karuniaperjuangan / multilingual-e5-small

embedding

366 3 months ago

1 Tag
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model
f0cfa4fb1aec · 132MB
    Metadata
  • bert.attention.causal
    false
  • bert.attention.head_count
    12
  • bert.attention.layer_norm_epsilon
    1e-12
  • bert.block_count
    12
  • bert.context_length
    512
  • bert.embedding_length
    384
  • bert.feed_forward_length
    1536
  • bert.pooling_type
    1
  • general.architecture
    bert
  • general.basename
    multilingual-e5
  • general.file_type
    7
  • general.languages
    [multilingual, af, am, ar, as, ...]
  • general.license
    mit
  • general.organization
    Tmp
  • general.quantization_version
    2
  • general.size_label
    small
  • general.tags
    [mteb, Sentence Transformers, sentence-similarity, sentence-transformers]
  • general.type
    model
  • tokenizer.ggml.bos_token_id
    0
  • tokenizer.ggml.cls_token_id
    0
  • tokenizer.ggml.eos_token_id
    2
  • tokenizer.ggml.mask_token_id
    250001
  • tokenizer.ggml.model
    bert
  • tokenizer.ggml.padding_token_id
    1
  • tokenizer.ggml.pre
    multilingual-e5-small
  • tokenizer.ggml.seperator_token_id
    2
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 1, ...]
  • tokenizer.ggml.token_type_count
    2
  • tokenizer.ggml.tokens
    [▁<s>, ▁<pad>, ▁</s>, ▁<unk>, ▁,, ...]
  • tokenizer.ggml.unknown_token_id
    3
    • Tensor
  • Name
    Type
    Shape
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    Q8_0
    [384, 250037]
    • blk.0
  • blk.0.attn_k.bias
    F32
    [384]
  • blk.0.attn_k.weight
    Q8_0
    [384, 384]
  • blk.0.attn_output.bias
    F32
    [384]
  • blk.0.attn_output.weight
    Q8_0
    [384, 384]
  • blk.0.attn_output_norm.bias
    F32
    [384]
  • blk.0.attn_output_norm.weight
    F32
    [384]
  • blk.0.attn_q.bias
    F32
    [384]
  • blk.0.attn_q.weight
    Q8_0
    [384, 384]
  • blk.0.attn_v.bias
    F32
    [384]
  • blk.0.attn_v.weight
    Q8_0
    [384, 384]
  • blk.0.ffn_down.bias
    F32
    [384]
  • blk.0.ffn_down.weight
    Q8_0
    [1536, 384]
  • blk.0.ffn_up.bias
    F32
    [1536]
  • blk.0.ffn_up.weight
    Q8_0
    [384, 1536]
  • blk.0.layer_output_norm.bias
    F32
    [384]
  • blk.0.layer_output_norm.weight
    F32
    [384]
    • blk.1
  • blk.1.attn_k.bias
    F32
    [384]
  • blk.1.attn_k.weight
    Q8_0
    [384, 384]
  • blk.1.attn_output.bias
    F32
    [384]
  • blk.1.attn_output.weight
    Q8_0
    [384, 384]
  • blk.1.attn_output_norm.bias
    F32
    [384]
  • blk.1.attn_output_norm.weight
    F32
    [384]
  • blk.1.attn_q.bias
    F32
    [384]
  • blk.1.attn_q.weight
    Q8_0
    [384, 384]
  • blk.1.attn_v.bias
    F32
    [384]
  • blk.1.attn_v.weight
    Q8_0
    [384, 384]
  • blk.1.ffn_down.bias
    F32
    [384]
  • blk.1.ffn_down.weight
    Q8_0
    [1536, 384]
  • blk.1.ffn_up.bias
    F32
    [1536]
  • blk.1.ffn_up.weight
    Q8_0
    [384, 1536]
  • blk.1.layer_output_norm.bias
    F32
    [384]
  • blk.1.layer_output_norm.weight
    F32
    [384]
    • blk.2
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    F32
    [384]
  • blk.2.attn_k.weight
    Q8_0
    [384, 384]
  • blk.2.attn_output.bias
    F32
    [384]
  • blk.2.attn_output.weight
    Q8_0
    [384, 384]
  • blk.2.attn_output_norm.bias
    F32
    [384]
  • blk.2.attn_output_norm.weight
    F32
    [384]
  • blk.2.attn_q.bias
    F32
    [384]
  • blk.2.attn_q.weight
    Q8_0
    [384, 384]
  • blk.2.attn_v.bias
    F32
    [384]
  • blk.2.attn_v.weight
    Q8_0
    [384, 384]
  • blk.2.ffn_down.bias
    F32
    [384]
  • blk.2.ffn_down.weight
    Q8_0
    [1536, 384]
  • blk.2.ffn_up.bias
    F32
    [1536]
  • blk.2.ffn_up.weight
    Q8_0
    [384, 1536]
  • blk.2.layer_output_norm.bias
    F32
    [384]
  • blk.2.layer_output_norm.weight
    F32
    [384]
    • blk.3
  • blk.3.attn_k.bias
    F32
    [384]
  • blk.3.attn_k.weight
    Q8_0
    [384, 384]
  • blk.3.attn_output.bias
    F32
    [384]
  • blk.3.attn_output.weight
    Q8_0
    [384, 384]
  • blk.3.attn_output_norm.bias
    F32
    [384]
  • blk.3.attn_output_norm.weight
    F32
    [384]
  • blk.3.attn_q.bias
    F32
    [384]
  • blk.3.attn_q.weight
    Q8_0
    [384, 384]
  • blk.3.attn_v.bias
    F32
    [384]
  • blk.3.attn_v.weight
    Q8_0
    [384, 384]
  • blk.3.ffn_down.bias
    F32
    [384]
  • blk.3.ffn_down.weight
    Q8_0
    [1536, 384]
  • blk.3.ffn_up.bias
    F32
    [1536]
  • blk.3.ffn_up.weight
    Q8_0
    [384, 1536]
  • blk.3.layer_output_norm.bias
    F32
    [384]
  • blk.3.layer_output_norm.weight
    F32
    [384]
    • blk.4
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    F32
    [384]
  • blk.4.attn_k.weight
    Q8_0
    [384, 384]
  • blk.4.attn_output.bias
    F32
    [384]
  • blk.4.attn_output.weight
    Q8_0
    [384, 384]
  • blk.4.attn_output_norm.bias
    F32
    [384]
  • blk.4.attn_output_norm.weight
    F32
    [384]
  • blk.4.attn_q.bias
    F32
    [384]
  • blk.4.attn_q.weight
    Q8_0
    [384, 384]
  • blk.4.attn_v.bias
    F32
    [384]
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    Q8_0
    [384, 384]
  • blk.4.ffn_down.bias
    F32
    [384]
  • blk.4.ffn_down.weight
    Q8_0
    [1536, 384]
  • blk.4.ffn_up.bias
    F32
    [1536]
  • blk.4.ffn_up.weight
    Q8_0
    [384, 1536]
  • blk.4.layer_output_norm.bias
    F32
    [384]
  • blk.4.layer_output_norm.weight
    F32
    [384]
    • blk.5
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    F32
    [384]
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    Q8_0
    [384, 384]
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    F32
    [384]
  • blk.5.attn_output.weight
    Q8_0
    [384, 384]
  • blk.5.attn_output_norm.bias
    F32
    [384]
  • blk.5.attn_output_norm.weight
    F32
    [384]
  • blk.5.attn_q.bias
    F32
    [384]
  • blk.5.attn_q.weight
    Q8_0
    [384, 384]
  • blk.5.attn_v.bias
    F32
    [384]
  • blk.5.attn_v.weight
    Q8_0
    [384, 384]
  • blk.5.ffn_down.bias
    F32
    [384]
  • blk.5.ffn_down.weight
    Q8_0
    [1536, 384]
  • blk.5.ffn_up.bias
    F32
    [1536]
  • blk.5.ffn_up.weight
    Q8_0
    [384, 1536]
  • blk.5.layer_output_norm.bias
    F32
    [384]
  • blk.5.layer_output_norm.weight
    F32
    [384]
    • blk.6
  • blk.6.attn_k.bias
    F32
    [384]
  • blk.6.attn_k.weight
    Q8_0
    [384, 384]
  • blk.6.attn_output.bias
    F32
    [384]
  • blk.6.attn_output.weight
    Q8_0
    [384, 384]
  • blk.6.attn_output_norm.bias
    F32
    [384]
  • blk.6.attn_output_norm.weight
    F32
    [384]
  • blk.6.attn_q.bias
    F32
    [384]
  • blk.6.attn_q.weight
    Q8_0
    [384, 384]
  • blk.6.attn_v.bias
    F32
    [384]
  • blk.6.attn_v.weight
    Q8_0
    [384, 384]
  • blk.6.ffn_down.bias
    F32
    [384]
  • blk.6.ffn_down.weight
    Q8_0
    [1536, 384]
  • blk.6.ffn_up.bias
    F32
    [1536]
  • blk.6.ffn_up.weight
    Q8_0
    [384, 1536]
  • blk.6.layer_output_norm.bias
    F32
    [384]
  • blk.6.layer_output_norm.weight
    F32
    [384]
    • blk.7
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    F32
    [384]
  • blk.7.attn_k.weight
    Q8_0
    [384, 384]
  • blk.7.attn_output.bias
    F32
    [384]
  • blk.7.attn_output.weight
    Q8_0
    [384, 384]
  • blk.7.attn_output_norm.bias
    F32
    [384]
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    F32
    [384]
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    F32
    [384]
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    Q8_0
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    F32
    [384]
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    Q8_0
    [384, 384]
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    F32
    [384]
  • blk.7.ffn_down.weight
    Q8_0
    [1536, 384]
  • blk.7.ffn_up.bias
    F32
    [1536]
  • blk.7.ffn_up.weight
    Q8_0
    [384, 1536]
  • blk.7.layer_output_norm.bias
    F32
    [384]
  • blk.7.layer_output_norm.weight
    F32
    [384]
    • blk.8
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    F32
    [384]
  • blk.8.attn_k.weight
    Q8_0
    [384, 384]
  • blk.8.attn_output.bias
    F32
    [384]
  • blk.8.attn_output.weight
    Q8_0
    [384, 384]
  • blk.8.attn_output_norm.bias
    F32
    [384]
  • blk.8.attn_output_norm.weight
    F32
    [384]
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    F32
    [384]
  • blk.8.attn_q.weight
    Q8_0
    [384, 384]
  • blk.8.attn_v.bias
    F32
    [384]
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    Q8_0
    [384, 384]
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    F32
    [384]
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    Q8_0
    [1536, 384]
  • blk.8.ffn_up.bias
    F32
    [1536]
  • blk.8.ffn_up.weight
    Q8_0
    [384, 1536]
  • blk.8.layer_output_norm.bias
    F32
    [384]
  • blk.8.layer_output_norm.weight
    F32
    [384]
    • blk.9
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    F32
    [384]
  • blk.9.attn_k.weight
    Q8_0
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    F32
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    Q8_0
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    F32
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    F32
    [384]
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    F32
    [384]
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    Q8_0
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  • blk.9.attn_v.bias
    F32
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    Q8_0
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  • blk.9.ffn_down.bias
    F32
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    Q8_0
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    F32
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    Q8_0
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    F32
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    F32
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    F32
    [384]
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    Q8_0
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    F32
    [384]
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    Q8_0
    [384, 384]
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    F32
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    F32
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    F32
    [384]
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    Q8_0
    [384, 384]
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    F32
    [384]
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    Q8_0
    [384, 384]
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    F32
    [384]
  • blk.10.ffn_down.weight
    Q8_0
    [1536, 384]
  • blk.10.ffn_up.bias
    F32
    [1536]
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    Q8_0
    [384, 1536]
  • blk.10.layer_output_norm.bias
    F32
    [384]
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    F32
    [384]
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    F32
    [384]
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    Q8_0
    [384, 384]
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    F32
    [384]
  • blk.11.attn_output.weight
    Q8_0
    [384, 384]
  • blk.11.attn_output_norm.bias
    F32
    [384]
  • blk.11.attn_output_norm.weight
    F32
    [384]
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    F32
    [384]
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    Q8_0
    [384, 384]
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    F32
    [384]
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    Q8_0
    [384, 384]
  • blk.11.ffn_down.bias
    F32
    [384]
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    Q8_0
    [1536, 384]
  • blk.11.ffn_up.bias
    F32
    [1536]
  • blk.11.ffn_up.weight
    Q8_0
    [384, 1536]
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    F32
    [384]
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    F32
    [384]
  • position_embd.weight
    F32
    [384, 512]
  • token_embd_norm.bias
    F32
    [384]
  • token_embd_norm.weight
    F32
    [384]
  • token_types.weight
    F32
    [384, 2]