136 2 days ago

An update to Mistral Small that improves on function calling, instruction following, and less repetition errors. (quantized UD-Q5_K_XL)

vision tools 24b
d6af684ae913 · 878MB
    Metadata
  • general.architecture
    clip
  • general.file_type
    F16
  • clip.has_vision_encoder
    true
  • clip.projector_type
    pixtral
  • clip.use_silu
    true
  • clip.vision.attention.head_count
    16
  • clip.vision.attention.layer_norm_epsilon
    1e-05
  • clip.vision.block_count
    24
  • clip.vision.embedding_length
    1024
  • clip.vision.feed_forward_length
    4096
  • clip.vision.image_mean
    [0.48145467, 0.4578275, 0.40821072]
  • clip.vision.image_size
    1540
  • clip.vision.image_std
    [0.26862955, 0.2613026, 0.2757771]
  • clip.vision.patch_size
    14
  • clip.vision.projection_dim
    5120
  • clip.vision.spatial_merge_size
    2
  • Tensor
  • mm.1.weight
    F16
    [1024, 5120]
  • mm.2.weight
    F16
    [5120, 5120]
  • mm.input_norm.weight
    F32
    [1024]
  • mm.patch_merger.weight
    F16
    [4096, 1024]
  • v.blk.0
  • v.blk.0.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.0.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.0.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.0.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.0.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.0.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.0.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.0.ln1.weight
    F32
    [1024]
  • v.blk.0.ln2.weight
    F32
    [1024]
  • v.blk.1
  • v.blk.1.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.1.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.1.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.1.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.1.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.1.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.1.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.1.ln1.weight
    F32
    [1024]
  • v.blk.1.ln2.weight
    F32
    [1024]
  • v.blk.2
  • v.blk.2.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.2.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.2.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.2.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.2.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.2.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.2.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.2.ln1.weight
    F32
    [1024]
  • v.blk.2.ln2.weight
    F32
    [1024]
  • v.blk.3
  • v.blk.3.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.3.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.3.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.3.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.3.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.3.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.3.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.3.ln1.weight
    F32
    [1024]
  • v.blk.3.ln2.weight
    F32
    [1024]
  • v.blk.4
  • v.blk.4.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.4.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.4.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.4.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.4.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.4.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.4.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.4.ln1.weight
    F32
    [1024]
  • v.blk.4.ln2.weight
    F32
    [1024]
  • v.blk.5
  • v.blk.5.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.5.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.5.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.5.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.5.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.5.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.5.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.5.ln1.weight
    F32
    [1024]
  • v.blk.5.ln2.weight
    F32
    [1024]
  • v.blk.6
  • v.blk.6.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.6.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.6.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.6.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.6.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.6.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.6.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.6.ln1.weight
    F32
    [1024]
  • v.blk.6.ln2.weight
    F32
    [1024]
  • v.blk.7
  • v.blk.7.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.7.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.7.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.7.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.7.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.7.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.7.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.7.ln1.weight
    F32
    [1024]
  • v.blk.7.ln2.weight
    F32
    [1024]
  • v.blk.8
  • v.blk.8.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.8.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.8.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.8.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.8.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.8.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.8.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.8.ln1.weight
    F32
    [1024]
  • v.blk.8.ln2.weight
    F32
    [1024]
  • v.blk.9
  • v.blk.9.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.9.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.9.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.9.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.9.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.9.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.9.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.9.ln1.weight
    F32
    [1024]
  • v.blk.9.ln2.weight
    F32
    [1024]
  • v.blk.10
  • v.blk.10.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.10.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.10.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.10.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.10.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.10.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.10.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.10.ln1.weight
    F32
    [1024]
  • v.blk.10.ln2.weight
    F32
    [1024]
  • v.blk.11
  • v.blk.11.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.11.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.11.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.11.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.11.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.11.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.11.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.11.ln1.weight
    F32
    [1024]
  • v.blk.11.ln2.weight
    F32
    [1024]
  • v.blk.12
  • v.blk.12.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.12.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.12.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.12.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.12.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.12.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.12.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.12.ln1.weight
    F32
    [1024]
  • v.blk.12.ln2.weight
    F32
    [1024]
  • v.blk.13
  • v.blk.13.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.13.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.13.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.13.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.13.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.13.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.13.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.13.ln1.weight
    F32
    [1024]
  • v.blk.13.ln2.weight
    F32
    [1024]
  • v.blk.14
  • v.blk.14.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.14.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.14.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.14.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.14.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.14.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.14.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.14.ln1.weight
    F32
    [1024]
  • v.blk.14.ln2.weight
    F32
    [1024]
  • v.blk.15
  • v.blk.15.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.15.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.15.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.15.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.15.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.15.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.15.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.15.ln1.weight
    F32
    [1024]
  • v.blk.15.ln2.weight
    F32
    [1024]
  • v.blk.16
  • v.blk.16.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.16.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.16.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.16.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.16.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.16.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.16.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.16.ln1.weight
    F32
    [1024]
  • v.blk.16.ln2.weight
    F32
    [1024]
  • v.blk.17
  • v.blk.17.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.17.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.17.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.17.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.17.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.17.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.17.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.17.ln1.weight
    F32
    [1024]
  • v.blk.17.ln2.weight
    F32
    [1024]
  • v.blk.18
  • v.blk.18.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.18.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.18.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.18.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.18.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.18.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.18.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.18.ln1.weight
    F32
    [1024]
  • v.blk.18.ln2.weight
    F32
    [1024]
  • v.blk.19
  • v.blk.19.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.19.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.19.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.19.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.19.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.19.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.19.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.19.ln1.weight
    F32
    [1024]
  • v.blk.19.ln2.weight
    F32
    [1024]
  • v.blk.20
  • v.blk.20.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.20.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.20.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.20.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.20.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.20.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.20.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.20.ln1.weight
    F32
    [1024]
  • v.blk.20.ln2.weight
    F32
    [1024]
  • v.blk.21
  • v.blk.21.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.21.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.21.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.21.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.21.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.21.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.21.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.21.ln1.weight
    F32
    [1024]
  • v.blk.21.ln2.weight
    F32
    [1024]
  • v.blk.22
  • v.blk.22.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.22.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.22.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.22.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.22.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.22.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.22.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.22.ln1.weight
    F32
    [1024]
  • v.blk.22.ln2.weight
    F32
    [1024]
  • v.blk.23
  • v.blk.23.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.23.attn_out.weight
    F16
    [1024, 1024]
  • v.blk.23.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.23.attn_v.weight
    F16
    [1024, 1024]
  • v.blk.23.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.23.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.23.ffn_up.weight
    F16
    [1024, 4096]
  • v.blk.23.ln1.weight
    F32
    [1024]
  • v.blk.23.ln2.weight
    F32
    [1024]
  • v.patch_embd.weight
    F16
    [14, 14, 3, 1024]
  • v.pre_ln.weight
    F32
    [1024]
  • v.token_embd.img_break
    F32
    [5120]