exaone3.5

EXAONE 3.5 is a collection of instruction-tuned bilingual (English and Korean) generative models ranging from 2.4B to 32B parameters, developed and released by LG AI Research.

2.4b 7.8b 32b

3,977 13 days ago

13 Tags
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model
a92c55b71e45 · 19GB
    Metadata
  • 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
  • general.architecture
    exaone
  • general.basename
    EXAONE-3.5
  • general.file_type
    15
  • general.finetune
    Instruct
  • general.languages
    [en, ko]
  • general.license
    other
  • general.license.link
    LICENSE
  • general.license.name
    exaone
  • general.name
    EXAONE 3.5 32B Instruct
  • general.quantization_version
    2
  • general.size_label
    32B
  • general.tags
    [lg-ai, exaone, exaone-3.5, text-generation]
  • general.type
    model
  • 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
  • Name
    Type
    Shape
  • token_embd.weight
    Q4_K
    [5120, 102400]
    • blk.0
  • blk.0.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.0.attn_norm.weight
    F32
    [5120]
  • blk.0.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.0.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.0.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.0.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.0.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.0.ffn_norm.weight
    F32
    [5120]
  • blk.0.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.1
  • blk.1.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.1.attn_norm.weight
    F32
    [5120]
  • blk.1.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.1.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.1.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.1.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.1.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.1.ffn_norm.weight
    F32
    [5120]
  • blk.1.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.2
  • blk.2.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.2.attn_norm.weight
    F32
    [5120]
  • blk.2.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.2.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.2.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.2.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.2.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.2.ffn_norm.weight
    F32
    [5120]
  • blk.2.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.3
  • blk.3.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.3.attn_norm.weight
    F32
    [5120]
  • blk.3.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.3.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.3.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.3.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.3.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.3.ffn_norm.weight
    F32
    [5120]
  • blk.3.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.4
  • blk.4.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.4.attn_norm.weight
    F32
    [5120]
  • blk.4.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.4.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.4.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.4.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.4.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.4.ffn_norm.weight
    F32
    [5120]
  • blk.4.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.5
  • blk.5.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.5.attn_norm.weight
    F32
    [5120]
  • blk.5.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.5.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.5.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.5.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.5.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.5.ffn_norm.weight
    F32
    [5120]
  • blk.5.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.6
  • blk.6.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.6.attn_norm.weight
    F32
    [5120]
  • blk.6.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.6.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.6.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.6.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.6.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.6.ffn_norm.weight
    F32
    [5120]
  • blk.6.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.7
  • blk.7.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.7.attn_norm.weight
    F32
    [5120]
  • blk.7.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.7.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.7.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.7.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.7.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.7.ffn_norm.weight
    F32
    [5120]
  • blk.7.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.8
  • blk.8.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.8.attn_norm.weight
    F32
    [5120]
  • blk.8.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.8.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.8.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.8.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.8.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.8.ffn_norm.weight
    F32
    [5120]
  • blk.8.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.9
  • blk.9.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.9.attn_norm.weight
    F32
    [5120]
  • blk.9.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.9.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.9.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.9.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.9.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.9.ffn_norm.weight
    F32
    [5120]
  • blk.9.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.10
  • blk.10.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.10.attn_norm.weight
    F32
    [5120]
  • blk.10.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.10.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.10.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.10.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.10.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.10.ffn_norm.weight
    F32
    [5120]
  • blk.10.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.11
  • blk.11.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.11.attn_norm.weight
    F32
    [5120]
  • blk.11.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.11.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.11.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.11.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.11.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.11.ffn_norm.weight
    F32
    [5120]
  • blk.11.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.12
  • blk.12.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.12.attn_norm.weight
    F32
    [5120]
  • blk.12.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.12.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.12.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.12.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.12.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.12.ffn_norm.weight
    F32
    [5120]
  • blk.12.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.13
  • blk.13.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.13.attn_norm.weight
    F32
    [5120]
  • blk.13.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.13.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.13.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.13.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.13.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.13.ffn_norm.weight
    F32
    [5120]
  • blk.13.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.14
  • blk.14.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.14.attn_norm.weight
    F32
    [5120]
  • blk.14.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.14.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.14.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.14.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.14.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.14.ffn_norm.weight
    F32
    [5120]
  • blk.14.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.15
  • blk.15.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.15.attn_norm.weight
    F32
    [5120]
  • blk.15.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.15.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.15.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.15.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.15.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.15.ffn_norm.weight
    F32
    [5120]
  • blk.15.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.16
  • blk.16.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.16.attn_norm.weight
    F32
    [5120]
  • blk.16.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.16.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.16.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.16.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.16.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.16.ffn_norm.weight
    F32
    [5120]
  • blk.16.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.17
  • blk.17.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.17.attn_norm.weight
    F32
    [5120]
  • blk.17.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.17.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.17.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.17.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.17.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.17.ffn_norm.weight
    F32
    [5120]
  • blk.17.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.18
  • blk.18.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.18.attn_norm.weight
    F32
    [5120]
  • blk.18.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.18.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.18.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.18.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.18.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.18.ffn_norm.weight
    F32
    [5120]
  • blk.18.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.19
  • blk.19.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.19.attn_norm.weight
    F32
    [5120]
  • blk.19.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.19.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.19.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.19.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.19.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.19.ffn_norm.weight
    F32
    [5120]
  • blk.19.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.20
  • blk.20.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.20.attn_norm.weight
    F32
    [5120]
  • blk.20.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.20.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.20.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.20.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.20.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.20.ffn_norm.weight
    F32
    [5120]
  • blk.20.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.21
  • blk.21.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.21.attn_norm.weight
    F32
    [5120]
  • blk.21.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.21.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.21.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.21.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.21.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.21.ffn_norm.weight
    F32
    [5120]
  • blk.21.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.22
  • blk.22.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.22.attn_norm.weight
    F32
    [5120]
  • blk.22.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.22.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.22.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.22.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.22.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.22.ffn_norm.weight
    F32
    [5120]
  • blk.22.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.23
  • blk.23.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.23.attn_norm.weight
    F32
    [5120]
  • blk.23.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.23.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.23.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.23.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.23.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.23.ffn_norm.weight
    F32
    [5120]
  • blk.23.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.24
  • blk.24.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.24.attn_norm.weight
    F32
    [5120]
  • blk.24.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.24.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.24.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.24.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.24.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.24.ffn_norm.weight
    F32
    [5120]
  • blk.24.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.25
  • blk.25.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.25.attn_norm.weight
    F32
    [5120]
  • blk.25.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.25.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.25.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.25.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.25.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.25.ffn_norm.weight
    F32
    [5120]
  • blk.25.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.26
  • blk.26.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.26.attn_norm.weight
    F32
    [5120]
  • blk.26.attn_output.weight
    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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  • blk.26.ffn_norm.weight
    F32
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    Q4_K
    [5120, 27392]
    • blk.27
  • blk.27.attn_k.weight
    Q4_K
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  • blk.27.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
  • blk.27.attn_q.weight
    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 1024]
  • blk.27.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.27.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.27.ffn_norm.weight
    F32
    [5120]
  • blk.27.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.28
  • blk.28.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.28.attn_norm.weight
    F32
    [5120]
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    Q4_K
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  • blk.28.attn_q.weight
    Q4_K
    [5120, 5120]
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    Q6_K
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  • blk.28.ffn_down.weight
    Q6_K
    [27392, 5120]
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    Q4_K
    [5120, 27392]
  • blk.28.ffn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 27392]
    • blk.29
  • blk.29.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.29.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
  • blk.29.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.29.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.29.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.29.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.29.ffn_norm.weight
    F32
    [5120]
  • blk.29.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.30
  • blk.30.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.30.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
  • blk.30.attn_q.weight
    Q4_K
    [5120, 5120]
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    Q4_K
    [5120, 1024]
  • blk.30.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.30.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.30.ffn_norm.weight
    F32
    [5120]
  • blk.30.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.31
  • blk.31.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.31.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
  • blk.31.attn_q.weight
    Q4_K
    [5120, 5120]
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    Q6_K
    [5120, 1024]
  • blk.31.ffn_down.weight
    Q6_K
    [27392, 5120]
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    Q4_K
    [5120, 27392]
  • blk.31.ffn_norm.weight
    F32
    [5120]
  • blk.31.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.32
  • blk.32.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.32.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
  • blk.32.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.32.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.32.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.32.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.32.ffn_norm.weight
    F32
    [5120]
  • blk.32.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.33
  • blk.33.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.33.attn_norm.weight
    F32
    [5120]
  • blk.33.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.33.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.33.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.33.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.33.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.33.ffn_norm.weight
    F32
    [5120]
  • blk.33.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.34
  • blk.34.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.34.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
  • blk.34.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.34.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.34.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.34.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.34.ffn_norm.weight
    F32
    [5120]
  • blk.34.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.35
  • blk.35.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.35.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
  • blk.35.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.35.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.35.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.35.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.35.ffn_norm.weight
    F32
    [5120]
  • blk.35.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.36
  • blk.36.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.36.attn_norm.weight
    F32
    [5120]
  • blk.36.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.36.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.36.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.36.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.36.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.36.ffn_norm.weight
    F32
    [5120]
  • blk.36.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.37
  • blk.37.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.37.attn_norm.weight
    F32
    [5120]
  • blk.37.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.37.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.37.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.37.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.37.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.37.ffn_norm.weight
    F32
    [5120]
  • blk.37.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.38
  • blk.38.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.38.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
  • blk.38.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.38.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.38.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.38.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.38.ffn_norm.weight
    F32
    [5120]
  • blk.38.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.39
  • blk.39.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.39.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
  • blk.39.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.39.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.39.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.39.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.39.ffn_norm.weight
    F32
    [5120]
  • blk.39.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.40
  • blk.40.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.40.attn_norm.weight
    F32
    [5120]
  • blk.40.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.40.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.40.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.40.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.40.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.40.ffn_norm.weight
    F32
    [5120]
  • blk.40.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.41
  • blk.41.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.41.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [5120, 5120]
  • blk.41.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.41.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.41.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.41.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.41.ffn_norm.weight
    F32
    [5120]
  • blk.41.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.42
  • blk.42.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.42.attn_norm.weight
    F32
    [5120]
  • blk.42.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.42.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.42.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.42.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.42.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.42.ffn_norm.weight
    F32
    [5120]
  • blk.42.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.43
  • blk.43.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.43.attn_norm.weight
    F32
    [5120]
  • blk.43.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.43.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.43.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.43.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.43.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.43.ffn_norm.weight
    F32
    [5120]
  • blk.43.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.44
  • blk.44.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.44.attn_norm.weight
    F32
    [5120]
  • blk.44.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.44.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.44.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.44.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.44.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.44.ffn_norm.weight
    F32
    [5120]
  • blk.44.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.45
  • blk.45.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.45.attn_norm.weight
    F32
    [5120]
  • blk.45.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.45.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.45.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.45.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.45.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.45.ffn_norm.weight
    F32
    [5120]
  • blk.45.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.46
  • blk.46.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.46.attn_norm.weight
    F32
    [5120]
  • blk.46.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.46.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.46.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.46.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.46.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.46.ffn_norm.weight
    F32
    [5120]
  • blk.46.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.47
  • blk.47.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.47.attn_norm.weight
    F32
    [5120]
  • blk.47.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.47.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.47.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.47.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.47.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.47.ffn_norm.weight
    F32
    [5120]
  • blk.47.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.48
  • blk.48.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.48.attn_norm.weight
    F32
    [5120]
  • blk.48.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.48.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.48.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.48.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.48.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.48.ffn_norm.weight
    F32
    [5120]
  • blk.48.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.49
  • blk.49.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.49.attn_norm.weight
    F32
    [5120]
  • blk.49.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.49.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.49.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.49.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.49.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.49.ffn_norm.weight
    F32
    [5120]
  • blk.49.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.50
  • blk.50.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.50.attn_norm.weight
    F32
    [5120]
  • blk.50.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.50.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.50.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.50.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.50.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.50.ffn_norm.weight
    F32
    [5120]
  • blk.50.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.51
  • blk.51.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.51.attn_norm.weight
    F32
    [5120]
  • blk.51.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.51.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.51.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.51.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.51.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.51.ffn_norm.weight
    F32
    [5120]
  • blk.51.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.52
  • blk.52.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.52.attn_norm.weight
    F32
    [5120]
  • blk.52.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.52.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.52.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.52.ffn_down.weight
    Q6_K
    [27392, 5120]
  • blk.52.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.52.ffn_norm.weight
    F32
    [5120]
  • blk.52.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.53
  • blk.53.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.53.attn_norm.weight
    F32
    [5120]
  • blk.53.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.53.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.53.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.53.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.53.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.53.ffn_norm.weight
    F32
    [5120]
  • blk.53.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.54
  • blk.54.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.54.attn_norm.weight
    F32
    [5120]
  • blk.54.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.54.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.54.attn_v.weight
    Q4_K
    [5120, 1024]
  • blk.54.ffn_down.weight
    Q4_K
    [27392, 5120]
  • blk.54.ffn_gate.weight
    Q4_K
    [5120, 27392]
  • blk.54.ffn_norm.weight
    F32
    [5120]
  • blk.54.ffn_up.weight
    Q4_K
    [5120, 27392]
    • blk.55
  • blk.55.attn_k.weight
    Q4_K
    [5120, 1024]
  • blk.55.attn_norm.weight
    F32
    [5120]
  • blk.55.attn_output.weight
    Q4_K
    [5120, 5120]
  • blk.55.attn_q.weight
    Q4_K
    [5120, 5120]
  • blk.55.attn_v.weight
    Q6_K
    [5120, 1024]
  • blk.55.ffn_down.weight
    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]