wizardlm2

State of the art large language model from Microsoft AI with improved performance on complex chat, multilingual, reasoning and agent use cases.

7b 8x22b

304.2K 8 months ago

22 Tags
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model
cfcf93119280 · 80GB
    Metadata
  • general.architecture
    llama
  • general.file_type
    2
  • general.name
    microsoft
  • general.quantization_version
    2
  • llama.attention.head_count
    48
  • llama.attention.head_count_kv
    8
  • llama.attention.layer_norm_rms_epsilon
    1e-05
  • llama.block_count
    56
  • llama.context_length
    65536
  • llama.embedding_length
    6144
  • llama.expert_count
    8
  • llama.expert_used_count
    2
  • llama.feed_forward_length
    16384
  • llama.rope.dimension_count
    128
  • llama.rope.freq_base
    1e+06
  • llama.vocab_size
    32000
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    2
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.scores
    [0, 0, 0, 0, 0, ...]
  • tokenizer.ggml.token_type
    [2, 3, 3, 6, 6, ...]
  • tokenizer.ggml.tokens
    [<unk>, <s>, </s>, <0x00>, <0x01>, ...]
    • Tensor
  • Name
    Type
    Shape
  • token_embd.weight
    Q4_0
    [6144, 32000]
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  • blk.0.attn_k.weight
    Q8_0
    [6144, 1024]
  • blk.0.attn_norm.weight
    F32
    [6144]
  • blk.0.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.0.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.0.attn_v.weight
    Q8_0
    [6144, 1024]
  • blk.0.ffn_down_exps.weight
    Q4_0
    [16384, 6144, 8]
  • blk.0.ffn_gate_exps.weight
    Q4_0
    [6144, 16384, 8]
  • blk.0.ffn_gate_inp.weight
    F16
    [6144, 8]
  • blk.0.ffn_norm.weight
    F32
    [6144]
  • blk.0.ffn_up_exps.weight
    Q4_0
    [6144, 16384, 8]
    • blk.1
  • blk.1.attn_k.weight
    Q8_0
    [6144, 1024]
  • blk.1.attn_norm.weight
    F32
    [6144]
  • blk.1.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.1.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.1.attn_v.weight
    Q8_0
    [6144, 1024]
  • blk.1.ffn_down_exps.weight
    Q4_0
    [16384, 6144, 8]
  • blk.1.ffn_gate_exps.weight
    Q4_0
    [6144, 16384, 8]
  • blk.1.ffn_gate_inp.weight
    F16
    [6144, 8]
  • blk.1.ffn_norm.weight
    F32
    [6144]
  • blk.1.ffn_up_exps.weight
    Q4_0
    [6144, 16384, 8]
    • blk.2
  • blk.2.attn_k.weight
    Q8_0
    [6144, 1024]
  • blk.2.attn_norm.weight
    F32
    [6144]
  • blk.2.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.2.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.2.attn_v.weight
    Q8_0
    [6144, 1024]
  • blk.2.ffn_down_exps.weight
    Q4_0
    [16384, 6144, 8]
  • blk.2.ffn_gate_exps.weight
    Q4_0
    [6144, 16384, 8]
  • blk.2.ffn_gate_inp.weight
    F16
    [6144, 8]
  • blk.2.ffn_norm.weight
    F32
    [6144]
  • blk.2.ffn_up_exps.weight
    Q4_0
    [6144, 16384, 8]
    • blk.3
  • blk.3.attn_k.weight
    Q8_0
    [6144, 1024]
  • blk.3.attn_norm.weight
    F32
    [6144]
  • blk.3.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.3.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.3.attn_v.weight
    Q8_0
    [6144, 1024]
  • blk.3.ffn_down_exps.weight
    Q4_0
    [16384, 6144, 8]
  • blk.3.ffn_gate_exps.weight
    Q4_0
    [6144, 16384, 8]
  • blk.3.ffn_gate_inp.weight
    F16
    [6144, 8]
  • blk.3.ffn_norm.weight
    F32
    [6144]
  • blk.3.ffn_up_exps.weight
    Q4_0
    [6144, 16384, 8]
    • blk.4
  • blk.4.attn_k.weight
    Q8_0
    [6144, 1024]
  • blk.4.attn_norm.weight
    F32
    [6144]
  • blk.4.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.4.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.4.attn_v.weight
    Q8_0
    [6144, 1024]
  • blk.4.ffn_down_exps.weight
    Q4_0
    [16384, 6144, 8]
  • blk.4.ffn_gate_exps.weight
    Q4_0
    [6144, 16384, 8]
  • blk.4.ffn_gate_inp.weight
    F16
    [6144, 8]
  • blk.4.ffn_norm.weight
    F32
    [6144]
  • blk.4.ffn_up_exps.weight
    Q4_0
    [6144, 16384, 8]
    • blk.5
  • blk.5.attn_k.weight
    Q8_0
    [6144, 1024]
  • blk.5.attn_norm.weight
    F32
    [6144]
  • blk.5.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.5.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.5.attn_v.weight
    Q8_0
    [6144, 1024]
  • blk.5.ffn_down_exps.weight
    Q4_0
    [16384, 6144, 8]
  • blk.5.ffn_gate_exps.weight
    Q4_0
    [6144, 16384, 8]
  • blk.5.ffn_gate_inp.weight
    F16
    [6144, 8]
  • blk.5.ffn_norm.weight
    F32
    [6144]
  • blk.5.ffn_up_exps.weight
    Q4_0
    [6144, 16384, 8]
    • blk.6
  • blk.6.attn_k.weight
    Q8_0
    [6144, 1024]
  • blk.6.attn_norm.weight
    F32
    [6144]
  • blk.6.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.6.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.6.attn_v.weight
    Q8_0
    [6144, 1024]
  • blk.6.ffn_down_exps.weight
    Q4_0
    [16384, 6144, 8]
  • blk.6.ffn_gate_exps.weight
    Q4_0
    [6144, 16384, 8]
  • blk.6.ffn_gate_inp.weight
    F16
    [6144, 8]
  • blk.6.ffn_norm.weight
    F32
    [6144]
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    Q4_0
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    • blk.7
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    Q8_0
    [6144, 1024]
  • blk.7.attn_norm.weight
    F32
    [6144]
  • blk.7.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.7.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.7.attn_v.weight
    Q8_0
    [6144, 1024]
  • blk.7.ffn_down_exps.weight
    Q4_0
    [16384, 6144, 8]
  • blk.7.ffn_gate_exps.weight
    Q4_0
    [6144, 16384, 8]
  • blk.7.ffn_gate_inp.weight
    F16
    [6144, 8]
  • blk.7.ffn_norm.weight
    F32
    [6144]
  • blk.7.ffn_up_exps.weight
    Q4_0
    [6144, 16384, 8]
    • blk.8
  • blk.8.attn_k.weight
    Q8_0
    [6144, 1024]
  • blk.8.attn_norm.weight
    F32
    [6144]
  • blk.8.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.8.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.8.attn_v.weight
    Q8_0
    [6144, 1024]
  • blk.8.ffn_down_exps.weight
    Q4_0
    [16384, 6144, 8]
  • blk.8.ffn_gate_exps.weight
    Q4_0
    [6144, 16384, 8]
  • blk.8.ffn_gate_inp.weight
    F16
    [6144, 8]
  • blk.8.ffn_norm.weight
    F32
    [6144]
  • blk.8.ffn_up_exps.weight
    Q4_0
    [6144, 16384, 8]
    • blk.9
  • blk.9.attn_k.weight
    Q8_0
    [6144, 1024]
  • blk.9.attn_norm.weight
    F32
    [6144]
  • blk.9.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.9.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.9.attn_v.weight
    Q8_0
    [6144, 1024]
  • blk.9.ffn_down_exps.weight
    Q4_0
    [16384, 6144, 8]
  • blk.9.ffn_gate_exps.weight
    Q4_0
    [6144, 16384, 8]
  • blk.9.ffn_gate_inp.weight
    F16
    [6144, 8]
  • blk.9.ffn_norm.weight
    F32
    [6144]
  • blk.9.ffn_up_exps.weight
    Q4_0
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    Q8_0
    [6144, 1024]
  • blk.10.attn_norm.weight
    F32
    [6144]
  • blk.10.attn_output.weight
    Q4_0
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    Q4_0
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    Q8_0
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    Q4_0
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    Q4_0
    [6144, 16384, 8]
  • blk.10.ffn_gate_inp.weight
    F16
    [6144, 8]
  • blk.10.ffn_norm.weight
    F32
    [6144]
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    Q4_0
    [6144, 16384, 8]
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    Q8_0
    [6144, 1024]
  • blk.11.attn_norm.weight
    F32
    [6144]
  • blk.11.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.11.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.11.attn_v.weight
    Q8_0
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    Q4_0
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    Q4_0
    [6144, 16384, 8]
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    F16
    [6144, 8]
  • blk.11.ffn_norm.weight
    F32
    [6144]
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    Q4_0
    [6144, 16384, 8]
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  • blk.12.attn_k.weight
    Q8_0
    [6144, 1024]
  • blk.12.attn_norm.weight
    F32
    [6144]
  • blk.12.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.12.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.12.attn_v.weight
    Q8_0
    [6144, 1024]
  • blk.12.ffn_down_exps.weight
    Q4_0
    [16384, 6144, 8]
  • blk.12.ffn_gate_exps.weight
    Q4_0
    [6144, 16384, 8]
  • blk.12.ffn_gate_inp.weight
    F16
    [6144, 8]
  • blk.12.ffn_norm.weight
    F32
    [6144]
  • blk.12.ffn_up_exps.weight
    Q4_0
    [6144, 16384, 8]
    • blk.13
  • blk.13.attn_k.weight
    Q8_0
    [6144, 1024]
  • blk.13.attn_norm.weight
    F32
    [6144]
  • blk.13.attn_output.weight
    Q4_0
    [6144, 6144]
  • blk.13.attn_q.weight
    Q4_0
    [6144, 6144]
  • blk.13.attn_v.weight
    Q8_0
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  • blk.13.ffn_down_exps.weight
    Q4_0
    [16384, 6144, 8]
  • blk.13.ffn_gate_exps.weight
    Q4_0
    [6144, 16384, 8]
  • blk.13.ffn_gate_inp.weight
    F16
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  • blk.13.ffn_norm.weight
    F32
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    Q4_0
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    Q8_0
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    F32
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    Q4_0
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    Q4_0
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    Q8_0
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    Q4_0
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    Q4_0
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    F16
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    Q8_0
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    Q4_0
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    Q4_0
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    Q8_0
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    Q4_0
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    Q4_0
    [6144, 16384, 8]
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    F16
    [6144, 8]
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    F32
    [6144]
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    Q4_0
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    Q8_0
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    F32
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    Q4_0
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    Q4_0
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    Q8_0
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    Q4_0
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    Q4_0
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    F16
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    F32
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    Q4_0
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    Q8_0
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    F32
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    Q4_0
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    Q4_0
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    Q8_0
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    Q4_0
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    Q4_0
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    F16
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    F32
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    Q4_0
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    Q8_0
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    F32
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    Q4_0
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    Q4_0
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    Q8_0
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    Q4_0
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    Q4_0
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    F16
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    F32
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    Q4_0
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    Q8_0
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    F32
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    Q4_0
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    Q4_0
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    Q8_0
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    Q4_0
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    Q4_0
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    F16
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    F32
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    Q4_0
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    Q8_0
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    F32
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    Q4_0
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    Q4_0
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    Q8_0
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    Q4_0
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    Q4_0
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    F16
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    F32
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    Q4_0
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    Q8_0
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    F32
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    Q4_0
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    Q4_0
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    Q8_0
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    Q4_0
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    Q4_0
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    F16
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    F32
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    Q4_0
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    Q8_0
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    F32
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    Q4_0
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    Q4_0
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    Q8_0
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    Q4_0
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    Q4_0
    [6144, 16384, 8]
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    F16
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  • blk.53.ffn_norm.weight
    F32
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    Q4_0
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    Q8_0
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    F32
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    Q4_0
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    Q4_0
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    Q8_0
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    Q4_0
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    Q4_0
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    F16
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    F32
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    Q4_0
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    Q8_0
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    F32
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    Q4_0
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    Q4_0
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    Q8_0
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    Q4_0
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    Q4_0
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    F16
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    F32
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    Q4_0
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    F32
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