dengcao/
Qwen3-Embedding-4B:Q4_K_M

11.2K 3 months ago

Alibaba's text embedding model.Qwen3-Embedding-4B has the following features: Model Type: Text Embedding Supported Languages: 100+ Languages Number of Paramaters: 4B Context Length: 32k Embedding Dimension: Up to 2560, supports user-defined output ...

tools thinking
... /
model
aaeddb737110 · 2.5GB
    Metadata
  • general.architecture
    qwen3
  • general.file_type
    Q4_K_M
  • qwen3.attention.head_count
    32
  • qwen3.attention.head_count_kv
    8
  • qwen3.attention.key_length
    128
  • qwen3.attention.layer_norm_rms_epsilon
    1e-06
  • qwen3.attention.value_length
    128
  • qwen3.block_count
    36
  • qwen3.context_length
    40960
  • qwen3.embedding_length
    2560
  • qwen3.feed_forward_length
    9728
  • qwen3.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
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    [128]
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    F32
    [2560]
  • blk.0.attn_output.weight
    Q4_K
    [4096, 2560]
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    Q4_K
    [2560, 4096]
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    F32
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    F32
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    Q4_K
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    F32
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    Q4_K
    [4096, 2560]
  • blk.22.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.22.attn_q_norm.weight
    F32
    [128]
  • blk.22.attn_v.weight
    Q4_K
    [2560, 1024]
  • blk.22.ffn_down.weight
    Q4_K
    [9728, 2560]
  • blk.22.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.22.ffn_norm.weight
    F32
    [2560]
  • blk.22.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.23
  • blk.23.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.23.attn_k_norm.weight
    F32
    [128]
  • blk.23.attn_norm.weight
    F32
    [2560]
  • blk.23.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.23.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.23.attn_q_norm.weight
    F32
    [128]
  • blk.23.attn_v.weight
    Q4_K
    [2560, 1024]
  • blk.23.ffn_down.weight
    Q4_K
    [9728, 2560]
  • blk.23.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.23.ffn_norm.weight
    F32
    [2560]
  • blk.23.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.24
  • blk.24.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.24.attn_k_norm.weight
    F32
    [128]
  • blk.24.attn_norm.weight
    F32
    [2560]
  • blk.24.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.24.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.24.attn_q_norm.weight
    F32
    [128]
  • blk.24.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.24.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.24.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.24.ffn_norm.weight
    F32
    [2560]
  • blk.24.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.25
  • blk.25.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.25.attn_k_norm.weight
    F32
    [128]
  • blk.25.attn_norm.weight
    F32
    [2560]
  • blk.25.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.25.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.25.attn_q_norm.weight
    F32
    [128]
  • blk.25.attn_v.weight
    Q4_K
    [2560, 1024]
  • blk.25.ffn_down.weight
    Q4_K
    [9728, 2560]
  • blk.25.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.25.ffn_norm.weight
    F32
    [2560]
  • blk.25.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.26
  • blk.26.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.26.attn_k_norm.weight
    F32
    [128]
  • blk.26.attn_norm.weight
    F32
    [2560]
  • blk.26.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.26.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.26.attn_q_norm.weight
    F32
    [128]
  • blk.26.attn_v.weight
    Q4_K
    [2560, 1024]
  • blk.26.ffn_down.weight
    Q4_K
    [9728, 2560]
  • blk.26.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.26.ffn_norm.weight
    F32
    [2560]
  • blk.26.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.27
  • blk.27.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.27.attn_k_norm.weight
    F32
    [128]
  • blk.27.attn_norm.weight
    F32
    [2560]
  • blk.27.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.27.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.27.attn_q_norm.weight
    F32
    [128]
  • blk.27.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.27.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.27.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.27.ffn_norm.weight
    F32
    [2560]
  • blk.27.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.28
  • blk.28.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.28.attn_k_norm.weight
    F32
    [128]
  • blk.28.attn_norm.weight
    F32
    [2560]
  • blk.28.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.28.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.28.attn_q_norm.weight
    F32
    [128]
  • blk.28.attn_v.weight
    Q4_K
    [2560, 1024]
  • blk.28.ffn_down.weight
    Q4_K
    [9728, 2560]
  • blk.28.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.28.ffn_norm.weight
    F32
    [2560]
  • blk.28.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.29
  • blk.29.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.29.attn_k_norm.weight
    F32
    [128]
  • blk.29.attn_norm.weight
    F32
    [2560]
  • blk.29.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.29.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.29.attn_q_norm.weight
    F32
    [128]
  • blk.29.attn_v.weight
    Q4_K
    [2560, 1024]
  • blk.29.ffn_down.weight
    Q4_K
    [9728, 2560]
  • blk.29.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.29.ffn_norm.weight
    F32
    [2560]
  • blk.29.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.30
  • blk.30.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.30.attn_k_norm.weight
    F32
    [128]
  • blk.30.attn_norm.weight
    F32
    [2560]
  • blk.30.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.30.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.30.attn_q_norm.weight
    F32
    [128]
  • blk.30.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.30.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.30.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.30.ffn_norm.weight
    F32
    [2560]
  • blk.30.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.31
  • blk.31.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.31.attn_k_norm.weight
    F32
    [128]
  • blk.31.attn_norm.weight
    F32
    [2560]
  • blk.31.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.31.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.31.attn_q_norm.weight
    F32
    [128]
  • blk.31.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.31.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.31.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.31.ffn_norm.weight
    F32
    [2560]
  • blk.31.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.32
  • blk.32.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.32.attn_k_norm.weight
    F32
    [128]
  • blk.32.attn_norm.weight
    F32
    [2560]
  • blk.32.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.32.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.32.attn_q_norm.weight
    F32
    [128]
  • blk.32.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.32.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.32.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.32.ffn_norm.weight
    F32
    [2560]
  • blk.32.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.33
  • blk.33.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.33.attn_k_norm.weight
    F32
    [128]
  • blk.33.attn_norm.weight
    F32
    [2560]
  • blk.33.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.33.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.33.attn_q_norm.weight
    F32
    [128]
  • blk.33.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.33.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.33.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.33.ffn_norm.weight
    F32
    [2560]
  • blk.33.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.34
  • blk.34.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.34.attn_k_norm.weight
    F32
    [128]
  • blk.34.attn_norm.weight
    F32
    [2560]
  • blk.34.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.34.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.34.attn_q_norm.weight
    F32
    [128]
  • blk.34.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.34.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.34.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.34.ffn_norm.weight
    F32
    [2560]
  • blk.34.ffn_up.weight
    Q4_K
    [2560, 9728]
    • blk.35
  • blk.35.attn_k.weight
    Q4_K
    [2560, 1024]
  • blk.35.attn_k_norm.weight
    F32
    [128]
  • blk.35.attn_norm.weight
    F32
    [2560]
  • blk.35.attn_output.weight
    Q4_K
    [4096, 2560]
  • blk.35.attn_q.weight
    Q4_K
    [2560, 4096]
  • blk.35.attn_q_norm.weight
    F32
    [128]
  • blk.35.attn_v.weight
    Q6_K
    [2560, 1024]
  • blk.35.ffn_down.weight
    Q6_K
    [9728, 2560]
  • blk.35.ffn_gate.weight
    Q4_K
    [2560, 9728]
  • blk.35.ffn_norm.weight
    F32
    [2560]
  • blk.35.ffn_up.weight
    Q4_K
    [2560, 9728]
  • output_norm.weight
    F32
    [2560]