attn_k.bias
    F32
    [1152]
  • v.blk.21.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.21.attn_out.bias
    F32
    [1152]
  • v.blk.21.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.21.attn_q.bias
    F32
    [1152]
  • v.blk.21.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.21.attn_v.bias
    F32
    [1152]
  • v.blk.21.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.21.mlp.linear_fc1.bias
    F32
    [4304]
  • v.blk.21.mlp.linear_fc1.weight
    F16
    [1152, 4304]
  • v.blk.21.mlp.linear_fc2.bias
    F32
    [1152]
  • v.blk.21.mlp.linear_fc2.weight
    F16
    [4304, 1152]
  • v.blk.21.norm1.bias
    F32
    [1152]
  • v.blk.21.norm1.weight
    F32
    [1152]
  • v.blk.21.norm2.bias
    F32
    [1152]
  • v.blk.21.norm2.weight
    F32
    [1152]
    • v.blk.22
  • v.blk.22.attn_k.bias
    F32
    [1152]
  • v.blk.22.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.22.attn_out.bias
    F32
    [1152]
  • v.blk.22.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.22.attn_q.bias
    F32
    [1152]
  • v.blk.22.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.22.attn_v.bias
    F32
    [1152]
  • v.blk.22.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.22.mlp.linear_fc1.bias
    F32
    [4304]
  • v.blk.22.mlp.linear_fc1.weight
    F16
    [1152, 4304]
  • v.blk.22.mlp.linear_fc2.bias
    F32
    [1152]
  • v.blk.22.mlp.linear_fc2.weight
    F16
    [4304, 1152]
  • v.blk.22.norm1.bias
    F32
    [1152]
  • v.blk.22.norm1.weight
    F32
    [1152]
  • v.blk.22.norm2.bias
    F32
    [1152]
  • v.blk.22.norm2.weight
    F32
    [1152]
    • v.blk.23
  • v.blk.23.attn_k.bias
    F32
    [1152]
  • v.blk.23.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.23.attn_out.bias
    F32
    [1152]
  • v.blk.23.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.23.attn_q.bias
    F32
    [1152]
  • v.blk.23.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.23.attn_v.bias
    F32
    [1152]
  • v.blk.23.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.23.mlp.linear_fc1.bias
    F32
    [4304]
  • v.blk.23.mlp.linear_fc1.weight
    F16
    [1152, 4304]
  • v.blk.23.mlp.linear_fc2.bias
    F32
    [1152]
  • v.blk.23.mlp.linear_fc2.weight
    F16
    [4304, 1152]
  • v.blk.23.norm1.bias
    F32
    [1152]
  • v.blk.23.norm1.weight
    F32
    [1152]
  • v.blk.23.norm2.bias
    F32
    [1152]
  • v.blk.23.norm2.weight
    F32
    [1152]
    • v.blk.24
  • v.blk.24.attn_k.bias
    F32
    [1152]
  • v.blk.24.attn_k.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.24.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.24.attn_q.bias
    F32
    [1152]
  • v.blk.24.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.24.attn_v.bias
    F32
    [1152]
  • v.blk.24.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.24.mlp.linear_fc1.bias
    F32
    [4304]
  • v.blk.24.mlp.linear_fc1.weight
    F16
    [1152, 4304]
  • v.blk.24.mlp.linear_fc2.bias
    F32
    [1152]
  • v.blk.24.mlp.linear_fc2.weight
    F16
    [4304, 1152]
  • v.blk.24.norm1.bias
    F32
    [1152]
  • v.blk.24.norm1.weight
    F32
    [1152]
  • v.blk.24.norm2.bias
    F32
    [1152]
  • v.blk.24.norm2.weight
    F32
    [1152]
    • v.blk.25
  • v.blk.25.attn_k.bias
    F32
    [1152]
  • v.blk.25.attn_k.weight
    F16
    [1152, 1152]
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    F32
    [1152]
  • v.blk.25.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.25.attn_q.bias
    F32
    [1152]
  • v.blk.25.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.25.attn_v.bias
    F32
    [1152]
  • v.blk.25.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.25.mlp.linear_fc1.bias
    F32
    [4304]
  • v.blk.25.mlp.linear_fc1.weight
    F16
    [1152, 4304]
  • v.blk.25.mlp.linear_fc2.bias
    F32
    [1152]
  • v.blk.25.mlp.linear_fc2.weight
    F16
    [4304, 1152]
  • v.blk.25.norm1.bias
    F32
    [1152]
  • v.blk.25.norm1.weight
    F32
    [1152]
  • v.blk.25.norm2.bias
    F32
    [1152]
  • v.blk.25.norm2.weight
    F32
    [1152]
    • v.blk.26
  • v.blk.26.attn_k.bias
    F32
    [1152]
  • v.blk.26.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.26.attn_out.bias
    F32
    [1152]
  • v.blk.26.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.26.attn_q.bias
    F32
    [1152]
  • v.blk.26.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.26.attn_v.bias
    F32
    [1152]
  • v.blk.26.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.26.mlp.linear_fc1.bias
    F32
    [4304]
  • v.blk.26.mlp.linear_fc1.weight
    F16
    [1152, 4304]
  • v.blk.26.mlp.linear_fc2.bias
    F32
    [1152]
  • v.blk.26.mlp.linear_fc2.weight
    F16
    [4304, 1152]
  • v.blk.26.norm1.bias
    F32
    [1152]
  • v.blk.26.norm1.weight
    F32
    [1152]
  • v.blk.26.norm2.bias
    F32
    [1152]
  • v.blk.26.norm2.weight
    F32
    [1152]
  • v.merger.linear_fc1.bias
    F32
    [4608]
  • v.merger.linear_fc1.weight
    F16
    [4608, 4608]
  • v.merger.linear_fc2.bias
    F32
    [3072]
  • v.merger.linear_fc2.weight
    F16
    [4608, 3072]
  • v.merger.norm.bias
    F32
    [1152]
  • v.merger.norm.weight
    F32
    [1152]
  • v.patch_embed.bias
    F32
    [1152]
  • v.patch_embed.weight
    F16
    [16, 16, 2, 3456]
  • v.pos_embed.weight
    F16
    [1152, 2304]
  • output_norm.weight
    F32
    [3072]