michaelmontuori/ gemma-4-E4B-it-GGUF:UD-Q4_K_XL-128k

14 3 days ago

Initially built this E4B model to fit in my RTX 4060 with 8GB

vision tools thinking
... /
projector
ee01cba03fd9 · 992MB
    Metadata
  • general.architecture
    clip
  • general.file_type
    BF16
  • clip.audio.attention.head_count
    8
  • clip.audio.attention.layer_norm_epsilon
    1e-05
  • clip.audio.block_count
    12
  • clip.audio.embedding_length
    1024
  • clip.audio.feed_forward_length
    4096
  • clip.audio.num_mel_bins
    128
  • clip.audio.projection_dim
    2560
  • clip.audio.projector_type
    gemma4a
  • clip.has_audio_encoder
    true
  • clip.has_vision_encoder
    true
  • clip.vision.attention.head_count
    12
  • clip.vision.attention.layer_norm_epsilon
    1e-06
  • clip.vision.block_count
    16
  • clip.vision.embedding_length
    768
  • clip.vision.feed_forward_length
    3072
  • clip.vision.image_mean
    [0, 0, 0]
  • clip.vision.image_size
    224
  • clip.vision.image_std
    [1, 1, 1]
  • clip.vision.patch_size
    16
  • clip.vision.projection_dim
    2560
  • clip.vision.projector_type
    gemma4v
    • Tensor
    a.blk.0
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  • a.blk.0.attn_k.weight
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  • a.blk.0.attn_k_rel.weight
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  • a.blk.0.attn_out.weight
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  • a.blk.0.attn_q.weight
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  • a.blk.0.attn_v.weight
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  • a.blk.0.conv_dw.weight
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    • a.blk.1
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    BF16
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    BF16
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    BF16
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
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    F32
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    F32
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    F32
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    F32
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    BF16
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    F32
    [1]
  • v.blk.1.ffn_down.input_min
    F32
    [1]
  • v.blk.1.ffn_down.output_max
    F32
    [1]
  • v.blk.1.ffn_down.output_min
    F32
    [1]
  • v.blk.1.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.1.ffn_gate.input_max
    F32
    [1]
  • v.blk.1.ffn_gate.input_min
    F32
    [1]
  • v.blk.1.ffn_gate.output_max
    F32
    [1]
  • v.blk.1.ffn_gate.output_min
    F32
    [1]
  • v.blk.1.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.1.ffn_post_norm.weight
    F32
    [768]
  • v.blk.1.ffn_up.input_max
    F32
    [1]
  • v.blk.1.ffn_up.input_min
    F32
    [1]
  • v.blk.1.ffn_up.output_max
    F32
    [1]
  • v.blk.1.ffn_up.output_min
    F32
    [1]
  • v.blk.1.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.1.ln1.weight
    F32
    [768]
  • v.blk.1.ln2.weight
    F32
    [768]
    • v.blk.2
  • v.blk.2.attn_k.input_max
    F32
    [1]
  • v.blk.2.attn_k.input_min
    F32
    [1]
  • v.blk.2.attn_k.output_max
    F32
    [1]
  • v.blk.2.attn_k.output_min
    F32
    [1]
  • v.blk.2.attn_k.weight
    BF16
    [768, 768]
  • v.blk.2.attn_k_norm.weight
    F32
    [64]
  • v.blk.2.attn_out.input_max
    F32
    [1]
  • v.blk.2.attn_out.input_min
    F32
    [1]
  • v.blk.2.attn_out.output_max
    F32
    [1]
  • v.blk.2.attn_out.output_min
    F32
    [1]
  • v.blk.2.attn_out.weight
    BF16
    [768, 768]
  • v.blk.2.attn_post_norm.weight
    F32
    [768]
  • v.blk.2.attn_q.input_max
    F32
    [1]
  • v.blk.2.attn_q.input_min
    F32
    [1]
  • v.blk.2.attn_q.output_max
    F32
    [1]
  • v.blk.2.attn_q.output_min
    F32
    [1]
  • v.blk.2.attn_q.weight
    BF16
    [768, 768]
  • v.blk.2.attn_q_norm.weight
    F32
    [64]
  • v.blk.2.attn_v.input_max
    F32
    [1]
  • v.blk.2.attn_v.input_min
    F32
    [1]
  • v.blk.2.attn_v.output_max
    F32
    [1]
  • v.blk.2.attn_v.output_min
    F32
    [1]
  • v.blk.2.attn_v.weight
    BF16
    [768, 768]
  • v.blk.2.ffn_down.input_max
    F32
    [1]
  • v.blk.2.ffn_down.input_min
    F32
    [1]
  • v.blk.2.ffn_down.output_max
    F32
    [1]
  • v.blk.2.ffn_down.output_min
    F32
    [1]
  • v.blk.2.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.2.ffn_gate.input_max
    F32
    [1]
  • v.blk.2.ffn_gate.input_min
    F32
    [1]
  • v.blk.2.ffn_gate.output_max
    F32
    [1]
  • v.blk.2.ffn_gate.output_min
    F32
    [1]
  • v.blk.2.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.2.ffn_post_norm.weight
    F32
    [768]
  • v.blk.2.ffn_up.input_max
    F32
    [1]
  • v.blk.2.ffn_up.input_min
    F32
    [1]
  • v.blk.2.ffn_up.output_max
    F32
    [1]
  • v.blk.2.ffn_up.output_min
    F32
    [1]
  • v.blk.2.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.2.ln1.weight
    F32
    [768]
  • v.blk.2.ln2.weight
    F32
    [768]
    • v.blk.3
  • v.blk.3.attn_k.input_max
    F32
    [1]
  • v.blk.3.attn_k.input_min
    F32
    [1]
  • v.blk.3.attn_k.output_max
    F32
    [1]
  • v.blk.3.attn_k.output_min
    F32
    [1]
  • v.blk.3.attn_k.weight
    BF16
    [768, 768]
  • v.blk.3.attn_k_norm.weight
    F32
    [64]
  • v.blk.3.attn_out.input_max
    F32
    [1]
  • v.blk.3.attn_out.input_min
    F32
    [1]
  • v.blk.3.attn_out.output_max
    F32
    [1]
  • v.blk.3.attn_out.output_min
    F32
    [1]
  • v.blk.3.attn_out.weight
    BF16
    [768, 768]
  • v.blk.3.attn_post_norm.weight
    F32
    [768]
  • v.blk.3.attn_q.input_max
    F32
    [1]
  • v.blk.3.attn_q.input_min
    F32
    [1]
  • v.blk.3.attn_q.output_max
    F32
    [1]
  • v.blk.3.attn_q.output_min
    F32
    [1]
  • v.blk.3.attn_q.weight
    BF16
    [768, 768]
  • v.blk.3.attn_q_norm.weight
    F32
    [64]
  • v.blk.3.attn_v.input_max
    F32
    [1]
  • v.blk.3.attn_v.input_min
    F32
    [1]
  • v.blk.3.attn_v.output_max
    F32
    [1]
  • v.blk.3.attn_v.output_min
    F32
    [1]
  • v.blk.3.attn_v.weight
    BF16
    [768, 768]
  • v.blk.3.ffn_down.input_max
    F32
    [1]
  • v.blk.3.ffn_down.input_min
    F32
    [1]
  • v.blk.3.ffn_down.output_max
    F32
    [1]
  • v.blk.3.ffn_down.output_min
    F32
    [1]
  • v.blk.3.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.3.ffn_gate.input_max
    F32
    [1]
  • v.blk.3.ffn_gate.input_min
    F32
    [1]
  • v.blk.3.ffn_gate.output_max
    F32
    [1]
  • v.blk.3.ffn_gate.output_min
    F32
    [1]
  • v.blk.3.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.3.ffn_post_norm.weight
    F32
    [768]
  • v.blk.3.ffn_up.input_max
    F32
    [1]
  • v.blk.3.ffn_up.input_min
    F32
    [1]
  • v.blk.3.ffn_up.output_max
    F32
    [1]
  • v.blk.3.ffn_up.output_min
    F32
    [1]
  • v.blk.3.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.3.ln1.weight
    F32
    [768]
  • v.blk.3.ln2.weight
    F32
    [768]
    • v.blk.4
  • v.blk.4.attn_k.input_max
    F32
    [1]
  • v.blk.4.attn_k.input_min
    F32
    [1]
  • v.blk.4.attn_k.output_max
    F32
    [1]
  • v.blk.4.attn_k.output_min
    F32
    [1]
  • v.blk.4.attn_k.weight
    BF16
    [768, 768]
  • v.blk.4.attn_k_norm.weight
    F32
    [64]
  • v.blk.4.attn_out.input_max
    F32
    [1]
  • v.blk.4.attn_out.input_min
    F32
    [1]
  • v.blk.4.attn_out.output_max
    F32
    [1]
  • v.blk.4.attn_out.output_min
    F32
    [1]
  • v.blk.4.attn_out.weight
    BF16
    [768, 768]
  • v.blk.4.attn_post_norm.weight
    F32
    [768]
  • v.blk.4.attn_q.input_max
    F32
    [1]
  • v.blk.4.attn_q.input_min
    F32
    [1]
  • v.blk.4.attn_q.output_max
    F32
    [1]
  • v.blk.4.attn_q.output_min
    F32
    [1]
  • v.blk.4.attn_q.weight
    BF16
    [768, 768]
  • v.blk.4.attn_q_norm.weight
    F32
    [64]
  • v.blk.4.attn_v.input_max
    F32
    [1]
  • v.blk.4.attn_v.input_min
    F32
    [1]
  • v.blk.4.attn_v.output_max
    F32
    [1]
  • v.blk.4.attn_v.output_min
    F32
    [1]
  • v.blk.4.attn_v.weight
    BF16
    [768, 768]
  • v.blk.4.ffn_down.input_max
    F32
    [1]
  • v.blk.4.ffn_down.input_min
    F32
    [1]
  • v.blk.4.ffn_down.output_max
    F32
    [1]
  • v.blk.4.ffn_down.output_min
    F32
    [1]
  • v.blk.4.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.4.ffn_gate.input_max
    F32
    [1]
  • v.blk.4.ffn_gate.input_min
    F32
    [1]
  • v.blk.4.ffn_gate.output_max
    F32
    [1]
  • v.blk.4.ffn_gate.output_min
    F32
    [1]
  • v.blk.4.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.4.ffn_post_norm.weight
    F32
    [768]
  • v.blk.4.ffn_up.input_max
    F32
    [1]
  • v.blk.4.ffn_up.input_min
    F32
    [1]
  • v.blk.4.ffn_up.output_max
    F32
    [1]
  • v.blk.4.ffn_up.output_min
    F32
    [1]
  • v.blk.4.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.4.ln1.weight
    F32
    [768]
  • v.blk.4.ln2.weight
    F32
    [768]
    • v.blk.5
  • v.blk.5.attn_k.input_max
    F32
    [1]
  • v.blk.5.attn_k.input_min
    F32
    [1]
  • v.blk.5.attn_k.output_max
    F32
    [1]
  • v.blk.5.attn_k.output_min
    F32
    [1]
  • v.blk.5.attn_k.weight
    BF16
    [768, 768]
  • v.blk.5.attn_k_norm.weight
    F32
    [64]
  • v.blk.5.attn_out.input_max
    F32
    [1]
  • v.blk.5.attn_out.input_min
    F32
    [1]
  • v.blk.5.attn_out.output_max
    F32
    [1]
  • v.blk.5.attn_out.output_min
    F32
    [1]
  • v.blk.5.attn_out.weight
    BF16
    [768, 768]
  • v.blk.5.attn_post_norm.weight
    F32
    [768]
  • v.blk.5.attn_q.input_max
    F32
    [1]
  • v.blk.5.attn_q.input_min
    F32
    [1]
  • v.blk.5.attn_q.output_max
    F32
    [1]
  • v.blk.5.attn_q.output_min
    F32
    [1]
  • v.blk.5.attn_q.weight
    BF16
    [768, 768]
  • v.blk.5.attn_q_norm.weight
    F32
    [64]
  • v.blk.5.attn_v.input_max
    F32
    [1]
  • v.blk.5.attn_v.input_min
    F32
    [1]
  • v.blk.5.attn_v.output_max
    F32
    [1]
  • v.blk.5.attn_v.output_min
    F32
    [1]
  • v.blk.5.attn_v.weight
    BF16
    [768, 768]
  • v.blk.5.ffn_down.input_max
    F32
    [1]
  • v.blk.5.ffn_down.input_min
    F32
    [1]
  • v.blk.5.ffn_down.output_max
    F32
    [1]
  • v.blk.5.ffn_down.output_min
    F32
    [1]
  • v.blk.5.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.5.ffn_gate.input_max
    F32
    [1]
  • v.blk.5.ffn_gate.input_min
    F32
    [1]
  • v.blk.5.ffn_gate.output_max
    F32
    [1]
  • v.blk.5.ffn_gate.output_min
    F32
    [1]
  • v.blk.5.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.5.ffn_post_norm.weight
    F32
    [768]
  • v.blk.5.ffn_up.input_max
    F32
    [1]
  • v.blk.5.ffn_up.input_min
    F32
    [1]
  • v.blk.5.ffn_up.output_max
    F32
    [1]
  • v.blk.5.ffn_up.output_min
    F32
    [1]
  • v.blk.5.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.5.ln1.weight
    F32
    [768]
  • v.blk.5.ln2.weight
    F32
    [768]
    • v.blk.6
  • v.blk.6.attn_k.input_max
    F32
    [1]
  • v.blk.6.attn_k.input_min
    F32
    [1]
  • v.blk.6.attn_k.output_max
    F32
    [1]
  • v.blk.6.attn_k.output_min
    F32
    [1]
  • v.blk.6.attn_k.weight
    BF16
    [768, 768]
  • v.blk.6.attn_k_norm.weight
    F32
    [64]
  • v.blk.6.attn_out.input_max
    F32
    [1]
  • v.blk.6.attn_out.input_min
    F32
    [1]
  • v.blk.6.attn_out.output_max
    F32
    [1]
  • v.blk.6.attn_out.output_min
    F32
    [1]
  • v.blk.6.attn_out.weight
    BF16
    [768, 768]
  • v.blk.6.attn_post_norm.weight
    F32
    [768]
  • v.blk.6.attn_q.input_max
    F32
    [1]
  • v.blk.6.attn_q.input_min
    F32
    [1]
  • v.blk.6.attn_q.output_max
    F32
    [1]
  • v.blk.6.attn_q.output_min
    F32
    [1]
  • v.blk.6.attn_q.weight
    BF16
    [768, 768]
  • v.blk.6.attn_q_norm.weight
    F32
    [64]
  • v.blk.6.attn_v.input_max
    F32
    [1]
  • v.blk.6.attn_v.input_min
    F32
    [1]
  • v.blk.6.attn_v.output_max
    F32
    [1]
  • v.blk.6.attn_v.output_min
    F32
    [1]
  • v.blk.6.attn_v.weight
    BF16
    [768, 768]
  • v.blk.6.ffn_down.input_max
    F32
    [1]
  • v.blk.6.ffn_down.input_min
    F32
    [1]
  • v.blk.6.ffn_down.output_max
    F32
    [1]
  • v.blk.6.ffn_down.output_min
    F32
    [1]
  • v.blk.6.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.6.ffn_gate.input_max
    F32
    [1]
  • v.blk.6.ffn_gate.input_min
    F32
    [1]
  • v.blk.6.ffn_gate.output_max
    F32
    [1]
  • v.blk.6.ffn_gate.output_min
    F32
    [1]
  • v.blk.6.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.6.ffn_post_norm.weight
    F32
    [768]
  • v.blk.6.ffn_up.input_max
    F32
    [1]
  • v.blk.6.ffn_up.input_min
    F32
    [1]
  • v.blk.6.ffn_up.output_max
    F32
    [1]
  • v.blk.6.ffn_up.output_min
    F32
    [1]
  • v.blk.6.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.6.ln1.weight
    F32
    [768]
  • v.blk.6.ln2.weight
    F32
    [768]
    • v.blk.7
  • v.blk.7.attn_k.input_max
    F32
    [1]
  • v.blk.7.attn_k.input_min
    F32
    [1]
  • v.blk.7.attn_k.output_max
    F32
    [1]
  • v.blk.7.attn_k.output_min
    F32
    [1]
  • v.blk.7.attn_k.weight
    BF16
    [768, 768]
  • v.blk.7.attn_k_norm.weight
    F32
    [64]
  • v.blk.7.attn_out.input_max
    F32
    [1]
  • v.blk.7.attn_out.input_min
    F32
    [1]
  • v.blk.7.attn_out.output_max
    F32
    [1]
  • v.blk.7.attn_out.output_min
    F32
    [1]
  • v.blk.7.attn_out.weight
    BF16
    [768, 768]
  • v.blk.7.attn_post_norm.weight
    F32
    [768]
  • v.blk.7.attn_q.input_max
    F32
    [1]
  • v.blk.7.attn_q.input_min
    F32
    [1]
  • v.blk.7.attn_q.output_max
    F32
    [1]
  • v.blk.7.attn_q.output_min
    F32
    [1]
  • v.blk.7.attn_q.weight
    BF16
    [768, 768]
  • v.blk.7.attn_q_norm.weight
    F32
    [64]
  • v.blk.7.attn_v.input_max
    F32
    [1]
  • v.blk.7.attn_v.input_min
    F32
    [1]
  • v.blk.7.attn_v.output_max
    F32
    [1]
  • v.blk.7.attn_v.output_min
    F32
    [1]
  • v.blk.7.attn_v.weight
    BF16
    [768, 768]
  • v.blk.7.ffn_down.input_max
    F32
    [1]
  • v.blk.7.ffn_down.input_min
    F32
    [1]
  • v.blk.7.ffn_down.output_max
    F32
    [1]
  • v.blk.7.ffn_down.output_min
    F32
    [1]
  • v.blk.7.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.7.ffn_gate.input_max
    F32
    [1]
  • v.blk.7.ffn_gate.input_min
    F32
    [1]
  • v.blk.7.ffn_gate.output_max
    F32
    [1]
  • v.blk.7.ffn_gate.output_min
    F32
    [1]
  • v.blk.7.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.7.ffn_post_norm.weight
    F32
    [768]
  • v.blk.7.ffn_up.input_max
    F32
    [1]
  • v.blk.7.ffn_up.input_min
    F32
    [1]
  • v.blk.7.ffn_up.output_max
    F32
    [1]
  • v.blk.7.ffn_up.output_min
    F32
    [1]
  • v.blk.7.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.7.ln1.weight
    F32
    [768]
  • v.blk.7.ln2.weight
    F32
    [768]
    • v.blk.8
  • v.blk.8.attn_k.input_max
    F32
    [1]
  • v.blk.8.attn_k.input_min
    F32
    [1]
  • v.blk.8.attn_k.output_max
    F32
    [1]
  • v.blk.8.attn_k.output_min
    F32
    [1]
  • v.blk.8.attn_k.weight
    BF16
    [768, 768]
  • v.blk.8.attn_k_norm.weight
    F32
    [64]
  • v.blk.8.attn_out.input_max
    F32
    [1]
  • v.blk.8.attn_out.input_min
    F32
    [1]
  • v.blk.8.attn_out.output_max
    F32
    [1]
  • v.blk.8.attn_out.output_min
    F32
    [1]
  • v.blk.8.attn_out.weight
    BF16
    [768, 768]
  • v.blk.8.attn_post_norm.weight
    F32
    [768]
  • v.blk.8.attn_q.input_max
    F32
    [1]
  • v.blk.8.attn_q.input_min
    F32
    [1]
  • v.blk.8.attn_q.output_max
    F32
    [1]
  • v.blk.8.attn_q.output_min
    F32
    [1]
  • v.blk.8.attn_q.weight
    BF16
    [768, 768]
  • v.blk.8.attn_q_norm.weight
    F32
    [64]
  • v.blk.8.attn_v.input_max
    F32
    [1]
  • v.blk.8.attn_v.input_min
    F32
    [1]
  • v.blk.8.attn_v.output_max
    F32
    [1]
  • v.blk.8.attn_v.output_min
    F32
    [1]
  • v.blk.8.attn_v.weight
    BF16
    [768, 768]
  • v.blk.8.ffn_down.input_max
    F32
    [1]
  • v.blk.8.ffn_down.input_min
    F32
    [1]
  • v.blk.8.ffn_down.output_max
    F32
    [1]
  • v.blk.8.ffn_down.output_min
    F32
    [1]
  • v.blk.8.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.8.ffn_gate.input_max
    F32
    [1]
  • v.blk.8.ffn_gate.input_min
    F32
    [1]
  • v.blk.8.ffn_gate.output_max
    F32
    [1]
  • v.blk.8.ffn_gate.output_min
    F32
    [1]
  • v.blk.8.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.8.ffn_post_norm.weight
    F32
    [768]
  • v.blk.8.ffn_up.input_max
    F32
    [1]
  • v.blk.8.ffn_up.input_min
    F32
    [1]
  • v.blk.8.ffn_up.output_max
    F32
    [1]
  • v.blk.8.ffn_up.output_min
    F32
    [1]
  • v.blk.8.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.8.ln1.weight
    F32
    [768]
  • v.blk.8.ln2.weight
    F32
    [768]
    • v.blk.9
  • v.blk.9.attn_k.input_max
    F32
    [1]
  • v.blk.9.attn_k.input_min
    F32
    [1]
  • v.blk.9.attn_k.output_max
    F32
    [1]
  • v.blk.9.attn_k.output_min
    F32
    [1]
  • v.blk.9.attn_k.weight
    BF16
    [768, 768]
  • v.blk.9.attn_k_norm.weight
    F32
    [64]
  • v.blk.9.attn_out.input_max
    F32
    [1]
  • v.blk.9.attn_out.input_min
    F32
    [1]
  • v.blk.9.attn_out.output_max
    F32
    [1]
  • v.blk.9.attn_out.output_min
    F32
    [1]
  • v.blk.9.attn_out.weight
    BF16
    [768, 768]
  • v.blk.9.attn_post_norm.weight
    F32
    [768]
  • v.blk.9.attn_q.input_max
    F32
    [1]
  • v.blk.9.attn_q.input_min
    F32
    [1]
  • v.blk.9.attn_q.output_max
    F32
    [1]
  • v.blk.9.attn_q.output_min
    F32
    [1]
  • v.blk.9.attn_q.weight
    BF16
    [768, 768]
  • v.blk.9.attn_q_norm.weight
    F32
    [64]
  • v.blk.9.attn_v.input_max
    F32
    [1]
  • v.blk.9.attn_v.input_min
    F32
    [1]
  • v.blk.9.attn_v.output_max
    F32
    [1]
  • v.blk.9.attn_v.output_min
    F32
    [1]
  • v.blk.9.attn_v.weight
    BF16
    [768, 768]
  • v.blk.9.ffn_down.input_max
    F32
    [1]
  • v.blk.9.ffn_down.input_min
    F32
    [1]
  • v.blk.9.ffn_down.output_max
    F32
    [1]
  • v.blk.9.ffn_down.output_min
    F32
    [1]
  • v.blk.9.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.9.ffn_gate.input_max
    F32
    [1]
  • v.blk.9.ffn_gate.input_min
    F32
    [1]
  • v.blk.9.ffn_gate.output_max
    F32
    [1]
  • v.blk.9.ffn_gate.output_min
    F32
    [1]
  • v.blk.9.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.9.ffn_post_norm.weight
    F32
    [768]
  • v.blk.9.ffn_up.input_max
    F32
    [1]
  • v.blk.9.ffn_up.input_min
    F32
    [1]
  • v.blk.9.ffn_up.output_max
    F32
    [1]
  • v.blk.9.ffn_up.output_min
    F32
    [1]
  • v.blk.9.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.9.ln1.weight
    F32
    [768]
  • v.blk.9.ln2.weight
    F32
    [768]
    • v.blk.10
  • v.blk.10.attn_k.input_max
    F32
    [1]
  • v.blk.10.attn_k.input_min
    F32
    [1]
  • v.blk.10.attn_k.output_max
    F32
    [1]
  • v.blk.10.attn_k.output_min
    F32
    [1]
  • v.blk.10.attn_k.weight
    BF16
    [768, 768]
  • v.blk.10.attn_k_norm.weight
    F32
    [64]
  • v.blk.10.attn_out.input_max
    F32
    [1]
  • v.blk.10.attn_out.input_min
    F32
    [1]
  • v.blk.10.attn_out.output_max
    F32
    [1]
  • v.blk.10.attn_out.output_min
    F32
    [1]
  • v.blk.10.attn_out.weight
    BF16
    [768, 768]
  • v.blk.10.attn_post_norm.weight
    F32
    [768]
  • v.blk.10.attn_q.input_max
    F32
    [1]
  • v.blk.10.attn_q.input_min
    F32
    [1]
  • v.blk.10.attn_q.output_max
    F32
    [1]
  • v.blk.10.attn_q.output_min
    F32
    [1]
  • v.blk.10.attn_q.weight
    BF16
    [768, 768]
  • v.blk.10.attn_q_norm.weight
    F32
    [64]
  • v.blk.10.attn_v.input_max
    F32
    [1]
  • v.blk.10.attn_v.input_min
    F32
    [1]
  • v.blk.10.attn_v.output_max
    F32
    [1]
  • v.blk.10.attn_v.output_min
    F32
    [1]
  • v.blk.10.attn_v.weight
    BF16
    [768, 768]
  • v.blk.10.ffn_down.input_max
    F32
    [1]
  • v.blk.10.ffn_down.input_min
    F32
    [1]
  • v.blk.10.ffn_down.output_max
    F32
    [1]
  • v.blk.10.ffn_down.output_min
    F32
    [1]
  • v.blk.10.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.10.ffn_gate.input_max
    F32
    [1]
  • v.blk.10.ffn_gate.input_min
    F32
    [1]
  • v.blk.10.ffn_gate.output_max
    F32
    [1]
  • v.blk.10.ffn_gate.output_min
    F32
    [1]
  • v.blk.10.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.10.ffn_post_norm.weight
    F32
    [768]
  • v.blk.10.ffn_up.input_max
    F32
    [1]
  • v.blk.10.ffn_up.input_min
    F32
    [1]
  • v.blk.10.ffn_up.output_max
    F32
    [1]
  • v.blk.10.ffn_up.output_min
    F32
    [1]
  • v.blk.10.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.10.ln1.weight
    F32
    [768]
  • v.blk.10.ln2.weight
    F32
    [768]
    • v.blk.11
  • v.blk.11.attn_k.input_max
    F32
    [1]
  • v.blk.11.attn_k.input_min
    F32
    [1]
  • v.blk.11.attn_k.output_max
    F32
    [1]
  • v.blk.11.attn_k.output_min
    F32
    [1]
  • v.blk.11.attn_k.weight
    BF16
    [768, 768]
  • v.blk.11.attn_k_norm.weight
    F32
    [64]
  • v.blk.11.attn_out.input_max
    F32
    [1]
  • v.blk.11.attn_out.input_min
    F32
    [1]
  • v.blk.11.attn_out.output_max
    F32
    [1]
  • v.blk.11.attn_out.output_min
    F32
    [1]
  • v.blk.11.attn_out.weight
    BF16
    [768, 768]
  • v.blk.11.attn_post_norm.weight
    F32
    [768]
  • v.blk.11.attn_q.input_max
    F32
    [1]
  • v.blk.11.attn_q.input_min
    F32
    [1]
  • v.blk.11.attn_q.output_max
    F32
    [1]
  • v.blk.11.attn_q.output_min
    F32
    [1]
  • v.blk.11.attn_q.weight
    BF16
    [768, 768]
  • v.blk.11.attn_q_norm.weight
    F32
    [64]
  • v.blk.11.attn_v.input_max
    F32
    [1]
  • v.blk.11.attn_v.input_min
    F32
    [1]
  • v.blk.11.attn_v.output_max
    F32
    [1]
  • v.blk.11.attn_v.output_min
    F32
    [1]
  • v.blk.11.attn_v.weight
    BF16
    [768, 768]
  • v.blk.11.ffn_down.input_max
    F32
    [1]
  • v.blk.11.ffn_down.input_min
    F32
    [1]
  • v.blk.11.ffn_down.output_max
    F32
    [1]
  • v.blk.11.ffn_down.output_min
    F32
    [1]
  • v.blk.11.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.11.ffn_gate.input_max
    F32
    [1]
  • v.blk.11.ffn_gate.input_min
    F32
    [1]
  • v.blk.11.ffn_gate.output_max
    F32
    [1]
  • v.blk.11.ffn_gate.output_min
    F32
    [1]
  • v.blk.11.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.11.ffn_post_norm.weight
    F32
    [768]
  • v.blk.11.ffn_up.input_max
    F32
    [1]
  • v.blk.11.ffn_up.input_min
    F32
    [1]
  • v.blk.11.ffn_up.output_max
    F32
    [1]
  • v.blk.11.ffn_up.output_min
    F32
    [1]
  • v.blk.11.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.11.ln1.weight
    F32
    [768]
  • v.blk.11.ln2.weight
    F32
    [768]
    • v.blk.12
  • v.blk.12.attn_k.input_max
    F32
    [1]
  • v.blk.12.attn_k.input_min
    F32
    [1]
  • v.blk.12.attn_k.output_max
    F32
    [1]
  • v.blk.12.attn_k.output_min
    F32
    [1]
  • v.blk.12.attn_k.weight
    BF16
    [768, 768]
  • v.blk.12.attn_k_norm.weight
    F32
    [64]
  • v.blk.12.attn_out.input_max
    F32
    [1]
  • v.blk.12.attn_out.input_min
    F32
    [1]
  • v.blk.12.attn_out.output_max
    F32
    [1]
  • v.blk.12.attn_out.output_min
    F32
    [1]
  • v.blk.12.attn_out.weight
    BF16
    [768, 768]
  • v.blk.12.attn_post_norm.weight
    F32
    [768]
  • v.blk.12.attn_q.input_max
    F32
    [1]
  • v.blk.12.attn_q.input_min
    F32
    [1]
  • v.blk.12.attn_q.output_max
    F32
    [1]
  • v.blk.12.attn_q.output_min
    F32
    [1]
  • v.blk.12.attn_q.weight
    BF16
    [768, 768]
  • v.blk.12.attn_q_norm.weight
    F32
    [64]
  • v.blk.12.attn_v.input_max
    F32
    [1]
  • v.blk.12.attn_v.input_min
    F32
    [1]
  • v.blk.12.attn_v.output_max
    F32
    [1]
  • v.blk.12.attn_v.output_min
    F32
    [1]
  • v.blk.12.attn_v.weight
    BF16
    [768, 768]
  • v.blk.12.ffn_down.input_max
    F32
    [1]
  • v.blk.12.ffn_down.input_min
    F32
    [1]
  • v.blk.12.ffn_down.output_max
    F32
    [1]
  • v.blk.12.ffn_down.output_min
    F32
    [1]
  • v.blk.12.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.12.ffn_gate.input_max
    F32
    [1]
  • v.blk.12.ffn_gate.input_min
    F32
    [1]
  • v.blk.12.ffn_gate.output_max
    F32
    [1]
  • v.blk.12.ffn_gate.output_min
    F32
    [1]
  • v.blk.12.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.12.ffn_post_norm.weight
    F32
    [768]
  • v.blk.12.ffn_up.input_max
    F32
    [1]
  • v.blk.12.ffn_up.input_min
    F32
    [1]
  • v.blk.12.ffn_up.output_max
    F32
    [1]
  • v.blk.12.ffn_up.output_min
    F32
    [1]
  • v.blk.12.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.12.ln1.weight
    F32
    [768]
  • v.blk.12.ln2.weight
    F32
    [768]
    • v.blk.13
  • v.blk.13.attn_k.input_max
    F32
    [1]
  • v.blk.13.attn_k.input_min
    F32
    [1]
  • v.blk.13.attn_k.output_max
    F32
    [1]
  • v.blk.13.attn_k.output_min
    F32
    [1]
  • v.blk.13.attn_k.weight
    BF16
    [768, 768]
  • v.blk.13.attn_k_norm.weight
    F32
    [64]
  • v.blk.13.attn_out.input_max
    F32
    [1]
  • v.blk.13.attn_out.input_min
    F32
    [1]
  • v.blk.13.attn_out.output_max
    F32
    [1]
  • v.blk.13.attn_out.output_min
    F32
    [1]
  • v.blk.13.attn_out.weight
    BF16
    [768, 768]
  • v.blk.13.attn_post_norm.weight
    F32
    [768]
  • v.blk.13.attn_q.input_max
    F32
    [1]
  • v.blk.13.attn_q.input_min
    F32
    [1]
  • v.blk.13.attn_q.output_max
    F32
    [1]
  • v.blk.13.attn_q.output_min
    F32
    [1]
  • v.blk.13.attn_q.weight
    BF16
    [768, 768]
  • v.blk.13.attn_q_norm.weight
    F32
    [64]
  • v.blk.13.attn_v.input_max
    F32
    [1]
  • v.blk.13.attn_v.input_min
    F32
    [1]
  • v.blk.13.attn_v.output_max
    F32
    [1]
  • v.blk.13.attn_v.output_min
    F32
    [1]
  • v.blk.13.attn_v.weight
    BF16
    [768, 768]
  • v.blk.13.ffn_down.input_max
    F32
    [1]
  • v.blk.13.ffn_down.input_min
    F32
    [1]
  • v.blk.13.ffn_down.output_max
    F32
    [1]
  • v.blk.13.ffn_down.output_min
    F32
    [1]
  • v.blk.13.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.13.ffn_gate.input_max
    F32
    [1]
  • v.blk.13.ffn_gate.input_min
    F32
    [1]
  • v.blk.13.ffn_gate.output_max
    F32
    [1]
  • v.blk.13.ffn_gate.output_min
    F32
    [1]
  • v.blk.13.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.13.ffn_post_norm.weight
    F32
    [768]
  • v.blk.13.ffn_up.input_max
    F32
    [1]
  • v.blk.13.ffn_up.input_min
    F32
    [1]
  • v.blk.13.ffn_up.output_max
    F32
    [1]
  • v.blk.13.ffn_up.output_min
    F32
    [1]
  • v.blk.13.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.13.ln1.weight
    F32
    [768]
  • v.blk.13.ln2.weight
    F32
    [768]
    • v.blk.14
  • v.blk.14.attn_k.input_max
    F32
    [1]
  • v.blk.14.attn_k.input_min
    F32
    [1]
  • v.blk.14.attn_k.output_max
    F32
    [1]
  • v.blk.14.attn_k.output_min
    F32
    [1]
  • v.blk.14.attn_k.weight
    BF16
    [768, 768]
  • v.blk.14.attn_k_norm.weight
    F32
    [64]
  • v.blk.14.attn_out.input_max
    F32
    [1]
  • v.blk.14.attn_out.input_min
    F32
    [1]
  • v.blk.14.attn_out.output_max
    F32
    [1]
  • v.blk.14.attn_out.output_min
    F32
    [1]
  • v.blk.14.attn_out.weight
    BF16
    [768, 768]
  • v.blk.14.attn_post_norm.weight
    F32
    [768]
  • v.blk.14.attn_q.input_max
    F32
    [1]
  • v.blk.14.attn_q.input_min
    F32
    [1]
  • v.blk.14.attn_q.output_max
    F32
    [1]
  • v.blk.14.attn_q.output_min
    F32
    [1]
  • v.blk.14.attn_q.weight
    BF16
    [768, 768]
  • v.blk.14.attn_q_norm.weight
    F32
    [64]
  • v.blk.14.attn_v.input_max
    F32
    [1]
  • v.blk.14.attn_v.input_min
    F32
    [1]
  • v.blk.14.attn_v.output_max
    F32
    [1]
  • v.blk.14.attn_v.output_min
    F32
    [1]
  • v.blk.14.attn_v.weight
    BF16
    [768, 768]
  • v.blk.14.ffn_down.input_max
    F32
    [1]
  • v.blk.14.ffn_down.input_min
    F32
    [1]
  • v.blk.14.ffn_down.output_max
    F32
    [1]
  • v.blk.14.ffn_down.output_min
    F32
    [1]
  • v.blk.14.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.14.ffn_gate.input_max
    F32
    [1]
  • v.blk.14.ffn_gate.input_min
    F32
    [1]
  • v.blk.14.ffn_gate.output_max
    F32
    [1]
  • v.blk.14.ffn_gate.output_min
    F32
    [1]
  • v.blk.14.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.14.ffn_post_norm.weight
    F32
    [768]
  • v.blk.14.ffn_up.input_max
    F32
    [1]
  • v.blk.14.ffn_up.input_min
    F32
    [1]
  • v.blk.14.ffn_up.output_max
    F32
    [1]
  • v.blk.14.ffn_up.output_min
    F32
    [1]
  • v.blk.14.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.14.ln1.weight
    F32
    [768]
  • v.blk.14.ln2.weight
    F32
    [768]
    • v.blk.15
  • v.blk.15.attn_k.input_max
    F32
    [1]
  • v.blk.15.attn_k.input_min
    F32
    [1]
  • v.blk.15.attn_k.output_max
    F32
    [1]
  • v.blk.15.attn_k.output_min
    F32
    [1]
  • v.blk.15.attn_k.weight
    BF16
    [768, 768]
  • v.blk.15.attn_k_norm.weight
    F32
    [64]
  • v.blk.15.attn_out.input_max
    F32
    [1]
  • v.blk.15.attn_out.input_min
    F32
    [1]
  • v.blk.15.attn_out.output_max
    F32
    [1]
  • v.blk.15.attn_out.output_min
    F32
    [1]
  • v.blk.15.attn_out.weight
    BF16
    [768, 768]
  • v.blk.15.attn_post_norm.weight
    F32
    [768]
  • v.blk.15.attn_q.input_max
    F32
    [1]
  • v.blk.15.attn_q.input_min
    F32
    [1]
  • v.blk.15.attn_q.output_max
    F32
    [1]
  • v.blk.15.attn_q.output_min
    F32
    [1]
  • v.blk.15.attn_q.weight
    BF16
    [768, 768]
  • v.blk.15.attn_q_norm.weight
    F32
    [64]
  • v.blk.15.attn_v.input_max
    F32
    [1]
  • v.blk.15.attn_v.input_min
    F32
    [1]
  • v.blk.15.attn_v.output_max
    F32
    [1]
  • v.blk.15.attn_v.output_min
    F32
    [1]
  • v.blk.15.attn_v.weight
    BF16
    [768, 768]
  • v.blk.15.ffn_down.input_max
    F32
    [1]
  • v.blk.15.ffn_down.input_min
    F32
    [1]
  • v.blk.15.ffn_down.output_max
    F32
    [1]
  • v.blk.15.ffn_down.output_min
    F32
    [1]
  • v.blk.15.ffn_down.weight
    BF16
    [3072, 768]
  • v.blk.15.ffn_gate.input_max
    F32
    [1]
  • v.blk.15.ffn_gate.input_min
    F32
    [1]
  • v.blk.15.ffn_gate.output_max
    F32
    [1]
  • v.blk.15.ffn_gate.output_min
    F32
    [1]
  • v.blk.15.ffn_gate.weight
    BF16
    [768, 3072]
  • v.blk.15.ffn_post_norm.weight
    F32
    [768]
  • v.blk.15.ffn_up.input_max
    F32
    [1]
  • v.blk.15.ffn_up.input_min
    F32
    [1]
  • v.blk.15.ffn_up.output_max
    F32
    [1]
  • v.blk.15.ffn_up.output_min
    F32
    [1]
  • v.blk.15.ffn_up.weight
    BF16
    [768, 3072]
  • v.blk.15.ln1.weight
    F32
    [768]
  • v.blk.15.ln2.weight
    F32
    [768]
  • v.patch_embd.weight
    F32
    [16, 16, 3, 768]
  • v.position_embd.weight
    F32
    [768, 10240, 2]