exaone-deep

EXAONE Deep exhibits superior capabilities in various reasoning tasks including math and coding benchmarks, ranging from 2.4B to 32B parameters developed and released by LG AI Research.

2.4b 7.8b 32b

11.8K 6 days ago

13 Tags
... /
model
b2579dad6195 · 19GB
    Metadata
  • general.architecture
    exaone
  • general.file_type
    Q4_K_M
  • exaone.attention.head_count
    40
  • exaone.attention.head_count_kv
    8
  • exaone.attention.layer_norm_rms_epsilon
    1e-05
  • exaone.block_count
    64
  • exaone.context_length
    32768
  • exaone.embedding_length
    5120
  • exaone.feed_forward_length
    27392
  • exaone.rope.dimension_count
    128
  • exaone.rope.freq_base
    1e+06
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    361
  • tokenizer.ggml.merges
    [t h, Ġ a, Ġ í, i n, Ġ th, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.pre
    exaone
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 4, ...]
  • tokenizer.ggml.tokens
    [[PAD], [BOS], [EOS], [UNK], , ...]
  • tokenizer.ggml.unknown_token_id
    3
    • Tensor
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q6_K
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q6_K
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    Q6_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
    [5120, 5120]
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    Q4_K
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    Q4_K
    [27392, 5120]
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
    [27392, 5120]
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    Q4_K
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  • blk.33.ffn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 27392]
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    Q4_K
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    F32
    [5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 5120]
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    Q6_K
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    Q6_K
    [27392, 5120]
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    Q4_K
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  • blk.34.ffn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 27392]
    • blk.35
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    Q4_K
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    F32
    [5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
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    Q4_K
    [27392, 5120]
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    Q4_K
    [5120, 27392]
  • blk.35.ffn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 27392]
    • blk.36
  • blk.36.attn_k.weight
    Q4_K
    [5120, 1024]
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    F32
    [5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 1024]
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    Q4_K
    [27392, 5120]
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    Q4_K
    [5120, 27392]
  • blk.36.ffn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 27392]
    • blk.37
  • blk.37.attn_k.weight
    Q4_K
    [5120, 1024]
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    F32
    [5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 5120]
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    Q6_K
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    Q6_K
    [27392, 5120]
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    Q4_K
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    F32
    [5120]
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    Q4_K
    [5120, 27392]
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
    [5120, 5120]
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    Q4_K
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    Q4_K
    [27392, 5120]
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
    [5120, 5120]
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    Q4_K
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    Q4_K
    [27392, 5120]
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
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    Q6_K
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    Q6_K
    [27392, 5120]
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    • blk.41
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
    [5120, 5120]
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    Q4_K
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    Q4_K
    [27392, 5120]
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    Q4_K
    [5120, 27392]
  • blk.41.ffn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 27392]
    • blk.42
  • blk.42.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.42.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
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    Q4_K
    [27392, 5120]
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    Q4_K
    [5120, 27392]
  • blk.42.ffn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 27392]
    • blk.43
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    Q4_K
    [5120, 1024]
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    F32
    [5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 5120]
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    Q6_K
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    Q6_K
    [27392, 5120]
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    Q4_K
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  • blk.43.ffn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 27392]
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    Q4_K
    [5120, 1024]
  • blk.44.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 1024]
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    Q4_K
    [27392, 5120]
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    Q4_K
    [5120, 27392]
  • blk.44.ffn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 27392]
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  • blk.45.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.45.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 1024]
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    Q4_K
    [27392, 5120]
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    Q4_K
    [5120, 27392]
  • blk.45.ffn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 27392]
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  • blk.46.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.46.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 5120]
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    Q6_K
    [5120, 1024]
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    Q6_K
    [27392, 5120]
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    Q4_K
    [5120, 27392]
  • blk.46.ffn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 27392]
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  • blk.47.attn_k.weight
    Q4_K
    [5120, 1024]
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    F32
    [5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 1024]
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    Q4_K
    [27392, 5120]
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    Q4_K
    [5120, 27392]
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    F32
    [5120]
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    Q4_K
    [5120, 27392]
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    Q4_K
    [5120, 1024]
  • blk.48.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 1024]
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    Q4_K
    [27392, 5120]
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    Q4_K
    [5120, 27392]
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    F32
    [5120]
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    Q4_K
    [5120, 27392]
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
    [5120, 5120]
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    Q6_K
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    Q6_K
    [27392, 5120]
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    F32
    [5120]
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    Q4_K
    [5120, 27392]
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
    [5120, 5120]
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    Q4_K
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    Q4_K
    [27392, 5120]
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
    [27392, 5120]
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    Q4_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q6_K
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    Q6_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    F32
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    Q4_K
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    Q4_K
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    Q6_K
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    Q6_K
    [27392, 5120]
  • blk.55.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.55.ffn_norm.weight
    F32
    [5120]
  • blk.55.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.56
  • blk.56.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.56.attn_norm.weight
    F32
    [5120]
  • blk.56.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.56.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.56.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.56.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.56.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.56.ffn_norm.weight
    F32
    [5120]
  • blk.56.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.57
  • blk.57.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.57.attn_norm.weight
    F32
    [5120]
  • blk.57.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.57.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.57.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.57.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.57.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.57.ffn_norm.weight
    F32
    [5120]
  • blk.57.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.58
  • blk.58.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.58.attn_norm.weight
    F32
    [5120]
  • blk.58.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.58.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.58.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.58.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.58.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.58.ffn_norm.weight
    F32
    [5120]
  • blk.58.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.59
  • blk.59.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.59.attn_norm.weight
    F32
    [5120]
  • blk.59.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.59.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.59.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.59.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.59.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.59.ffn_norm.weight
    F32
    [5120]
  • blk.59.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.60
  • blk.60.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.60.attn_norm.weight
    F32
    [5120]
  • blk.60.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.60.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.60.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.60.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.60.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.60.ffn_norm.weight
    F32
    [5120]
  • blk.60.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.61
  • blk.61.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.61.attn_norm.weight
    F32
    [5120]
  • blk.61.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.61.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.61.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.61.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.61.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.61.ffn_norm.weight
    F32
    [5120]
  • blk.61.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.62
  • blk.62.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.62.attn_norm.weight
    F32
    [5120]
  • blk.62.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.62.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.62.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.62.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.62.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.62.ffn_norm.weight
    F32
    [5120]
  • blk.62.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.63
  • blk.63.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.63.attn_norm.weight
    F32
    [5120]
  • blk.63.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.63.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.63.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.63.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.63.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.63.ffn_norm.weight
    F32
    [5120]
  • blk.63.ffn_up.weight
    Q4_K
    [5120, 27392]
  • output.weight
    Q6_K
    [5120, 102400]
  • rope_freqs.weight
    F32
    [64]
  • output_norm.weight
    F32
    [5120]