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.

Tools 0.5B 1.5B 3B 7B 14B 32B 72B

66.7K Pulls Updated 11 hours ago

133 Tags

... /
model
2049f5674b1e · 9.0GB
    Metadata
  • general.architecture
    qwen2
  • general.file_type
    Q4_K_M
  • qwen2.attention.head_count
    40
  • qwen2.attention.head_count_kv
    8
  • qwen2.attention.layer_norm_rms_epsilon
    1e-06
  • 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
    [! " # $ % ...]
    • Tensors
  • Name
    Type
    Shape
  • token_embd.weight
    Q4_K
    [5120 152064]
    • blk.0
  • blk.0.attn_norm.weight
    F32
    [5120]
  • blk.0.ffn_down.weight
    Q6_K
    [13824 5120]
  • blk.0.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.0.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.0.ffn_norm.weight
    F32
    [5120]
  • blk.0.attn_k.bias
    F32
    [1024]
  • blk.0.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.0.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.0.attn_q.bias
    F32
    [5120]
  • blk.0.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.0.attn_v.bias
    F32
    [1024]
  • blk.0.attn_v.weight
    Q6_K
    [5120 1024]
    • blk.1
  • blk.1.attn_norm.weight
    F32
    [5120]
  • blk.1.ffn_down.weight
    Q6_K
    [13824 5120]
  • blk.1.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.1.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.1.ffn_norm.weight
    F32
    [5120]
  • blk.1.attn_k.bias
    F32
    [1024]
  • blk.1.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.1.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.1.attn_q.bias
    F32
    [5120]
  • blk.1.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.1.attn_v.bias
    F32
    [1024]
  • blk.1.attn_v.weight
    Q6_K
    [5120 1024]
    • blk.2
  • blk.2.attn_norm.weight
    F32
    [5120]
  • blk.2.ffn_down.weight
    Q6_K
    [13824 5120]
  • blk.2.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.2.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.2.ffn_norm.weight
    F32
    [5120]
  • blk.2.attn_k.bias
    F32
    [1024]
  • blk.2.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.2.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.2.attn_q.bias
    F32
    [5120]
  • blk.2.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.2.attn_v.bias
    F32
    [1024]
  • blk.2.attn_v.weight
    Q6_K
    [5120 1024]
    • blk.3
  • blk.3.attn_norm.weight
    F32
    [5120]
  • blk.3.ffn_down.weight
    Q6_K
    [13824 5120]
  • blk.3.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.3.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.3.ffn_norm.weight
    F32
    [5120]
  • blk.3.attn_k.bias
    F32
    [1024]
  • blk.3.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.3.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.3.attn_q.bias
    F32
    [5120]
  • blk.3.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.3.attn_v.bias
    F32
    [1024]
  • blk.3.attn_v.weight
    Q6_K
    [5120 1024]
    • blk.4
  • blk.4.attn_norm.weight
    F32
    [5120]
  • blk.4.ffn_norm.weight
    F32
    [5120]
  • blk.4.attn_k.bias
    F32
    [1024]
  • blk.4.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.4.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.4.attn_q.bias
    F32
    [5120]
  • blk.4.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.4.attn_v.bias
    F32
    [1024]
  • blk.4.attn_v.weight
    Q6_K
    [5120 1024]
  • blk.4.ffn_down.weight
    Q6_K
    [13824 5120]
  • blk.4.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.4.ffn_up.weight
    Q4_K
    [5120 13824]
    • blk.5
  • blk.5.attn_norm.weight
    F32
    [5120]
  • blk.5.ffn_down.weight
    Q4_K
    [13824 5120]
  • blk.5.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.5.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.5.ffn_norm.weight
    F32
    [5120]
  • blk.5.attn_k.bias
    F32
    [1024]
  • blk.5.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.5.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.5.attn_q.bias
    F32
    [5120]
  • blk.5.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.5.attn_v.bias
    F32
    [1024]
  • blk.5.attn_v.weight
    Q4_K
    [5120 1024]
    • blk.6
  • blk.6.attn_norm.weight
    F32
    [5120]
  • blk.6.ffn_down.weight
    Q4_K
    [13824 5120]
  • blk.6.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.6.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.6.ffn_norm.weight
    F32
    [5120]
  • blk.6.attn_k.bias
    F32
    [1024]
  • blk.6.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.6.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.6.attn_q.bias
    F32
    [5120]
  • blk.6.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.6.attn_v.bias
    F32
    [1024]
  • blk.6.attn_v.weight
    Q6_K
    [5120 1024]
    • blk.7
  • blk.7.attn_norm.weight
    F32
    [5120]
  • blk.7.ffn_down.weight
    Q6_K
    [13824 5120]
  • blk.7.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.7.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.7.ffn_norm.weight
    F32
    [5120]
  • blk.7.attn_k.bias
    F32
    [1024]
  • blk.7.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.7.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.7.attn_q.bias
    F32
    [5120]
  • blk.7.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.7.attn_v.bias
    F32
    [1024]
  • blk.7.attn_v.weight
    Q4_K
    [5120 1024]
    • blk.8
  • blk.8.attn_norm.weight
    F32
    [5120]
  • blk.8.ffn_down.weight
    Q4_K
    [13824 5120]
  • blk.8.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.8.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.8.ffn_norm.weight
    F32
    [5120]
  • blk.8.attn_k.bias
    F32
    [1024]
  • blk.8.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.8.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.8.attn_q.bias
    F32
    [5120]
  • blk.8.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.8.attn_v.bias
    F32
    [1024]
  • blk.8.attn_v.weight
    Q4_K
    [5120 1024]
    • blk.9
  • blk.9.attn_norm.weight
    F32
    [5120]
  • blk.9.ffn_down.weight
    Q4_K
    [13824 5120]
  • blk.9.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.9.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.9.ffn_norm.weight
    F32
    [5120]
  • blk.9.attn_k.bias
    F32
    [1024]
  • blk.9.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.9.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.9.attn_q.bias
    F32
    [5120]
  • blk.9.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.9.attn_v.bias
    F32
    [1024]
  • blk.9.attn_v.weight
    Q6_K
    [5120 1024]
    • blk.10
  • blk.10.attn_norm.weight
    F32
    [5120]
  • blk.10.ffn_down.weight
    Q6_K
    [13824 5120]
  • blk.10.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.10.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.10.ffn_norm.weight
    F32
    [5120]
  • blk.10.attn_k.bias
    F32
    [1024]
  • blk.10.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.10.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.10.attn_q.bias
    F32
    [5120]
  • blk.10.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.10.attn_v.bias
    F32
    [1024]
  • blk.10.attn_v.weight
    Q6_K
    [5120 1024]
    • blk.11
  • blk.11.attn_norm.weight
    F32
    [5120]
  • blk.11.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.11.ffn_norm.weight
    F32
    [5120]
  • blk.11.attn_k.bias
    F32
    [1024]
  • blk.11.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.11.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.11.attn_q.bias
    F32
    [5120]
  • blk.11.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.11.attn_v.bias
    F32
    [1024]
  • blk.11.attn_v.weight
    Q4_K
    [5120 1024]
  • blk.11.ffn_down.weight
    Q6_K
    [13824 5120]
  • blk.11.ffn_gate.weight
    Q4_K
    [5120 13824]
    • blk.12
  • blk.12.attn_norm.weight
    F32
    [5120]
  • blk.12.ffn_down.weight
    Q4_K
    [13824 5120]
  • blk.12.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.12.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.12.ffn_norm.weight
    F32
    [5120]
  • blk.12.attn_k.bias
    F32
    [1024]
  • blk.12.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.12.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.12.attn_q.bias
    F32
    [5120]
  • blk.12.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.12.attn_v.bias
    F32
    [1024]
  • blk.12.attn_v.weight
    Q4_K
    [5120 1024]
    • blk.13
  • blk.13.attn_norm.weight
    F32
    [5120]
  • blk.13.ffn_down.weight
    Q4_K
    [13824 5120]
  • blk.13.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.13.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.13.ffn_norm.weight
    F32
    [5120]
  • blk.13.attn_k.bias
    F32
    [1024]
  • blk.13.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.13.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.13.attn_q.bias
    F32
    [5120]
  • blk.13.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.13.attn_v.bias
    F32
    [1024]
  • blk.13.attn_v.weight
    Q4_K
    [5120 1024]
    • blk.14
  • blk.14.attn_norm.weight
    F32
    [5120]
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    Q6_K
    [13824 5120]
  • blk.14.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.14.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.14.ffn_norm.weight
    F32
    [5120]
  • blk.14.attn_k.bias
    F32
    [1024]
  • blk.14.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.14.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.14.attn_q.bias
    F32
    [5120]
  • blk.14.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.14.attn_v.bias
    F32
    [1024]
  • blk.14.attn_v.weight
    Q6_K
    [5120 1024]
    • blk.15
  • blk.15.attn_norm.weight
    F32
    [5120]
  • blk.15.ffn_down.weight
    Q4_K
    [13824 5120]
  • blk.15.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.15.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.15.ffn_norm.weight
    F32
    [5120]
  • blk.15.attn_k.bias
    F32
    [1024]
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    Q4_K
    [5120 1024]
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    Q4_K
    [5120 5120]
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    F32
    [5120]
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    Q4_K
    [5120 5120]
  • blk.15.attn_v.bias
    F32
    [1024]
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    Q4_K
    [5120 1024]
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  • blk.16.attn_norm.weight
    F32
    [5120]
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    Q4_K
    [13824 5120]
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    Q4_K
    [5120 13824]
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    Q4_K
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    F32
    [5120]
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    F32
    [1024]
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    Q4_K
    [5120 1024]
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    Q4_K
    [5120 5120]
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    F32
    [5120]
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    Q4_K
    [5120 5120]
  • blk.16.attn_v.bias
    F32
    [1024]
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    Q4_K
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    F32
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    Q6_K
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    Q4_K
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    F32
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    F32
    [1024]
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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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    F32
    [1024]
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    Q6_K
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    F32
    [5120]
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    Q4_K
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    Q4_K
    [5120 13824]
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    F32
    [5120]
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    [1024]
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    [1024]
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    [5120]
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    F32
    [1024]
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    [1024]
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    F32
    [5120]
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    Q4_K
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    F32
    [1024]
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    Q6_K
    [5120 1024]
    • blk.21
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    F32
    [5120]
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    Q4_K
    [13824 5120]
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    Q4_K
    [5120 13824]
  • blk.21.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.21.ffn_norm.weight
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    F32
    [5120]
  • blk.44.attn_k.bias
    F32
    [1024]
  • blk.44.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.44.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.44.attn_q.bias
    F32
    [5120]
  • blk.44.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.44.attn_v.bias
    F32
    [1024]
  • blk.44.attn_v.weight
    Q6_K
    [5120 1024]
    • blk.45
  • blk.45.attn_norm.weight
    F32
    [5120]
  • blk.45.ffn_down.weight
    Q6_K
    [13824 5120]
  • blk.45.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.45.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.45.ffn_norm.weight
    F32
    [5120]
  • blk.45.attn_k.bias
    F32
    [1024]
  • blk.45.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.45.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.45.attn_q.bias
    F32
    [5120]
  • blk.45.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.45.attn_v.bias
    F32
    [1024]
  • blk.45.attn_v.weight
    Q6_K
    [5120 1024]
    • blk.46
  • blk.46.attn_norm.weight
    F32
    [5120]
  • blk.46.ffn_down.weight
    Q6_K
    [13824 5120]
  • blk.46.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.46.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.46.ffn_norm.weight
    F32
    [5120]
  • blk.46.attn_k.bias
    F32
    [1024]
  • blk.46.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.46.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.46.attn_q.bias
    F32
    [5120]
  • blk.46.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.46.attn_v.bias
    F32
    [1024]
  • blk.46.attn_v.weight
    Q6_K
    [5120 1024]
    • blk.47
  • blk.47.attn_norm.weight
    F32
    [5120]
  • blk.47.ffn_gate.weight
    Q4_K
    [5120 13824]
  • blk.47.ffn_up.weight
    Q4_K
    [5120 13824]
  • blk.47.ffn_norm.weight
    F32
    [5120]
  • blk.47.attn_k.bias
    F32
    [1024]
  • blk.47.attn_k.weight
    Q4_K
    [5120 1024]
  • blk.47.attn_output.weight
    Q4_K
    [5120 5120]
  • blk.47.attn_q.bias
    F32
    [5120]
  • blk.47.attn_q.weight
    Q4_K
    [5120 5120]
  • blk.47.attn_v.bias
    F32
    [1024]
  • blk.47.attn_v.weight
    Q6_K
    [5120 1024]
  • blk.47.ffn_down.weight
    Q6_K
    [13824 5120]
  • output.weight
    Q6_K
    [5120 152064]
  • output_norm.weight
    F32
    [5120]