qwen2.5-coder

The latest series of Code-Specific Qwen models, with significant improvements in code generation, code reasoning, and code fixing.

tools 0.5b 1.5b 3b 7b 14b 32b

348.7K 2 days ago

196 Tags
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model
f050a3ff09e8 · 8.5GB
    Metadata
  • general.architecture
    qwen2
  • general.base_model.0.name
    Qwen2.5 14B
  • general.base_model.0.organization
    Qwen
  • general.base_model.0.repo_url
    https://huggingface.co/Qwen/Qwen2.5-14B
  • general.base_model.count
    1
  • general.basename
    Qwen2.5-Coder
  • general.file_type
    2
  • general.languages
    [en]
  • general.license
    apache-2.0
  • general.license.link
    https://huggingface.co/Qwen/Qwen2.5-Coder-14B/blob/main/LICENSE
  • general.name
    Qwen2.5 Coder 14B
  • general.quantization_version
    2
  • general.size_label
    14B
  • general.tags
    [code, qwen, qwen-coder, codeqwen, text-generation]
  • general.type
    model
  • qwen2.attention.head_count
    40
  • qwen2.attention.head_count_kv
    8
  • qwen2.attention.layer_norm_rms_epsilon
    1e-05
  • qwen2.block_count
    48
  • qwen2.context_length
    32768
  • qwen2.embedding_length
    5120
  • qwen2.feed_forward_length
    13824
  • qwen2.rope.freq_base
    1e+06
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.bos_token_id
    151643
  • tokenizer.ggml.eos_token_id
    151645
  • tokenizer.ggml.merges
    [Ġ Ġ, ĠĠ ĠĠ, i n, Ġ t, ĠĠĠĠ ĠĠĠĠ, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    151643
  • tokenizer.ggml.pre
    qwen2
  • tokenizer.ggml.token_type
    [1, 1, 1, 1, 1, ...]
  • tokenizer.ggml.tokens
    [!, ", #, $, %, ...]
    • Tensor
  • Name
    Type
    Shape
  • token_embd.weight
    Q4_0
    [5120, 152064]
    • blk.0
  • blk.0.attn_k.bias
    F32
    [1024]
  • blk.0.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.0.attn_norm.weight
    F32
    [5120]
  • blk.0.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.0.attn_q.bias
    F32
    [5120]
  • blk.0.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.0.attn_v.bias
    F32
    [1024]
  • blk.0.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.0.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.0.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.0.ffn_norm.weight
    F32
    [5120]
  • blk.0.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.1
  • blk.1.attn_k.bias
    F32
    [1024]
  • blk.1.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.1.attn_norm.weight
    F32
    [5120]
  • blk.1.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.1.attn_q.bias
    F32
    [5120]
  • blk.1.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.1.attn_v.bias
    F32
    [1024]
  • blk.1.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.1.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.1.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.1.ffn_norm.weight
    F32
    [5120]
  • blk.1.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.2
  • blk.2.attn_k.bias
    F32
    [1024]
  • blk.2.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.2.attn_norm.weight
    F32
    [5120]
  • blk.2.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.2.attn_q.bias
    F32
    [5120]
  • blk.2.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.2.attn_v.bias
    F32
    [1024]
  • blk.2.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.2.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.2.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.2.ffn_norm.weight
    F32
    [5120]
  • blk.2.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.3
  • blk.3.attn_k.bias
    F32
    [1024]
  • blk.3.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.3.attn_norm.weight
    F32
    [5120]
  • blk.3.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.3.attn_q.bias
    F32
    [5120]
  • blk.3.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.3.attn_v.bias
    F32
    [1024]
  • blk.3.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.3.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.3.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.3.ffn_norm.weight
    F32
    [5120]
  • blk.3.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.4
  • blk.4.attn_k.bias
    F32
    [1024]
  • blk.4.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.4.attn_norm.weight
    F32
    [5120]
  • blk.4.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.4.attn_q.bias
    F32
    [5120]
  • blk.4.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.4.attn_v.bias
    F32
    [1024]
  • blk.4.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.4.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.4.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.4.ffn_norm.weight
    F32
    [5120]
  • blk.4.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.5
  • blk.5.attn_k.bias
    F32
    [1024]
  • blk.5.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.5.attn_norm.weight
    F32
    [5120]
  • blk.5.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.5.attn_q.bias
    F32
    [5120]
  • blk.5.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.5.attn_v.bias
    F32
    [1024]
  • blk.5.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.5.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.5.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.5.ffn_norm.weight
    F32
    [5120]
  • blk.5.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.6
  • blk.6.attn_k.bias
    F32
    [1024]
  • blk.6.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.6.attn_norm.weight
    F32
    [5120]
  • blk.6.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.6.attn_q.bias
    F32
    [5120]
  • blk.6.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.6.attn_v.bias
    F32
    [1024]
  • blk.6.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.6.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.6.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.6.ffn_norm.weight
    F32
    [5120]
  • blk.6.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.7
  • blk.7.attn_k.bias
    F32
    [1024]
  • blk.7.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.7.attn_norm.weight
    F32
    [5120]
  • blk.7.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.7.attn_q.bias
    F32
    [5120]
  • blk.7.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.7.attn_v.bias
    F32
    [1024]
  • blk.7.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.7.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.7.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.7.ffn_norm.weight
    F32
    [5120]
  • blk.7.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.8
  • blk.8.attn_k.bias
    F32
    [1024]
  • blk.8.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.8.attn_norm.weight
    F32
    [5120]
  • blk.8.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.8.attn_q.bias
    F32
    [5120]
  • blk.8.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.8.attn_v.bias
    F32
    [1024]
  • blk.8.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.8.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.8.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.8.ffn_norm.weight
    F32
    [5120]
  • blk.8.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.9
  • blk.9.attn_k.bias
    F32
    [1024]
  • blk.9.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.9.attn_norm.weight
    F32
    [5120]
  • blk.9.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.9.attn_q.bias
    F32
    [5120]
  • blk.9.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.9.attn_v.bias
    F32
    [1024]
  • blk.9.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.9.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.9.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.9.ffn_norm.weight
    F32
    [5120]
  • blk.9.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.10
  • blk.10.attn_k.bias
    F32
    [1024]
  • blk.10.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.10.attn_norm.weight
    F32
    [5120]
  • blk.10.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.10.attn_q.bias
    F32
    [5120]
  • blk.10.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.10.attn_v.bias
    F32
    [1024]
  • blk.10.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.10.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.10.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.10.ffn_norm.weight
    F32
    [5120]
  • blk.10.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.11
  • blk.11.attn_k.bias
    F32
    [1024]
  • blk.11.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.11.attn_norm.weight
    F32
    [5120]
  • blk.11.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.11.attn_q.bias
    F32
    [5120]
  • blk.11.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.11.attn_v.bias
    F32
    [1024]
  • blk.11.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.11.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.11.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.11.ffn_norm.weight
    F32
    [5120]
  • blk.11.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.12
  • blk.12.attn_k.bias
    F32
    [1024]
  • blk.12.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.12.attn_norm.weight
    F32
    [5120]
  • blk.12.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.12.attn_q.bias
    F32
    [5120]
  • blk.12.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.12.attn_v.bias
    F32
    [1024]
  • blk.12.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.12.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.12.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.12.ffn_norm.weight
    F32
    [5120]
  • blk.12.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.13
  • blk.13.attn_k.bias
    F32
    [1024]
  • blk.13.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.13.attn_norm.weight
    F32
    [5120]
  • blk.13.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.13.attn_q.bias
    F32
    [5120]
  • blk.13.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.13.attn_v.bias
    F32
    [1024]
  • blk.13.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.13.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.13.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.13.ffn_norm.weight
    F32
    [5120]
  • blk.13.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.14
  • blk.14.attn_k.bias
    F32
    [1024]
  • blk.14.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.14.attn_norm.weight
    F32
    [5120]
  • blk.14.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.14.attn_q.bias
    F32
    [5120]
  • blk.14.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.14.attn_v.bias
    F32
    [1024]
  • blk.14.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.14.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.14.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.14.ffn_norm.weight
    F32
    [5120]
  • blk.14.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.15
  • blk.15.attn_k.bias
    F32
    [1024]
  • blk.15.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.15.attn_norm.weight
    F32
    [5120]
  • blk.15.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.15.attn_q.bias
    F32
    [5120]
  • blk.15.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.15.attn_v.bias
    F32
    [1024]
  • blk.15.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.15.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.15.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.15.ffn_norm.weight
    F32
    [5120]
  • blk.15.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.16
  • blk.16.attn_k.bias
    F32
    [1024]
  • blk.16.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.16.attn_norm.weight
    F32
    [5120]
  • blk.16.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.16.attn_q.bias
    F32
    [5120]
  • blk.16.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.16.attn_v.bias
    F32
    [1024]
  • blk.16.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.16.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.16.ffn_gate.weight
    Q4_0
    [5120, 13824]
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    F32
    [5120]
  • blk.16.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.17
  • blk.17.attn_k.bias
    F32
    [1024]
  • blk.17.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.17.attn_norm.weight
    F32
    [5120]
  • blk.17.attn_output.weight
    Q4_0
    [5120, 5120]
  • blk.17.attn_q.bias
    F32
    [5120]
  • blk.17.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.17.attn_v.bias
    F32
    [1024]
  • blk.17.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.17.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.17.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.17.ffn_norm.weight
    F32
    [5120]
  • blk.17.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.18
  • blk.18.attn_k.bias
    F32
    [1024]
  • blk.18.attn_k.weight
    Q4_0
    [5120, 1024]
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    F32
    [5120]
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    Q4_0
    [5120, 5120]
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    F32
    [5120]
  • blk.18.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.18.attn_v.bias
    F32
    [1024]
  • blk.18.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.18.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.18.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.18.ffn_norm.weight
    F32
    [5120]
  • blk.18.ffn_up.weight
    Q4_0
    [5120, 13824]
    • blk.19
  • blk.19.attn_k.bias
    F32
    [1024]
  • blk.19.attn_k.weight
    Q4_0
    [5120, 1024]
  • blk.19.attn_norm.weight
    F32
    [5120]
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    Q4_0
    [5120, 5120]
  • blk.19.attn_q.bias
    F32
    [5120]
  • blk.19.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.19.attn_v.bias
    F32
    [1024]
  • blk.19.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.19.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.19.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.19.ffn_norm.weight
    F32
    [5120]
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    Q4_0
    [5120, 13824]
    • blk.20
  • blk.20.attn_k.bias
    F32
    [1024]
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    Q4_0
    [5120, 1024]
  • blk.20.attn_norm.weight
    F32
    [5120]
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    [5120, 13824]
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    F32
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    Q4_0
    [5120, 13824]
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    F32
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    Q4_0
    [5120, 1024]
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    F32
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    Q4_0
    [5120, 5120]
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    F32
    [5120]
  • blk.43.attn_q.weight
    Q4_0
    [5120, 5120]
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    F32
    [1024]
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    Q4_0
    [5120, 1024]
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    Q4_0
    [13824, 5120]
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    Q4_0
    [5120, 13824]
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    F32
    [5120]
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    Q4_0
    [5120, 13824]
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    F32
    [1024]
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    Q4_0
    [5120, 1024]
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    F32
    [5120]
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    Q4_0
    [5120, 5120]
  • blk.44.attn_q.bias
    F32
    [5120]
  • blk.44.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.44.attn_v.bias
    F32
    [1024]
  • blk.44.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.44.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.44.ffn_gate.weight
    Q4_0
    [5120, 13824]
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    F32
    [5120]
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    Q4_0
    [5120, 13824]
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    F32
    [1024]
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    Q4_0
    [5120, 1024]
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    F32
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    Q4_0
    [5120, 5120]
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    F32
    [5120]
  • blk.45.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.45.attn_v.bias
    F32
    [1024]
  • blk.45.attn_v.weight
    Q4_0
    [5120, 1024]
  • blk.45.ffn_down.weight
    Q4_0
    [13824, 5120]
  • blk.45.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.45.ffn_norm.weight
    F32
    [5120]
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    Q4_0
    [5120, 13824]
    • blk.46
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    F32
    [1024]
  • blk.46.attn_k.weight
    Q4_0
    [5120, 1024]
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    F32
    [5120]
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    Q4_0
    [5120, 5120]
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    F32
    [5120]
  • blk.46.attn_q.weight
    Q4_0
    [5120, 5120]
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    F32
    [1024]
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    Q4_0
    [5120, 1024]
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    Q4_0
    [13824, 5120]
  • blk.46.ffn_gate.weight
    Q4_0
    [5120, 13824]
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    F32
    [5120]
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    Q4_0
    [5120, 13824]
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    F32
    [1024]
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    Q4_0
    [5120, 1024]
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    F32
    [5120]
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    Q4_0
    [5120, 5120]
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    F32
    [5120]
  • blk.47.attn_q.weight
    Q4_0
    [5120, 5120]
  • blk.47.attn_v.bias
    F32
    [1024]
  • blk.47.attn_v.weight
    Q4_0
    [5120, 1024]
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    Q4_0
    [13824, 5120]
  • blk.47.ffn_gate.weight
    Q4_0
    [5120, 13824]
  • blk.47.ffn_norm.weight
    F32
    [5120]
  • blk.47.ffn_up.weight
    Q4_0
    [5120, 13824]
  • output.weight
    Q6_K
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  • output_norm.weight
    F32
    [5120]