command-r

Command R is a Large Language Model optimized for conversational interaction and long context tasks.

tools 35b

242.8K 2 months ago

32 Tags
... /
model
d3965f1bd415 · 22GB
    Metadata
  • command-r.attention.head_count
    64
  • command-r.attention.head_count_kv
    64
  • command-r.attention.layer_norm_epsilon
    1e-05
  • command-r.block_count
    40
  • command-r.context_length
    131072
  • command-r.embedding_length
    8192
  • command-r.feed_forward_length
    22528
  • command-r.logit_scale
    0.0625
  • command-r.rope.freq_base
    8e+06
  • command-r.rope.scaling.type
    none
  • general.architecture
    command-r
  • general.file_type
    3
  • general.name
    c4ai-command-r-v01
  • general.quantization_version
    2
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    5
  • tokenizer.ggml.eos_token_id
    255001
  • tokenizer.ggml.merges
    [Ġ Ġ, Ġ t, e r, i n, Ġ a, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<PAD>, <UNK>, <CLS>, <SEP>, <MASK_TOKEN>, ...]
    • Tensor
  • Name
    Type
    Shape
  • token_embd.weight
    Q6_K
    [8192, 256000]
    • blk.0
  • blk.0.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.0.attn_norm.weight
    F32
    [8192]
  • blk.0.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.0.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.0.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.0.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.0.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.0.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.1
  • blk.1.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.1.attn_norm.weight
    F32
    [8192]
  • blk.1.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.1.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.1.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.1.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.1.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.1.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.2
  • blk.2.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.2.attn_norm.weight
    F32
    [8192]
  • blk.2.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.2.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.2.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.2.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.2.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.2.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.3
  • blk.3.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.3.attn_norm.weight
    F32
    [8192]
  • blk.3.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.3.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.3.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.3.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.3.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.3.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.4
  • blk.4.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.4.attn_norm.weight
    F32
    [8192]
  • blk.4.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.4.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.4.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.4.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.4.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.4.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.5
  • blk.5.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.5.attn_norm.weight
    F32
    [8192]
  • blk.5.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.5.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.5.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.5.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.5.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.5.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.6
  • blk.6.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.6.attn_norm.weight
    F32
    [8192]
  • blk.6.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.6.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.6.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.6.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.6.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.6.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.7
  • blk.7.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.7.attn_norm.weight
    F32
    [8192]
  • blk.7.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.7.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.7.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.7.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.7.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.7.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.8
  • blk.8.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.8.attn_norm.weight
    F32
    [8192]
  • blk.8.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.8.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.8.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.8.ffn_down.weight
    Q4_1
    [22528, 8192]
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    Q4_1
    [8192, 22528]
  • blk.8.ffn_up.weight
    Q4_1
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    • blk.9
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    Q4_1
    [8192, 8192]
  • blk.9.attn_norm.weight
    F32
    [8192]
  • blk.9.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.9.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.9.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.9.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.9.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.9.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.10
  • blk.10.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.10.attn_norm.weight
    F32
    [8192]
  • blk.10.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.10.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.10.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.10.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.10.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.10.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.11
  • blk.11.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.11.attn_norm.weight
    F32
    [8192]
  • blk.11.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.11.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.11.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.11.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.11.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.11.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.12
  • blk.12.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.12.attn_norm.weight
    F32
    [8192]
  • blk.12.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.12.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.12.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.12.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.12.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.12.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.13
  • blk.13.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.13.attn_norm.weight
    F32
    [8192]
  • blk.13.attn_output.weight
    Q4_1
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  • blk.13.attn_q.weight
    Q4_1
    [8192, 8192]
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    Q4_1
    [8192, 8192]
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    Q4_1
    [22528, 8192]
  • blk.13.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.13.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.14
  • blk.14.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.14.attn_norm.weight
    F32
    [8192]
  • blk.14.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.14.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.14.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.14.ffn_down.weight
    Q4_1
    [22528, 8192]
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    Q4_1
    [8192, 22528]
  • blk.14.ffn_up.weight
    Q4_1
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    • blk.15
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    Q4_1
    [8192, 8192]
  • blk.15.attn_norm.weight
    F32
    [8192]
  • blk.15.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.15.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.15.attn_v.weight
    Q4_1
    [8192, 8192]
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    Q4_1
    [22528, 8192]
  • blk.15.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.15.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.16
  • blk.16.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.16.attn_norm.weight
    F32
    [8192]
  • blk.16.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.16.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.16.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.16.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.16.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.16.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.17
  • blk.17.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.17.attn_norm.weight
    F32
    [8192]
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    • blk.18
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    Q4_1
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  • blk.18.attn_norm.weight
    F32
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
    [22528, 8192]
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
    [8192, 22528]
    • blk.20
  • blk.20.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.20.attn_norm.weight
    F32
    [8192]
  • blk.20.attn_output.weight
    Q4_1
    [8192, 8192]
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    Q4_1
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    F32
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    Q4_1
    [8192, 8192]
  • blk.29.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.29.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.29.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.29.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.29.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.30
  • blk.30.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.30.attn_norm.weight
    F32
    [8192]
  • blk.30.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.30.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.30.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.30.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.30.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.30.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.31
  • blk.31.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.31.attn_norm.weight
    F32
    [8192]
  • blk.31.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.31.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.31.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.31.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.31.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.31.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.32
  • blk.32.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.32.attn_norm.weight
    F32
    [8192]
  • blk.32.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.32.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.32.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.32.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.32.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.32.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.33
  • blk.33.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.33.attn_norm.weight
    F32
    [8192]
  • blk.33.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.33.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.33.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.33.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.33.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.33.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.34
  • blk.34.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.34.attn_norm.weight
    F32
    [8192]
  • blk.34.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.34.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.34.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.34.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.34.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.34.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.35
  • blk.35.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.35.attn_norm.weight
    F32
    [8192]
  • blk.35.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.35.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.35.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.35.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.35.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.35.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.36
  • blk.36.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.36.attn_norm.weight
    F32
    [8192]
  • blk.36.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.36.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.36.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.36.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.36.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.36.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.37
  • blk.37.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.37.attn_norm.weight
    F32
    [8192]
  • blk.37.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.37.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.37.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.37.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.37.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.37.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.38
  • blk.38.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.38.attn_norm.weight
    F32
    [8192]
  • blk.38.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.38.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.38.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.38.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.38.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.38.ffn_up.weight
    Q4_1
    [8192, 22528]
    • blk.39
  • blk.39.attn_k.weight
    Q4_1
    [8192, 8192]
  • blk.39.attn_norm.weight
    F32
    [8192]
  • blk.39.attn_output.weight
    Q4_1
    [8192, 8192]
  • blk.39.attn_q.weight
    Q4_1
    [8192, 8192]
  • blk.39.attn_v.weight
    Q4_1
    [8192, 8192]
  • blk.39.ffn_down.weight
    Q4_1
    [22528, 8192]
  • blk.39.ffn_gate.weight
    Q4_1
    [8192, 22528]
  • blk.39.ffn_up.weight
    Q4_1
    [8192, 22528]
  • output_norm.weight
    F32
    [8192]