devstral-small-2:latest

22 2 hours ago

24B model that excels at using tools to explore codebases, editing multiple files and power software engineering agents.

vision tools cloud 24b
... /
model
c580819bed79 · 15GB
    Metadata
  • general.architecture
    mistral3
  • general.file_type
    Q4_K_M
  • mistral3.attention.head_count
    32
  • mistral3.attention.head_count_kv
    8
  • mistral3.attention.key_length
    128
  • mistral3.attention.layer_norm_rms_epsilon
    1e-05
  • mistral3.attention.value_length
    128
  • mistral3.block_count
    40
  • mistral3.context_length
    393216
  • mistral3.embedding_length
    5120
  • mistral3.feed_forward_length
    32768
  • mistral3.image_token_index
    10
  • mistral3.mm.projector_bias
    false
  • mistral3.mm.projector_hidden_act
    gelu
  • mistral3.rope.dimension_count
    128
  • mistral3.rope.freq_base
    1e+08
  • mistral3.rope.scaling.beta_fast
    32
  • mistral3.rope.scaling.beta_slow
    1
  • mistral3.rope.scaling.factor
    48
  • mistral3.rope.scaling.mscale
    1
  • mistral3.rope.scaling.mscale_all_dim
    1
  • mistral3.rope.scaling.original_context_length
    8192
  • mistral3.rope.scaling.type
    yarn
  • mistral3.rope.scaling_beta
    0.1
  • mistral3.spatial_merge_size
    2
  • mistral3.vision.attention.head_count
    16
  • mistral3.vision.attention.key_length
    64
  • mistral3.vision.block_count
    24
  • mistral3.vision.embedding_length
    1024
  • mistral3.vision.feed_forward_length
    4096
  • mistral3.vision.image_size
    1540
  • mistral3.vision.num_channels
    3
  • mistral3.vision.patch_size
    14
  • mistral3.vision.rope.freq_base
    10000
  • mistral3.vocab_size
    131072
  • 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
    1
  • tokenizer.ggml.eos_token_id
    2
  • tokenizer.ggml.merges
    [Ġ Ġ, Ġ t, e r, i n, Ġ ĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    11
  • tokenizer.ggml.pre
    default
  • tokenizer.ggml.scores
    [0, 1, 2, 3, 4, ...]
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<unk>, <s>, </s>, [INST], [/INST], ...]
  • tokenizer.ggml.unknown_token_id
    0
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  • blk.25.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.25.attn_norm.weight
    F32
    [5120]
  • blk.25.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.25.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.25.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.25.ffn_down.weight
    Q6_K
    [32768, 5120]
  • blk.25.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.25.ffn_norm.weight
    F32
    [5120]
  • blk.25.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.26
  • blk.26.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.26.attn_norm.weight
    F32
    [5120]
  • blk.26.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.26.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.26.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.26.ffn_down.weight
    Q4_K
    [32768, 5120]
  • blk.26.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.26.ffn_norm.weight
    F32
    [5120]
  • blk.26.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.27
  • blk.27.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.27.attn_norm.weight
    F32
    [5120]
  • blk.27.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.27.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.27.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.27.ffn_down.weight
    Q4_K
    [32768, 5120]
  • blk.27.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.27.ffn_norm.weight
    F32
    [5120]
  • blk.27.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.28
  • blk.28.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.28.attn_norm.weight
    F32
    [5120]
  • blk.28.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.28.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.28.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.28.ffn_down.weight
    Q6_K
    [32768, 5120]
  • blk.28.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.28.ffn_norm.weight
    F32
    [5120]
  • blk.28.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.29
  • blk.29.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.29.attn_norm.weight
    F32
    [5120]
  • blk.29.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.29.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.29.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.29.ffn_down.weight
    Q4_K
    [32768, 5120]
  • blk.29.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.29.ffn_norm.weight
    F32
    [5120]
  • blk.29.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.30
  • blk.30.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.30.attn_norm.weight
    F32
    [5120]
  • blk.30.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.30.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.30.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.30.ffn_down.weight
    Q4_K
    [32768, 5120]
  • blk.30.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.30.ffn_norm.weight
    F32
    [5120]
  • blk.30.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.31
  • blk.31.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.31.attn_norm.weight
    F32
    [5120]
  • blk.31.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.31.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.31.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.31.ffn_down.weight
    Q6_K
    [32768, 5120]
  • blk.31.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.31.ffn_norm.weight
    F32
    [5120]
  • blk.31.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.32
  • blk.32.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.32.attn_norm.weight
    F32
    [5120]
  • blk.32.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.32.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.32.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.32.ffn_down.weight
    Q4_K
    [32768, 5120]
  • blk.32.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.32.ffn_norm.weight
    F32
    [5120]
  • blk.32.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.33
  • blk.33.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.33.attn_norm.weight
    F32
    [5120]
  • blk.33.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.33.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.33.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.33.ffn_down.weight
    Q4_K
    [32768, 5120]
  • blk.33.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.33.ffn_norm.weight
    F32
    [5120]
  • blk.33.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.34
  • blk.34.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.34.attn_norm.weight
    F32
    [5120]
  • blk.34.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.34.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.34.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.34.ffn_down.weight
    Q6_K
    [32768, 5120]
  • blk.34.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.34.ffn_norm.weight
    F32
    [5120]
  • blk.34.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.35
  • blk.35.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.35.attn_norm.weight
    F32
    [5120]
  • blk.35.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.35.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.35.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.35.ffn_down.weight
    Q6_K
    [32768, 5120]
  • blk.35.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.35.ffn_norm.weight
    F32
    [5120]
  • blk.35.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.36
  • blk.36.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.36.attn_norm.weight
    F32
    [5120]
  • blk.36.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.36.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.36.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.36.ffn_down.weight
    Q6_K
    [32768, 5120]
  • blk.36.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.36.ffn_norm.weight
    F32
    [5120]
  • blk.36.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.37
  • blk.37.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.37.attn_norm.weight
    F32
    [5120]
  • blk.37.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.37.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.37.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.37.ffn_down.weight
    Q6_K
    [32768, 5120]
  • blk.37.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.37.ffn_norm.weight
    F32
    [5120]
  • blk.37.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.38
  • blk.38.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.38.attn_norm.weight
    F32
    [5120]
  • blk.38.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.38.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.38.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.38.ffn_down.weight
    Q6_K
    [32768, 5120]
  • blk.38.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.38.ffn_norm.weight
    F32
    [5120]
  • blk.38.ffn_up.weight
    Q4_K
    [5120, 32768]
    • blk.39
  • blk.39.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.39.attn_norm.weight
    F32
    [5120]
  • blk.39.attn_output.weight
    Q4_K
    [4096, 5120]
  • blk.39.attn_q.weight
    Q4_K
    [5120, 4096]
  • blk.39.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.39.ffn_down.weight
    Q6_K
    [32768, 5120]
  • blk.39.ffn_gate.weight
    Q4_K
    [5120, 32768]
  • blk.39.ffn_norm.weight
    F32
    [5120]
  • blk.39.ffn_up.weight
    Q4_K
    [5120, 32768]
  • mm.linear_1.weight
    BF16
    [1024, 5120]
  • mm.linear_2.weight
    BF16
    [5120, 5120]
  • mm.norm.weight
    F32
    [1024]
  • mm.patch_merger.merging_layer.weight
    BF16
    [4096, 1024]
  • output.weight
    Q6_K
    [5120, 131072]
    • v.blk.0
  • v.blk.0.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.0.attn_norm.weight
    F32
    [1024]
  • v.blk.0.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.0.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.0.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.0.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.0.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.0.ffn_norm.weight
    F32
    [1024]
  • v.blk.0.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.1
  • v.blk.1.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.1.attn_norm.weight
    F32
    [1024]
  • v.blk.1.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.1.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.1.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.1.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.1.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.1.ffn_norm.weight
    F32
    [1024]
  • v.blk.1.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.2
  • v.blk.2.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.2.attn_norm.weight
    F32
    [1024]
  • v.blk.2.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.2.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.2.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.2.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.2.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.2.ffn_norm.weight
    F32
    [1024]
  • v.blk.2.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.3
  • v.blk.3.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.3.attn_norm.weight
    F32
    [1024]
  • v.blk.3.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.3.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.3.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.3.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.3.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.3.ffn_norm.weight
    F32
    [1024]
  • v.blk.3.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.4
  • v.blk.4.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.4.attn_norm.weight
    F32
    [1024]
  • v.blk.4.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.4.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.4.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.4.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.4.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.4.ffn_norm.weight
    F32
    [1024]
  • v.blk.4.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.5
  • v.blk.5.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.5.attn_norm.weight
    F32
    [1024]
  • v.blk.5.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.5.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.5.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.5.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.5.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.5.ffn_norm.weight
    F32
    [1024]
  • v.blk.5.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.6
  • v.blk.6.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.6.attn_norm.weight
    F32
    [1024]
  • v.blk.6.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.6.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.6.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.6.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.6.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.6.ffn_norm.weight
    F32
    [1024]
  • v.blk.6.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.7
  • v.blk.7.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.7.attn_norm.weight
    F32
    [1024]
  • v.blk.7.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.7.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.7.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.7.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.7.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.7.ffn_norm.weight
    F32
    [1024]
  • v.blk.7.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.8
  • v.blk.8.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.8.attn_norm.weight
    F32
    [1024]
  • v.blk.8.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.8.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.8.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.8.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.8.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.8.ffn_norm.weight
    F32
    [1024]
  • v.blk.8.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.9
  • v.blk.9.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.9.attn_norm.weight
    F32
    [1024]
  • v.blk.9.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.9.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.9.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.9.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.9.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.9.ffn_norm.weight
    F32
    [1024]
  • v.blk.9.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.10
  • v.blk.10.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.10.attn_norm.weight
    F32
    [1024]
  • v.blk.10.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.10.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.10.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.10.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.10.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.10.ffn_norm.weight
    F32
    [1024]
  • v.blk.10.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.11
  • v.blk.11.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.11.attn_norm.weight
    F32
    [1024]
  • v.blk.11.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.11.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.11.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.11.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.11.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.11.ffn_norm.weight
    F32
    [1024]
  • v.blk.11.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.12
  • v.blk.12.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.12.attn_norm.weight
    F32
    [1024]
  • v.blk.12.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.12.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.12.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.12.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.12.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.12.ffn_norm.weight
    F32
    [1024]
  • v.blk.12.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.13
  • v.blk.13.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.13.attn_norm.weight
    F32
    [1024]
  • v.blk.13.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.13.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.13.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.13.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.13.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.13.ffn_norm.weight
    F32
    [1024]
  • v.blk.13.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.14
  • v.blk.14.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.14.attn_norm.weight
    F32
    [1024]
  • v.blk.14.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.14.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.14.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.14.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.14.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.14.ffn_norm.weight
    F32
    [1024]
  • v.blk.14.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.15
  • v.blk.15.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.15.attn_norm.weight
    F32
    [1024]
  • v.blk.15.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.15.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.15.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.15.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.15.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.15.ffn_norm.weight
    F32
    [1024]
  • v.blk.15.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.16
  • v.blk.16.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.16.attn_norm.weight
    F32
    [1024]
  • v.blk.16.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.16.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.16.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.16.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.16.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.16.ffn_norm.weight
    F32
    [1024]
  • v.blk.16.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.17
  • v.blk.17.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.17.attn_norm.weight
    F32
    [1024]
  • v.blk.17.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.17.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.17.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.17.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.17.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.17.ffn_norm.weight
    F32
    [1024]
  • v.blk.17.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.18
  • v.blk.18.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.18.attn_norm.weight
    F32
    [1024]
  • v.blk.18.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.18.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.18.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.18.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.18.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.18.ffn_norm.weight
    F32
    [1024]
  • v.blk.18.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.19
  • v.blk.19.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.19.attn_norm.weight
    F32
    [1024]
  • v.blk.19.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.19.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.19.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.19.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.19.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.19.ffn_norm.weight
    F32
    [1024]
  • v.blk.19.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.20
  • v.blk.20.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.20.attn_norm.weight
    F32
    [1024]
  • v.blk.20.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.20.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.20.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.20.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.20.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.20.ffn_norm.weight
    F32
    [1024]
  • v.blk.20.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.21
  • v.blk.21.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.21.attn_norm.weight
    F32
    [1024]
  • v.blk.21.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.21.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.21.attn_v.weight
    Q4_K
    [1024, 1024]
  • v.blk.21.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.21.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.21.ffn_norm.weight
    F32
    [1024]
  • v.blk.21.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.22
  • v.blk.22.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.22.attn_norm.weight
    F32
    [1024]
  • v.blk.22.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.22.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.22.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.22.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.22.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.22.ffn_norm.weight
    F32
    [1024]
  • v.blk.22.ffn_up.weight
    F16
    [1024, 4096]
    • v.blk.23
  • v.blk.23.attn_k.weight
    F16
    [1024, 1024]
  • v.blk.23.attn_norm.weight
    F32
    [1024]
  • v.blk.23.attn_output.weight
    F16
    [1024, 1024]
  • v.blk.23.attn_q.weight
    F16
    [1024, 1024]
  • v.blk.23.attn_v.weight
    Q6_K
    [1024, 1024]
  • v.blk.23.ffn_down.weight
    F16
    [4096, 1024]
  • v.blk.23.ffn_gate.weight
    F16
    [1024, 4096]
  • v.blk.23.ffn_norm.weight
    F32
    [1024]
  • v.blk.23.ffn_up.weight
    F16
    [1024, 4096]
  • v.encoder_norm.weight
    F32
    [1024]
  • v.patch_conv.weight
    F16
    [14, 14, 3, 1024]
  • output_norm.weight
    F32
    [5120]