vanilj / qwen2.5-coder-32b-instruct-iq4_xs

Perfect size for 24GB GPUs!

tools

63 13 days ago

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model
f94f9ef4e183 · 18GB
    Metadata
  • general.architecture
    qwen2
  • general.base_model.0.name
    Qwen2.5 Coder 32B
  • general.base_model.0.organization
    Qwen
  • general.base_model.0.repo_url
    https://huggingface.co/Qwen/Qwen2.5-Coder-32B
  • general.base_model.count
    1
  • general.basename
    Qwen2.5-Coder
  • general.file_type
    30
  • general.finetune
    Instruct
  • general.languages
    [en]
  • general.license
    apache-2.0
  • general.license.link
    https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct/blob/main/LICENSE
  • general.name
    Qwen2.5 Coder 32B Instruct
  • general.quantization_version
    2
  • general.size_label
    32B
  • general.tags
    [code, codeqwen, chat, qwen, qwen-coder, ...]
  • general.type
    model
  • quantize.imatrix.chunks_count
    128
  • quantize.imatrix.dataset
    /training_dir/calibration_datav3.txt
  • quantize.imatrix.entries_count
    448
  • quantize.imatrix.file
    /models_out/Qwen2.5-Coder-32B-Instruct-GGUF/Qwen2.5-Coder-32B-Instruct.imatrix
  • qwen2.attention.head_count
    40
  • qwen2.attention.head_count_kv
    8
  • qwen2.attention.layer_norm_rms_epsilon
    1e-06
  • qwen2.block_count
    64
  • qwen2.context_length
    32768
  • qwen2.embedding_length
    5120
  • qwen2.feed_forward_length
    27648
  • 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
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  • blk.0.attn_norm.weight
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    [5120]
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    (!unknown_type 23!)
    [5120, 5120]
  • blk.0.attn_q.bias
    F32
    [5120]
  • blk.0.attn_q.weight
    (!unknown_type 23!)
    [5120, 5120]
  • blk.0.attn_v.bias
    F32
    [1024]
  • blk.0.attn_v.weight
    Q5_K
    [5120, 1024]
  • blk.0.ffn_down.weight
    (!unknown_type 23!)
    [27648, 5120]
  • blk.0.ffn_gate.weight
    (!unknown_type 23!)
    [5120, 27648]
  • blk.0.ffn_norm.weight
    F32
    [5120]
  • blk.0.ffn_up.weight
    (!unknown_type 23!)
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    • blk.1
  • blk.1.attn_k.bias
    F32
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  • blk.1.attn_k.weight
    (!unknown_type 23!)
    [5120, 1024]
  • blk.1.attn_norm.weight
    F32
    [5120]
  • blk.1.attn_output.weight
    (!unknown_type 23!)
    [5120, 5120]
  • blk.1.attn_q.bias
    F32
    [5120]
  • blk.1.attn_q.weight
    (!unknown_type 23!)
    [5120, 5120]
  • blk.1.attn_v.bias
    F32
    [1024]
  • blk.1.attn_v.weight
    Q5_K
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    (!unknown_type 23!)
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    (!unknown_type 23!)
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  • blk.1.ffn_norm.weight
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    (!unknown_type 23!)
    [5120, 1024]
  • blk.2.attn_norm.weight
    F32
    [5120]
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    (!unknown_type 23!)
    [5120, 5120]
  • blk.2.attn_q.bias
    F32
    [5120]
  • blk.2.attn_q.weight
    (!unknown_type 23!)
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  • blk.2.attn_v.bias
    F32
    [1024]
  • blk.2.attn_v.weight
    Q5_K
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    (!unknown_type 23!)
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  • blk.2.ffn_norm.weight
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    (!unknown_type 23!)
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    F32
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  • blk.3.attn_v.bias
    F32
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  • blk.3.attn_v.weight
    Q5_K
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    F32
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    Q5_K
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    F32
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    (!unknown_type 23!)
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    F32
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  • blk.5.attn_v.weight
    Q5_K
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    F32
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    Q5_K
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    F32
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    F32
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    F32
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    F32
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    F32
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    Q5_K
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    F32
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    F32
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    F32
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    F32
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    F32
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    Q5_K
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    F32
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    F32
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    F32
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    F32
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    (!unknown_type 23!)
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    F32
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    Q5_K
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    F32
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    F32
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    F32
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    (!unknown_type 23!)
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    F32
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    (!unknown_type 23!)
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    F32
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    Q5_K
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    F32
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    F32
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    F32
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    (!unknown_type 23!)
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    F32
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    (!unknown_type 23!)
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    F32
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    Q5_K
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    (!unknown_type 23!)
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    F32
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    F32
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    F32
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    (!unknown_type 23!)
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    F32
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    (!unknown_type 23!)
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    F32
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    Q5_K
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    (!unknown_type 23!)
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    F32
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    F32
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    F32
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    (!unknown_type 23!)
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    F32
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    (!unknown_type 23!)
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    F32
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    Q5_K
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    (!unknown_type 23!)
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    F32
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    (!unknown_type 23!)
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    F32
    [1024]
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    (!unknown_type 23!)
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    F32
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    (!unknown_type 23!)
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    F32
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    (!unknown_type 23!)
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    F32
    [1024]
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    Q5_K
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    (!unknown_type 23!)
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    F32
    [5120]
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    (!unknown_type 23!)
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  • blk.41.attn_k.bias
    F32
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    F32
    [5120]
  • blk.62.ffn_up.weight
    (!unknown_type 23!)
    [5120, 27648]
    • blk.63
  • blk.63.attn_k.bias
    F32
    [1024]
  • blk.63.attn_k.weight
    (!unknown_type 23!)
    [5120, 1024]
  • blk.63.attn_norm.weight
    F32
    [5120]
  • blk.63.attn_output.weight
    (!unknown_type 23!)
    [5120, 5120]
  • blk.63.attn_q.bias
    F32
    [5120]
  • blk.63.attn_q.weight
    (!unknown_type 23!)
    [5120, 5120]
  • blk.63.attn_v.bias
    F32
    [1024]
  • blk.63.attn_v.weight
    Q5_K
    [5120, 1024]
  • blk.63.ffn_down.weight
    (!unknown_type 23!)
    [27648, 5120]
  • blk.63.ffn_gate.weight
    (!unknown_type 23!)
    [5120, 27648]
  • blk.63.ffn_norm.weight
    F32
    [5120]
  • blk.63.ffn_up.weight
    (!unknown_type 23!)
    [5120, 27648]
  • output.weight
    Q6_K
    [5120, 152064]
  • output_norm.weight
    F32
    [5120]