llama3.3:70b-instruct-q4_0

2.4M 8 months ago

New state of the art 70B model. Llama 3.3 70B offers similar performance compared to the Llama 3.1 405B model.

tools 70b
... /
model
a671f3cc9cec · 40GB
    Metadata
  • general.architecture
    llama
  • general.file_type
    Q4_0
  • llama.attention.head_count
    64
  • llama.attention.head_count_kv
    8
  • llama.attention.key_length
    128
  • llama.attention.layer_norm_rms_epsilon
    1e-05
  • llama.attention.value_length
    128
  • llama.block_count
    80
  • llama.context_length
    131072
  • llama.embedding_length
    8192
  • llama.feed_forward_length
    28672
  • llama.rope.dimension_count
    128
  • llama.rope.freq_base
    500000
  • llama.vocab_size
    128256
  • tokenizer.ggml.bos_token_id
    128000
  • tokenizer.ggml.eos_token_id
    128009
  • tokenizer.ggml.merges
    [Ġ Ġ, Ġ ĠĠĠ, ĠĠ ĠĠ, ĠĠĠ Ġ, i n, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.pre
    llama-bpe
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
    • Tensor
  • token_embd.weight
    Q4_0
    [8192, 128256]
    • blk.0
  • blk.0.attn_k.weight
    Q4_0
    [8192, 1024]
  • blk.0.attn_norm.weight
    F32
    [8192]
  • blk.0.attn_output.weight
    Q4_0
    [8192, 8192]
  • blk.0.attn_q.weight
    Q4_0
    [8192, 8192]
  • blk.0.attn_v.weight
    Q4_0
    [8192, 1024]
  • blk.0.ffn_down.weight
    Q4_0
    [28672, 8192]
  • blk.0.ffn_gate.weight
    Q4_0
    [8192, 28672]
  • blk.0.ffn_norm.weight
    F32
    [8192]
  • blk.0.ffn_up.weight
    Q4_0
    [8192, 28672]
    • blk.1
  • blk.1.attn_k.weight
    Q4_0
    [8192, 1024]
  • blk.1.attn_norm.weight
    F32
    [8192]
  • blk.1.attn_output.weight
    Q4_0
    [8192, 8192]
  • blk.1.attn_q.weight
    Q4_0
    [8192, 8192]
  • blk.1.attn_v.weight
    Q4_0
    [8192, 1024]
  • blk.1.ffn_down.weight
    Q4_0
    [28672, 8192]
  • blk.1.ffn_gate.weight
    Q4_0
    [8192, 28672]
  • blk.1.ffn_norm.weight
    F32
    [8192]
  • blk.1.ffn_up.weight
    Q4_0
    [8192, 28672]
    • blk.2
  • blk.2.attn_k.weight
    Q4_0
    [8192, 1024]
  • blk.2.attn_norm.weight
    F32
    [8192]
  • blk.2.attn_output.weight
    Q4_0
    [8192, 8192]
  • blk.2.attn_q.weight
    Q4_0
    [8192, 8192]
  • blk.2.attn_v.weight
    Q4_0
    [8192, 1024]
  • blk.2.ffn_down.weight
    Q4_0
    [28672, 8192]
  • blk.2.ffn_gate.weight
    Q4_0
    [8192, 28672]
  • blk.2.ffn_norm.weight
    F32
    [8192]
  • blk.2.ffn_up.weight
    Q4_0
    [8192, 28672]
    • blk.3
  • blk.3.attn_k.weight
    Q4_0
    [8192, 1024]
  • blk.3.attn_norm.weight
    F32
    [8192]
  • blk.3.attn_output.weight
    Q4_0
    [8192, 8192]
  • blk.3.attn_q.weight
    Q4_0
    [8192, 8192]
  • blk.3.attn_v.weight
    Q4_0
    [8192, 1024]
  • blk.3.ffn_down.weight
    Q4_0
    [28672, 8192]
  • blk.3.ffn_gate.weight
    Q4_0
    [8192, 28672]
  • blk.3.ffn_norm.weight
    F32
    [8192]
  • blk.3.ffn_up.weight
    Q4_0
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    • blk.4
  • blk.4.attn_k.weight
    Q4_0
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  • blk.4.attn_norm.weight
    F32
    [8192]
  • blk.4.attn_output.weight
    Q4_0
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  • blk.4.attn_q.weight
    Q4_0
    [8192, 8192]
  • blk.4.attn_v.weight
    Q4_0
    [8192, 1024]
  • blk.4.ffn_down.weight
    Q4_0
    [28672, 8192]
  • blk.4.ffn_gate.weight
    Q4_0
    [8192, 28672]
  • blk.4.ffn_norm.weight
    F32
    [8192]
  • blk.4.ffn_up.weight
    Q4_0
    [8192, 28672]
    • blk.5
  • blk.5.attn_k.weight
    Q4_0
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  • blk.5.attn_norm.weight
    F32
    [8192]
  • blk.5.attn_output.weight
    Q4_0
    [8192, 8192]
  • blk.5.attn_q.weight
    Q4_0
    [8192, 8192]
  • blk.5.attn_v.weight
    Q4_0
    [8192, 1024]
  • blk.5.ffn_down.weight
    Q4_0
    [28672, 8192]
  • blk.5.ffn_gate.weight
    Q4_0
    [8192, 28672]
  • blk.5.ffn_norm.weight
    F32
    [8192]
  • blk.5.ffn_up.weight
    Q4_0
    [8192, 28672]
    • blk.6
  • blk.6.attn_k.weight
    Q4_0
    [8192, 1024]
  • blk.6.attn_norm.weight
    F32
    [8192]
  • blk.6.attn_output.weight
    Q4_0
    [8192, 8192]
  • blk.6.attn_q.weight
    Q4_0
    [8192, 8192]
  • blk.6.attn_v.weight
    Q4_0
    [8192, 1024]
  • blk.6.ffn_down.weight
    Q4_0
    [28672, 8192]
  • blk.6.ffn_gate.weight
    Q4_0
    [8192, 28672]
  • blk.6.ffn_norm.weight
    F32
    [8192]
  • blk.6.ffn_up.weight
    Q4_0
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    • blk.7
  • blk.7.attn_k.weight
    Q4_0
    [8192, 1024]
  • blk.7.attn_norm.weight
    F32
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  • blk.7.attn_output.weight
    Q4_0
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  • blk.7.attn_q.weight
    Q4_0
    [8192, 8192]
  • blk.7.attn_v.weight
    Q4_0
    [8192, 1024]
  • blk.7.ffn_down.weight
    Q4_0
    [28672, 8192]
  • blk.7.ffn_gate.weight
    Q4_0
    [8192, 28672]
  • blk.7.ffn_norm.weight
    F32
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  • blk.7.ffn_up.weight
    Q4_0
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    • blk.8
  • blk.8.attn_k.weight
    Q4_0
    [8192, 1024]
  • blk.8.attn_norm.weight
    F32
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  • blk.8.attn_output.weight
    Q4_0
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  • blk.8.attn_q.weight
    Q4_0
    [8192, 8192]
  • blk.8.attn_v.weight
    Q4_0
    [8192, 1024]
  • blk.8.ffn_down.weight
    Q4_0
    [28672, 8192]
  • blk.8.ffn_gate.weight
    Q4_0
    [8192, 28672]
  • blk.8.ffn_norm.weight
    F32
    [8192]
  • blk.8.ffn_up.weight
    Q4_0
    [8192, 28672]
    • blk.9
  • blk.9.attn_k.weight
    Q4_0
    [8192, 1024]
  • blk.9.attn_norm.weight
    F32
    [8192]
  • blk.9.attn_output.weight
    Q4_0
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  • blk.9.attn_q.weight
    Q4_0
    [8192, 8192]
  • blk.9.attn_v.weight
    Q4_0
    [8192, 1024]
  • blk.9.ffn_down.weight
    Q4_0
    [28672, 8192]
  • blk.9.ffn_gate.weight
    Q4_0
    [8192, 28672]
  • blk.9.ffn_norm.weight
    F32
    [8192]
  • blk.9.ffn_up.weight
    Q4_0
    [8192, 28672]
    • blk.10
  • blk.10.attn_k.weight
    Q4_0
    [8192, 1024]
  • blk.10.attn_norm.weight
    F32
    [8192]
  • blk.10.attn_output.weight
    Q4_0
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  • blk.10.attn_q.weight
    Q4_0
    [8192, 8192]
  • blk.10.attn_v.weight
    Q4_0
    [8192, 1024]
  • blk.10.ffn_down.weight
    Q4_0
    [28672, 8192]
  • blk.10.ffn_gate.weight
    Q4_0
    [8192, 28672]
  • blk.10.ffn_norm.weight
    F32
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  • blk.10.ffn_up.weight
    Q4_0
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    • blk.11
  • blk.11.attn_k.weight
    Q4_0
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  • blk.11.attn_norm.weight
    F32
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  • blk.11.attn_output.weight
    Q4_0
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  • blk.11.attn_q.weight
    Q4_0
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  • blk.11.attn_v.weight
    Q4_0
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  • blk.11.ffn_down.weight
    Q4_0
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    Q4_0
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  • blk.11.ffn_norm.weight
    F32
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    Q4_0
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    • blk.12
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    Q4_0
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  • blk.12.attn_norm.weight
    F32
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    Q4_0
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  • blk.12.attn_q.weight
    Q4_0
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  • blk.12.attn_v.weight
    Q4_0
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    Q4_0
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    Q4_0
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  • blk.12.ffn_norm.weight
    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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  • blk.13.attn_q.weight
    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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  • blk.14.ffn_norm.weight
    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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    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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    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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    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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    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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    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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    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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    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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    Q4_0
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    Q4_0
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    F32
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    F32
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    F32
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    Q4_0
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    F32
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    F32
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    F32
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    Q4_0
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    F32
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    F32
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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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    F32
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    Q4_0
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    F32
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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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    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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    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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    F32
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    Q4_0
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    Q6_K
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