dbrx

DBRX is an open, general-purpose LLM created by Databricks.

132b

16.4K 6 months ago

7 Tags
... /
model
1d12441f1943 · 74GB
    Metadata
  • dbrx.attention.clamp_kqv
    8
  • dbrx.attention.head_count
    48
  • dbrx.attention.head_count_kv
    8
  • dbrx.attention.layer_norm_epsilon
    1e-05
  • dbrx.block_count
    40
  • dbrx.context_length
    32768
  • dbrx.embedding_length
    6144
  • dbrx.expert_count
    16
  • dbrx.expert_used_count
    4
  • dbrx.feed_forward_length
    10752
  • dbrx.rope.freq_base
    500000
  • general.architecture
    dbrx
  • general.file_type
    2
  • general.name
    dbrx
  • general.quantization_version
    2
  • tokenizer.ggml.bos_token_id
    100257
  • tokenizer.ggml.eos_token_id
    100257
  • tokenizer.ggml.merges
    [Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    100277
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
  • tokenizer.ggml.unknown_token_id
    100257
    • Tensor
  • Name
    Type
    Shape
  • token_embd.weight
    Q4_0
    [6144, 100352]
    • blk.0
  • blk.0.attn_norm.weight
    F32
    [6144]
  • blk.0.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.0.attn_output_norm.weight
    F32
    [6144]
  • blk.0.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.0.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.0.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.0.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.0.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.1
  • blk.1.attn_norm.weight
    F32
    [6144]
  • blk.1.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.1.attn_output_norm.weight
    F32
    [6144]
  • blk.1.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.1.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.1.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.1.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.1.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.2
  • blk.2.attn_norm.weight
    F32
    [6144]
  • blk.2.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.2.attn_output_norm.weight
    F32
    [6144]
  • blk.2.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.2.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.2.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.2.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.2.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.3
  • blk.3.attn_norm.weight
    F32
    [6144]
  • blk.3.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.3.attn_output_norm.weight
    F32
    [6144]
  • blk.3.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.3.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.3.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.3.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.3.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.4
  • blk.4.attn_norm.weight
    F32
    [6144]
  • blk.4.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.4.attn_output_norm.weight
    F32
    [6144]
  • blk.4.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.4.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.4.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.4.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.4.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.5
  • blk.5.attn_norm.weight
    F32
    [6144]
  • blk.5.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.5.attn_output_norm.weight
    F32
    [6144]
  • blk.5.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.5.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.5.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.5.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.5.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.6
  • blk.6.attn_norm.weight
    F32
    [6144]
  • blk.6.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.6.attn_output_norm.weight
    F32
    [6144]
  • blk.6.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.6.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.6.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.6.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.6.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.7
  • blk.7.attn_norm.weight
    F32
    [6144]
  • blk.7.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.7.attn_output_norm.weight
    F32
    [6144]
  • blk.7.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.7.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.7.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.7.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.7.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.8
  • blk.8.attn_norm.weight
    F32
    [6144]
  • blk.8.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.8.attn_output_norm.weight
    F32
    [6144]
  • blk.8.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.8.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.8.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.8.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.8.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.9
  • blk.9.attn_norm.weight
    F32
    [6144]
  • blk.9.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.9.attn_output_norm.weight
    F32
    [6144]
  • blk.9.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.9.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.9.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.9.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.9.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.10
  • blk.10.attn_norm.weight
    F32
    [6144]
  • blk.10.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.10.attn_output_norm.weight
    F32
    [6144]
  • blk.10.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.10.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.10.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.10.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.10.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.11
  • blk.11.attn_norm.weight
    F32
    [6144]
  • blk.11.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.11.attn_output_norm.weight
    F32
    [6144]
  • blk.11.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.11.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.11.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.11.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.11.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.12
  • blk.12.attn_norm.weight
    F32
    [6144]
  • blk.12.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.12.attn_output_norm.weight
    F32
    [6144]
  • blk.12.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.12.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.12.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.12.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.12.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.13
  • blk.13.attn_norm.weight
    F32
    [6144]
  • blk.13.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.13.attn_output_norm.weight
    F32
    [6144]
  • blk.13.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.13.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.13.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.13.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.13.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.14
  • blk.14.attn_norm.weight
    F32
    [6144]
  • blk.14.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.14.attn_output_norm.weight
    F32
    [6144]
  • blk.14.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.14.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.14.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.14.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.14.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.15
  • blk.15.attn_norm.weight
    F32
    [6144]
  • blk.15.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.15.attn_output_norm.weight
    F32
    [6144]
  • blk.15.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.15.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.15.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.15.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.15.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.16
  • blk.16.attn_norm.weight
    F32
    [6144]
  • blk.16.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.16.attn_output_norm.weight
    F32
    [6144]
  • blk.16.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.16.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.16.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.16.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.16.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.17
  • blk.17.attn_norm.weight
    F32
    [6144]
  • blk.17.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.17.attn_output_norm.weight
    F32
    [6144]
  • blk.17.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.17.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.17.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.17.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.17.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.18
  • blk.18.attn_norm.weight
    F32
    [6144]
  • blk.18.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.18.attn_output_norm.weight
    F32
    [6144]
  • blk.18.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.18.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.18.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.18.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.18.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.19
  • blk.19.attn_norm.weight
    F32
    [6144]
  • blk.19.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.19.attn_output_norm.weight
    F32
    [6144]
  • blk.19.attn_qkv.weight
    Q4_0
    [6144, 8192]
  • blk.19.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.19.ffn_gate_exps.weight
    Q4_0
    [6144, 10752, 16]
  • blk.19.ffn_gate_inp.weight
    F16
    [6144, 16]
  • blk.19.ffn_up_exps.weight
    Q4_0
    [6144, 10752, 16]
    • blk.20
  • blk.20.attn_norm.weight
    F32
    [6144]
  • blk.20.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.20.attn_output_norm.weight
    F32
    [6144]
  • blk.20.attn_qkv.weight
    Q4_0
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  • blk.20.ffn_down_exps.weight
    Q4_0
    [10752, 6144, 16]
  • blk.20.ffn_gate_exps.weight
    Q4_0
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  • blk.20.ffn_gate_inp.weight
    F16
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    Q4_0
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  • blk.21.attn_norm.weight
    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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    F16
    [6144, 16]
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    Q4_0
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  • blk.22.attn_norm.weight
    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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    F16
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    Q4_0
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  • blk.23.attn_norm.weight
    F32
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    Q4_0
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    F32
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    Q4_0
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  • blk.23.ffn_down_exps.weight
    Q4_0
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    Q4_0
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    F16
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    Q4_0
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    F32
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    Q4_0
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    F16
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    Q4_0
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    Q4_0
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    F16
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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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    F16
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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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    F16
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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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    F16
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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
    [10752, 6144, 16]
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    Q4_0
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    F16
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    Q4_0
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    • blk.31
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    F32
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    Q4_0
    [6144, 6144]
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    F32
    [6144]
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    Q4_0
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    Q4_0
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    Q4_0
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    F16
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    Q4_0
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    F32
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    Q4_0
    [6144, 6144]
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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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    F16
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    Q4_0
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    • blk.33
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    F32
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    Q4_0
    [6144, 6144]
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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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    F16
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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
    [6144, 8192]
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    Q4_0
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    Q4_0
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    F16
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    Q4_0
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    • blk.35
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    F32
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    Q4_0
    [6144, 6144]
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    F32
    [6144]
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    Q4_0
    [6144, 8192]
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    Q4_0
    [10752, 6144, 16]
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    F16
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    Q4_0
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    • blk.36
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    F32
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    Q4_0
    [6144, 6144]
  • blk.36.attn_output_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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    F16
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    Q4_0
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    • blk.37
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    F32
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    Q4_0
    [6144, 6144]
  • blk.37.attn_output_norm.weight
    F32
    [6144]
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    Q4_0
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    Q4_0
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    Q4_0
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    F16
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    Q4_0
    [6144, 10752, 16]
    • blk.38
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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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    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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