qwen2.5

Qwen2.5 models are pretrained on Alibaba's latest large-scale dataset, encompassing up to 18 trillion tokens. The model supports up to 128K tokens and has multilingual support.

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68K Pulls Updated 12 hours ago

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model
8207b0a0906f · 506MB
    Metadata
  • general.architecture
    qwen2
  • general.file_type
    Q6_K
  • qwen2.attention.head_count
    14
  • qwen2.attention.head_count_kv
    2
  • qwen2.attention.layer_norm_rms_epsilon
    1e-06
  • qwen2.block_count
    24
  • qwen2.context_length
    32768
  • qwen2.embedding_length
    896
  • qwen2.feed_forward_length
    4864
  • 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
    [! " # $ % ...]
    • Tensors
  • Name
    Type
    Shape
  • token_embd.weight
    Q8_0
    [896 151936]
    • blk.0
  • blk.0.attn_norm.weight
    F32
    [896]
  • blk.0.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.0.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.0.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.0.ffn_norm.weight
    F32
    [896]
  • blk.0.attn_k.bias
    F32
    [128]
  • blk.0.attn_k.weight
    Q8_0
    [896 128]
  • blk.0.attn_output.weight
    Q8_0
    [896 896]
  • blk.0.attn_q.bias
    F32
    [896]
  • blk.0.attn_q.weight
    Q8_0
    [896 896]
  • blk.0.attn_v.bias
    F32
    [128]
  • blk.0.attn_v.weight
    Q8_0
    [896 128]
    • blk.1
  • blk.1.attn_norm.weight
    F32
    [896]
  • blk.1.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.1.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.1.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.1.ffn_norm.weight
    F32
    [896]
  • blk.1.attn_k.bias
    F32
    [128]
  • blk.1.attn_k.weight
    Q8_0
    [896 128]
  • blk.1.attn_output.weight
    Q8_0
    [896 896]
  • blk.1.attn_q.bias
    F32
    [896]
  • blk.1.attn_q.weight
    Q8_0
    [896 896]
  • blk.1.attn_v.bias
    F32
    [128]
  • blk.1.attn_v.weight
    Q8_0
    [896 128]
    • blk.2
  • blk.2.attn_norm.weight
    F32
    [896]
  • blk.2.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.2.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.2.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.2.ffn_norm.weight
    F32
    [896]
  • blk.2.attn_k.bias
    F32
    [128]
  • blk.2.attn_k.weight
    Q8_0
    [896 128]
  • blk.2.attn_output.weight
    Q8_0
    [896 896]
  • blk.2.attn_q.bias
    F32
    [896]
  • blk.2.attn_q.weight
    Q8_0
    [896 896]
  • blk.2.attn_v.bias
    F32
    [128]
  • blk.2.attn_v.weight
    Q8_0
    [896 128]
    • blk.3
  • blk.3.attn_norm.weight
    F32
    [896]
  • blk.3.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.3.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.3.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.3.ffn_norm.weight
    F32
    [896]
  • blk.3.attn_k.bias
    F32
    [128]
  • blk.3.attn_k.weight
    Q8_0
    [896 128]
  • blk.3.attn_output.weight
    Q8_0
    [896 896]
  • blk.3.attn_q.bias
    F32
    [896]
  • blk.3.attn_q.weight
    Q8_0
    [896 896]
  • blk.3.attn_v.bias
    F32
    [128]
  • blk.3.attn_v.weight
    Q8_0
    [896 128]
    • blk.4
  • blk.4.attn_norm.weight
    F32
    [896]
  • blk.4.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.4.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.4.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.4.ffn_norm.weight
    F32
    [896]
  • blk.4.attn_k.bias
    F32
    [128]
  • blk.4.attn_k.weight
    Q8_0
    [896 128]
  • blk.4.attn_output.weight
    Q8_0
    [896 896]
  • blk.4.attn_q.bias
    F32
    [896]
  • blk.4.attn_q.weight
    Q8_0
    [896 896]
  • blk.4.attn_v.bias
    F32
    [128]
  • blk.4.attn_v.weight
    Q8_0
    [896 128]
    • blk.5
  • blk.5.attn_norm.weight
    F32
    [896]
  • blk.5.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.5.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.5.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.5.ffn_norm.weight
    F32
    [896]
  • blk.5.attn_k.bias
    F32
    [128]
  • blk.5.attn_k.weight
    Q8_0
    [896 128]
  • blk.5.attn_output.weight
    Q8_0
    [896 896]
  • blk.5.attn_q.bias
    F32
    [896]
  • blk.5.attn_q.weight
    Q8_0
    [896 896]
  • blk.5.attn_v.bias
    F32
    [128]
  • blk.5.attn_v.weight
    Q8_0
    [896 128]
    • blk.6
  • blk.6.attn_norm.weight
    F32
    [896]
  • blk.6.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.6.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.6.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.6.ffn_norm.weight
    F32
    [896]
  • blk.6.attn_k.bias
    F32
    [128]
  • blk.6.attn_k.weight
    Q8_0
    [896 128]
  • blk.6.attn_output.weight
    Q8_0
    [896 896]
  • blk.6.attn_q.bias
    F32
    [896]
  • blk.6.attn_q.weight
    Q8_0
    [896 896]
  • blk.6.attn_v.bias
    F32
    [128]
  • blk.6.attn_v.weight
    Q8_0
    [896 128]
    • blk.7
  • blk.7.attn_norm.weight
    F32
    [896]
  • blk.7.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.7.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.7.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.7.ffn_norm.weight
    F32
    [896]
  • blk.7.attn_k.bias
    F32
    [128]
  • blk.7.attn_k.weight
    Q8_0
    [896 128]
  • blk.7.attn_output.weight
    Q8_0
    [896 896]
  • blk.7.attn_q.bias
    F32
    [896]
  • blk.7.attn_q.weight
    Q8_0
    [896 896]
  • blk.7.attn_v.bias
    F32
    [128]
  • blk.7.attn_v.weight
    Q8_0
    [896 128]
    • blk.8
  • blk.8.attn_norm.weight
    F32
    [896]
  • blk.8.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.8.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.8.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.8.ffn_norm.weight
    F32
    [896]
  • blk.8.attn_k.bias
    F32
    [128]
  • blk.8.attn_k.weight
    Q8_0
    [896 128]
  • blk.8.attn_output.weight
    Q8_0
    [896 896]
  • blk.8.attn_q.bias
    F32
    [896]
  • blk.8.attn_q.weight
    Q8_0
    [896 896]
  • blk.8.attn_v.bias
    F32
    [128]
  • blk.8.attn_v.weight
    Q8_0
    [896 128]
    • blk.9
  • blk.9.attn_norm.weight
    F32
    [896]
  • blk.9.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.9.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.9.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.9.ffn_norm.weight
    F32
    [896]
  • blk.9.attn_k.bias
    F32
    [128]
  • blk.9.attn_k.weight
    Q8_0
    [896 128]
  • blk.9.attn_output.weight
    Q8_0
    [896 896]
  • blk.9.attn_q.bias
    F32
    [896]
  • blk.9.attn_q.weight
    Q8_0
    [896 896]
  • blk.9.attn_v.bias
    F32
    [128]
  • blk.9.attn_v.weight
    Q8_0
    [896 128]
    • blk.10
  • blk.10.attn_norm.weight
    F32
    [896]
  • blk.10.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.10.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.10.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.10.ffn_norm.weight
    F32
    [896]
  • blk.10.attn_k.bias
    F32
    [128]
  • blk.10.attn_k.weight
    Q8_0
    [896 128]
  • blk.10.attn_output.weight
    Q8_0
    [896 896]
  • blk.10.attn_q.bias
    F32
    [896]
  • blk.10.attn_q.weight
    Q8_0
    [896 896]
  • blk.10.attn_v.bias
    F32
    [128]
  • blk.10.attn_v.weight
    Q8_0
    [896 128]
    • blk.11
  • blk.11.attn_norm.weight
    F32
    [896]
  • blk.11.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.11.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.11.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.11.ffn_norm.weight
    F32
    [896]
  • blk.11.attn_k.bias
    F32
    [128]
  • blk.11.attn_k.weight
    Q8_0
    [896 128]
  • blk.11.attn_output.weight
    Q8_0
    [896 896]
  • blk.11.attn_q.bias
    F32
    [896]
  • blk.11.attn_q.weight
    Q8_0
    [896 896]
  • blk.11.attn_v.bias
    F32
    [128]
  • blk.11.attn_v.weight
    Q8_0
    [896 128]
    • blk.12
  • blk.12.attn_norm.weight
    F32
    [896]
  • blk.12.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.12.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.12.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.12.ffn_norm.weight
    F32
    [896]
  • blk.12.attn_k.bias
    F32
    [128]
  • blk.12.attn_k.weight
    Q8_0
    [896 128]
  • blk.12.attn_output.weight
    Q8_0
    [896 896]
  • blk.12.attn_q.bias
    F32
    [896]
  • blk.12.attn_q.weight
    Q8_0
    [896 896]
  • blk.12.attn_v.bias
    F32
    [128]
  • blk.12.attn_v.weight
    Q8_0
    [896 128]
    • blk.13
  • blk.13.attn_norm.weight
    F32
    [896]
  • blk.13.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.13.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.13.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.13.ffn_norm.weight
    F32
    [896]
  • blk.13.attn_k.bias
    F32
    [128]
  • blk.13.attn_k.weight
    Q8_0
    [896 128]
  • blk.13.attn_output.weight
    Q8_0
    [896 896]
  • blk.13.attn_q.bias
    F32
    [896]
  • blk.13.attn_q.weight
    Q8_0
    [896 896]
  • blk.13.attn_v.bias
    F32
    [128]
  • blk.13.attn_v.weight
    Q8_0
    [896 128]
    • blk.14
  • blk.14.attn_norm.weight
    F32
    [896]
  • blk.14.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.14.ffn_gate.weight
    Q8_0
    [896 4864]
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    Q8_0
    [896 4864]
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    F32
    [896]
  • blk.14.attn_k.bias
    F32
    [128]
  • blk.14.attn_k.weight
    Q8_0
    [896 128]
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    Q8_0
    [896 896]
  • blk.14.attn_q.bias
    F32
    [896]
  • blk.14.attn_q.weight
    Q8_0
    [896 896]
  • blk.14.attn_v.bias
    F32
    [128]
  • blk.14.attn_v.weight
    Q8_0
    [896 128]
    • blk.15
  • blk.15.attn_norm.weight
    F32
    [896]
  • blk.15.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.15.ffn_gate.weight
    Q8_0
    [896 4864]
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    Q8_0
    [896 4864]
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    F32
    [896]
  • blk.15.attn_k.bias
    F32
    [128]
  • blk.15.attn_k.weight
    Q8_0
    [896 128]
  • blk.15.attn_output.weight
    Q8_0
    [896 896]
  • blk.15.attn_q.bias
    F32
    [896]
  • blk.15.attn_q.weight
    Q8_0
    [896 896]
  • blk.15.attn_v.bias
    F32
    [128]
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    Q8_0
    [896 128]
    • blk.16
  • blk.16.attn_norm.weight
    F32
    [896]
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    Q6_K
    [4864 896]
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    Q8_0
    [896 4864]
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    Q8_0
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    F32
    [896]
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    F32
    [128]
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    Q8_0
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    Q8_0
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    F32
    [896]
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    Q8_0
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    F32
    [128]
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    Q8_0
    [896 128]
    • blk.17
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    F32
    [896]
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    Q6_K
    [4864 896]
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    Q8_0
    [896 4864]
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    Q8_0
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    F32
    [896]
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    F32
    [128]
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    Q8_0
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    F32
    [896]
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    Q8_0
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    F32
    [128]
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    Q8_0
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    F32
    [896]
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    Q6_K
    [4864 896]
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    Q8_0
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    Q8_0
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    F32
    [896]
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    F32
    [128]
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    Q8_0
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    Q8_0
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    F32
    [896]
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    Q8_0
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    F32
    [128]
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    [896]
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    [128]
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    [896]
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    F32
    [896]
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    F32
    [128]
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    Q8_0
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    F32
    [896]
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    Q8_0
    [896 896]
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    F32
    [128]
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    Q8_0
    [896 128]
    • blk.22
  • blk.22.attn_norm.weight
    F32
    [896]
  • blk.22.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.22.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.22.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.22.ffn_norm.weight
    F32
    [896]
  • blk.22.attn_k.bias
    F32
    [128]
  • blk.22.attn_k.weight
    Q8_0
    [896 128]
  • blk.22.attn_output.weight
    Q8_0
    [896 896]
  • blk.22.attn_q.bias
    F32
    [896]
  • blk.22.attn_q.weight
    Q8_0
    [896 896]
  • blk.22.attn_v.bias
    F32
    [128]
  • blk.22.attn_v.weight
    Q8_0
    [896 128]
    • blk.23
  • blk.23.attn_norm.weight
    F32
    [896]
  • blk.23.ffn_down.weight
    Q6_K
    [4864 896]
  • blk.23.ffn_gate.weight
    Q8_0
    [896 4864]
  • blk.23.ffn_up.weight
    Q8_0
    [896 4864]
  • blk.23.ffn_norm.weight
    F32
    [896]
  • blk.23.attn_k.bias
    F32
    [128]
  • blk.23.attn_k.weight
    Q8_0
    [896 128]
  • blk.23.attn_output.weight
    Q8_0
    [896 896]
  • blk.23.attn_q.bias
    F32
    [896]
  • blk.23.attn_q.weight
    Q8_0
    [896 896]
  • blk.23.attn_v.bias
    F32
    [128]
  • blk.23.attn_v.weight
    Q8_0
    [896 128]
  • output_norm.weight
    F32
    [896]