Natuworkguy/ flash-onyx-2.1:31b

41 1 month ago

The agent that finishes, faster. Onyx 2.1 says in one sentence what took five, starts answering in half the time, and still tells you what is still open. Reads code and images. 12B and 31B, 32K context.

vision tools thinking 12b 31b
... /
model
280af6832eca · 20GB
    Metadata
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  • general.file_type
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    F32
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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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    F16
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    F32
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    F32
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    F16
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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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    F16
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    F16
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    F32
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    F32
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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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    F16
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    F16
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    F32
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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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  • v.blk.5.attn_q_norm.weight
    F32
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    F16
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    F16
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    F16
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    F32
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    F16
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    F32
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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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  • v.blk.6.attn_q_norm.weight
    F32
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    F16
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    F16
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    F16
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    F32
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    F16
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    F32
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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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  • v.blk.7.attn_q_norm.weight
    F32
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    F16
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    F16
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    F16
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    F32
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    F16
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    F32
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  • v.blk.7.ln2.weight
    F32
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  • v.blk.8.attn_k.weight
    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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  • v.blk.8.attn_q_norm.weight
    F32
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    F16
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    F16
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    F16
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    F32
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    F16
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    F32
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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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  • v.blk.9.attn_q_norm.weight
    F32
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    F16
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    F16
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    F16
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    F32
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    F16
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    F32
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    F32
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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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    F16
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    F16
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    F32
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    F16
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    F32
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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
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    F16
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    F16
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    F16
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    F16
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    F32
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    F16
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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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    F16
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  • v.blk.15.ffn_gate.weight
    F16
    [1152, 4304]
  • v.blk.15.ffn_post_norm.weight
    F32
    [1152]
  • v.blk.15.ffn_up.weight
    F16
    [1152, 4304]
  • v.blk.15.ln1.weight
    F32
    [1152]
  • v.blk.15.ln2.weight
    F32
    [1152]
    • v.blk.16
  • v.blk.16.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.16.attn_k_norm.weight
    F32
    [72]
  • v.blk.16.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.16.attn_post_norm.weight
    F32
    [1152]
  • v.blk.16.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.16.attn_q_norm.weight
    F32
    [72]
  • v.blk.16.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.16.ffn_down.weight
    F16
    [4304, 1152]
  • v.blk.16.ffn_gate.weight
    F16
    [1152, 4304]
  • v.blk.16.ffn_post_norm.weight
    F32
    [1152]
  • v.blk.16.ffn_up.weight
    F16
    [1152, 4304]
  • v.blk.16.ln1.weight
    F32
    [1152]
  • v.blk.16.ln2.weight
    F32
    [1152]
    • v.blk.17
  • v.blk.17.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.17.attn_k_norm.weight
    F32
    [72]
  • v.blk.17.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.17.attn_post_norm.weight
    F32
    [1152]
  • v.blk.17.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.17.attn_q_norm.weight
    F32
    [72]
  • v.blk.17.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.17.ffn_down.weight
    F16
    [4304, 1152]
  • v.blk.17.ffn_gate.weight
    F16
    [1152, 4304]
  • v.blk.17.ffn_post_norm.weight
    F32
    [1152]
  • v.blk.17.ffn_up.weight
    F16
    [1152, 4304]
  • v.blk.17.ln1.weight
    F32
    [1152]
  • v.blk.17.ln2.weight
    F32
    [1152]
    • v.blk.18
  • v.blk.18.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.18.attn_k_norm.weight
    F32
    [72]
  • v.blk.18.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.18.attn_post_norm.weight
    F32
    [1152]
  • v.blk.18.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.18.attn_q_norm.weight
    F32
    [72]
  • v.blk.18.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.18.ffn_down.weight
    F16
    [4304, 1152]
  • v.blk.18.ffn_gate.weight
    F16
    [1152, 4304]
  • v.blk.18.ffn_post_norm.weight
    F32
    [1152]
  • v.blk.18.ffn_up.weight
    F16
    [1152, 4304]
  • v.blk.18.ln1.weight
    F32
    [1152]
  • v.blk.18.ln2.weight
    F32
    [1152]
    • v.blk.19
  • v.blk.19.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.19.attn_k_norm.weight
    F32
    [72]
  • v.blk.19.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.19.attn_post_norm.weight
    F32
    [1152]
  • v.blk.19.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.19.attn_q_norm.weight
    F32
    [72]
  • v.blk.19.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.19.ffn_down.weight
    F16
    [4304, 1152]
  • v.blk.19.ffn_gate.weight
    F16
    [1152, 4304]
  • v.blk.19.ffn_post_norm.weight
    F32
    [1152]
  • v.blk.19.ffn_up.weight
    F16
    [1152, 4304]
  • v.blk.19.ln1.weight
    F32
    [1152]
  • v.blk.19.ln2.weight
    F32
    [1152]
    • v.blk.20
  • v.blk.20.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.20.attn_k_norm.weight
    F32
    [72]
  • v.blk.20.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.20.attn_post_norm.weight
    F32
    [1152]
  • v.blk.20.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.20.attn_q_norm.weight
    F32
    [72]
  • v.blk.20.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.20.ffn_down.weight
    F16
    [4304, 1152]
  • v.blk.20.ffn_gate.weight
    F16
    [1152, 4304]
  • v.blk.20.ffn_post_norm.weight
    F32
    [1152]
  • v.blk.20.ffn_up.weight
    F16
    [1152, 4304]
  • v.blk.20.ln1.weight
    F32
    [1152]
  • v.blk.20.ln2.weight
    F32
    [1152]
    • v.blk.21
  • v.blk.21.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.21.attn_k_norm.weight
    F32
    [72]
  • v.blk.21.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.21.attn_post_norm.weight
    F32
    [1152]
  • v.blk.21.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.21.attn_q_norm.weight
    F32
    [72]
  • v.blk.21.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.21.ffn_down.weight
    F16
    [4304, 1152]
  • v.blk.21.ffn_gate.weight
    F16
    [1152, 4304]
  • v.blk.21.ffn_post_norm.weight
    F32
    [1152]
  • v.blk.21.ffn_up.weight
    F16
    [1152, 4304]
  • v.blk.21.ln1.weight
    F32
    [1152]
  • v.blk.21.ln2.weight
    F32
    [1152]
    • v.blk.22
  • v.blk.22.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.22.attn_k_norm.weight
    F32
    [72]
  • v.blk.22.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.22.attn_post_norm.weight
    F32
    [1152]
  • v.blk.22.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.22.attn_q_norm.weight
    F32
    [72]
  • v.blk.22.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.22.ffn_down.weight
    F16
    [4304, 1152]
  • v.blk.22.ffn_gate.weight
    F16
    [1152, 4304]
  • v.blk.22.ffn_post_norm.weight
    F32
    [1152]
  • v.blk.22.ffn_up.weight
    F16
    [1152, 4304]
  • v.blk.22.ln1.weight
    F32
    [1152]
  • v.blk.22.ln2.weight
    F32
    [1152]
    • v.blk.23
  • v.blk.23.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.23.attn_k_norm.weight
    F32
    [72]
  • v.blk.23.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.23.attn_post_norm.weight
    F32
    [1152]
  • v.blk.23.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.23.attn_q_norm.weight
    F32
    [72]
  • v.blk.23.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.23.ffn_down.weight
    F16
    [4304, 1152]
  • v.blk.23.ffn_gate.weight
    F16
    [1152, 4304]
  • v.blk.23.ffn_post_norm.weight
    F32
    [1152]
  • v.blk.23.ffn_up.weight
    F16
    [1152, 4304]
  • v.blk.23.ln1.weight
    F32
    [1152]
  • v.blk.23.ln2.weight
    F32
    [1152]
    • v.blk.24
  • v.blk.24.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.24.attn_k_norm.weight
    F32
    [72]
  • v.blk.24.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.24.attn_post_norm.weight
    F32
    [1152]
  • v.blk.24.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.24.attn_q_norm.weight
    F32
    [72]
  • v.blk.24.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.24.ffn_down.weight
    F16
    [4304, 1152]
  • v.blk.24.ffn_gate.weight
    F16
    [1152, 4304]
  • v.blk.24.ffn_post_norm.weight
    F32
    [1152]
  • v.blk.24.ffn_up.weight
    F16
    [1152, 4304]
  • v.blk.24.ln1.weight
    F32
    [1152]
  • v.blk.24.ln2.weight
    F32
    [1152]
    • v.blk.25
  • v.blk.25.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.25.attn_k_norm.weight
    F32
    [72]
  • v.blk.25.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.25.attn_post_norm.weight
    F32
    [1152]
  • v.blk.25.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.25.attn_q_norm.weight
    F32
    [72]
  • v.blk.25.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.25.ffn_down.weight
    F16
    [4304, 1152]
  • v.blk.25.ffn_gate.weight
    F16
    [1152, 4304]
  • v.blk.25.ffn_post_norm.weight
    F32
    [1152]
  • v.blk.25.ffn_up.weight
    F16
    [1152, 4304]
  • v.blk.25.ln1.weight
    F32
    [1152]
  • v.blk.25.ln2.weight
    F32
    [1152]
    • v.blk.26
  • v.blk.26.attn_k.weight
    F16
    [1152, 1152]
  • v.blk.26.attn_k_norm.weight
    F32
    [72]
  • v.blk.26.attn_out.weight
    F16
    [1152, 1152]
  • v.blk.26.attn_post_norm.weight
    F32
    [1152]
  • v.blk.26.attn_q.weight
    F16
    [1152, 1152]
  • v.blk.26.attn_q_norm.weight
    F32
    [72]
  • v.blk.26.attn_v.weight
    F16
    [1152, 1152]
  • v.blk.26.ffn_down.weight
    F16
    [4304, 1152]
  • v.blk.26.ffn_gate.weight
    F16
    [1152, 4304]
  • v.blk.26.ffn_post_norm.weight
    F32
    [1152]
  • v.blk.26.ffn_up.weight
    F16
    [1152, 4304]
  • v.blk.26.ln1.weight
    F32
    [1152]
  • v.blk.26.ln2.weight
    F32
    [1152]
  • v.patch_embd.weight
    F16
    [16, 16, 3, 1152]
  • v.position_embd.weight
    F32
    [1152, 10240, 2]
  • v.std_bias
    F32
    [1152]
  • v.std_scale
    F32
    [1152]
  • output_norm.weight
    F32
    [5376]