nous-hermes2:34b

143.1K 1 year ago

The powerful family of models by Nous Research that excels at scientific discussion and coding tasks.

10.7b 34b
... /
model
c7c4687b3952 · 19GB
    Metadata
  • general.architecture
    llama
  • general.file_type
    Q4_0
  • llama.attention.head_count
    56
  • llama.attention.head_count_kv
    8
  • llama.attention.layer_norm_rms_epsilon
    1e-05
  • llama.block_count
    60
  • llama.context_length
    4096
  • llama.embedding_length
    7168
  • llama.feed_forward_length
    20480
  • llama.rope.dimension_count
    128
  • llama.rope.freq_base
    5e+06
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    7
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.scores
    [0, 0, 0, 0, 0, ...]
  • tokenizer.ggml.token_type
    [2, 3, 3, 3, 3, ...]
  • tokenizer.ggml.tokens
    [<unk>, <s>, </s>, <|Human|>, <|Assistant|>, ...]
    • Tensor
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    Q4_0
    [7168, 64000]
    • blk.0
  • blk.0.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.0.attn_norm.weight
    F32
    [7168]
  • blk.0.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.0.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.0.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.0.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.0.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.0.ffn_norm.weight
    F32
    [7168]
  • blk.0.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.1
  • blk.1.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.1.attn_norm.weight
    F32
    [7168]
  • blk.1.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.1.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.1.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.1.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.1.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.1.ffn_norm.weight
    F32
    [7168]
  • blk.1.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.2
  • blk.2.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.2.attn_norm.weight
    F32
    [7168]
  • blk.2.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.2.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.2.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.2.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.2.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.2.ffn_norm.weight
    F32
    [7168]
  • blk.2.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.3
  • blk.3.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.3.attn_norm.weight
    F32
    [7168]
  • blk.3.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.3.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.3.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.3.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.3.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.3.ffn_norm.weight
    F32
    [7168]
  • blk.3.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.4
  • blk.4.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.4.attn_norm.weight
    F32
    [7168]
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    Q4_0
    [7168, 7168]
  • blk.4.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.4.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.4.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.4.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.4.ffn_norm.weight
    F32
    [7168]
  • blk.4.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.5
  • blk.5.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.5.attn_norm.weight
    F32
    [7168]
  • blk.5.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.5.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.5.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.5.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.5.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.5.ffn_norm.weight
    F32
    [7168]
  • blk.5.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.6
  • blk.6.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.6.attn_norm.weight
    F32
    [7168]
  • blk.6.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.6.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.6.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.6.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.6.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.6.ffn_norm.weight
    F32
    [7168]
  • blk.6.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.7
  • blk.7.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.7.attn_norm.weight
    F32
    [7168]
  • blk.7.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.7.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.7.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.7.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.7.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.7.ffn_norm.weight
    F32
    [7168]
  • blk.7.ffn_up.weight
    Q4_0
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    • blk.8
  • blk.8.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.8.attn_norm.weight
    F32
    [7168]
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    Q4_0
    [7168, 7168]
  • blk.8.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.8.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.8.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.8.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.8.ffn_norm.weight
    F32
    [7168]
  • blk.8.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.9
  • blk.9.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.9.attn_norm.weight
    F32
    [7168]
  • blk.9.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.9.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.9.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.9.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.9.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.9.ffn_norm.weight
    F32
    [7168]
  • blk.9.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.10
  • blk.10.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.10.attn_norm.weight
    F32
    [7168]
  • blk.10.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.10.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.10.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.10.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.10.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.10.ffn_norm.weight
    F32
    [7168]
  • blk.10.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.11
  • blk.11.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.11.attn_norm.weight
    F32
    [7168]
  • blk.11.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.11.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.11.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.11.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.11.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.11.ffn_norm.weight
    F32
    [7168]
  • blk.11.ffn_up.weight
    Q4_0
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    • blk.12
  • blk.12.attn_k.weight
    Q4_0
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  • blk.12.attn_norm.weight
    F32
    [7168]
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    Q4_0
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  • blk.12.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.12.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.12.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.12.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.12.ffn_norm.weight
    F32
    [7168]
  • blk.12.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.13
  • blk.13.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.13.attn_norm.weight
    F32
    [7168]
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    Q4_0
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  • blk.13.attn_q.weight
    Q4_0
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    Q4_0
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  • blk.13.ffn_down.weight
    Q4_0
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  • blk.13.ffn_gate.weight
    Q4_0
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  • blk.13.ffn_norm.weight
    F32
    [7168]
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    Q4_0
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    • blk.14
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    Q4_0
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    F32
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    Q4_0
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  • blk.14.attn_q.weight
    Q4_0
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  • blk.14.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.14.ffn_down.weight
    Q4_0
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  • blk.14.ffn_gate.weight
    Q4_0
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  • blk.14.ffn_norm.weight
    F32
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  • blk.14.ffn_up.weight
    Q4_0
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    • blk.15
  • blk.15.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.15.attn_norm.weight
    F32
    [7168]
  • blk.15.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.15.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.15.attn_v.weight
    Q4_0
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  • blk.15.ffn_down.weight
    Q4_0
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  • blk.15.ffn_gate.weight
    Q4_0
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  • blk.15.ffn_norm.weight
    F32
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    Q4_0
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    • blk.16
  • blk.16.attn_k.weight
    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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  • blk.16.ffn_down.weight
    Q4_0
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  • blk.16.ffn_gate.weight
    Q4_0
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  • blk.16.ffn_norm.weight
    F32
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  • blk.16.ffn_up.weight
    Q4_0
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    • blk.17
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    Q4_0
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  • blk.17.attn_norm.weight
    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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  • blk.17.ffn_norm.weight
    F32
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  • blk.17.ffn_up.weight
    Q4_0
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    • blk.18
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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  • blk.18.ffn_norm.weight
    F32
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    Q4_0
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    • blk.19
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    • blk.34
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
    [7168, 20480]
    • blk.35
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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  • blk.35.ffn_norm.weight
    F32
    [7168]
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    Q4_0
    [7168, 20480]
    • blk.36
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    Q4_0
    [7168, 1024]
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    F32
    [7168]
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    Q4_0
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    Q4_0
    [7168, 7168]
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    Q4_0
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    Q4_0
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    Q4_0
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  • blk.36.ffn_norm.weight
    F32
    [7168]
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    Q4_0
    [7168, 20480]
    • blk.37
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
    [7168, 20480]
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
    [7168, 20480]
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
    [7168, 20480]
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
    [7168, 20480]
    • blk.48
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
    [7168, 7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
    [7168, 20480]
    • blk.49
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
    [7168, 20480]
    • blk.50
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    Q4_0
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    F32
    [7168]
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    Q4_0
    [7168, 7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
    [7168, 20480]
    • blk.51
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
    [7168, 20480]
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  • blk.52.attn_k.weight
    Q4_0
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    F32
    [7168]
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    Q4_0
    [7168, 7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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  • blk.52.ffn_norm.weight
    F32
    [7168]
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    Q4_0
    [7168, 20480]
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
    [7168]
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    Q4_0
    [7168, 20480]
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  • blk.54.attn_k.weight
    Q4_0
    [7168, 1024]
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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  • blk.54.ffn_norm.weight
    F32
    [7168]
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    Q4_0
    [7168, 20480]
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    Q4_0
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    F32
    [7168]
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
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    Q4_0
    [7168, 20480]
  • blk.55.ffn_norm.weight
    F32
    [7168]
  • blk.55.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.56
  • blk.56.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.56.attn_norm.weight
    F32
    [7168]
  • blk.56.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.56.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.56.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.56.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.56.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.56.ffn_norm.weight
    F32
    [7168]
  • blk.56.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.57
  • blk.57.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.57.attn_norm.weight
    F32
    [7168]
  • blk.57.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.57.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.57.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.57.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.57.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.57.ffn_norm.weight
    F32
    [7168]
  • blk.57.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.58
  • blk.58.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.58.attn_norm.weight
    F32
    [7168]
  • blk.58.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.58.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.58.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.58.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.58.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.58.ffn_norm.weight
    F32
    [7168]
  • blk.58.ffn_up.weight
    Q4_0
    [7168, 20480]
    • blk.59
  • blk.59.attn_k.weight
    Q4_0
    [7168, 1024]
  • blk.59.attn_norm.weight
    F32
    [7168]
  • blk.59.attn_output.weight
    Q4_0
    [7168, 7168]
  • blk.59.attn_q.weight
    Q4_0
    [7168, 7168]
  • blk.59.attn_v.weight
    Q4_0
    [7168, 1024]
  • blk.59.ffn_down.weight
    Q4_0
    [20480, 7168]
  • blk.59.ffn_gate.weight
    Q4_0
    [7168, 20480]
  • blk.59.ffn_norm.weight
    F32
    [7168]
  • blk.59.ffn_up.weight
    Q4_0
    [7168, 20480]
  • output.weight
    Q6_K
    [7168, 64000]
  • output_norm.weight
    F32
    [7168]