EntropyYue / jina-embeddings-v2-base-zh

jina-embeddings-v2-base-zh is a Chinese/English bilingual text embedding model supporting 8192 sequence length.

embedding 160m

51 2 weeks ago

2 Tags
... /
model
ae1783c29cd6 · 322MB
    Metadata
  • general.architecture
    jina-bert-v2
  • general.basename
    jina-embeddings
  • general.file_type
    1
  • general.languages
    [en, zh]
  • general.license
    apache-2.0
  • general.name
    Jina Bert Implementation
  • general.organization
    Jinaai
  • general.quantization_version
    2
  • general.size_label
    160M
  • general.tags
    [sentence-transformers, feature-extraction, sentence-similarity, mteb, transformers, ...]
  • general.type
    model
  • general.version
    v2
  • jina-bert-v2.attention.causal
    false
  • jina-bert-v2.attention.head_count
    12
  • jina-bert-v2.attention.layer_norm_epsilon
    1e-12
  • jina-bert-v2.block_count
    12
  • jina-bert-v2.context_length
    8192
  • jina-bert-v2.embedding_length
    768
  • jina-bert-v2.feed_forward_length
    3072
  • jina-bert-v2.pooling_type
    1
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    true
  • tokenizer.ggml.bos_token_id
    0
  • tokenizer.ggml.cls_token_id
    0
  • tokenizer.ggml.eos_token_id
    2
  • tokenizer.ggml.mask_token_id
    4
  • tokenizer.ggml.merges
    [t h, i n, a n, e r, th e, ...]
  • tokenizer.ggml.model
    gpt2
  • tokenizer.ggml.padding_token_id
    1
  • tokenizer.ggml.pre
    jina-v1-en
  • tokenizer.ggml.seperator_token_id
    2
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.token_type_count
    2
  • tokenizer.ggml.tokens
    [<s>, <pad>, </s>, <unk>, <mask>, ...]
  • tokenizer.ggml.unknown_token_id
    3
    • Tensor
  • Name
    Type
    Shape
  • token_embd.weight
    F16
    [768, 61056]
    • blk.0
  • blk.0.attn_k.bias
    F32
    [768]
  • blk.0.attn_k.weight
    F16
    [768, 768]
  • blk.0.attn_output.bias
    F32
    [768]
  • blk.0.attn_output.weight
    F16
    [768, 768]
  • blk.0.attn_output_norm.bias
    F32
    [768]
  • blk.0.attn_output_norm.weight
    F32
    [768]
  • blk.0.attn_q.bias
    F32
    [768]
  • blk.0.attn_q.weight
    F16
    [768, 768]
  • blk.0.attn_v.bias
    F32
    [768]
  • blk.0.attn_v.weight
    F16
    [768, 768]
  • blk.0.ffn_down.bias
    F32
    [768]
  • blk.0.ffn_down.weight
    F16
    [3072, 768]
  • blk.0.ffn_gate.weight
    F16
    [768, 3072]
  • blk.0.ffn_up.weight
    F16
    [768, 3072]
  • blk.0.layer_output_norm.bias
    F32
    [768]
  • blk.0.layer_output_norm.weight
    F32
    [768]
    • blk.1
  • blk.1.attn_k.bias
    F32
    [768]
  • blk.1.attn_k.weight
    F16
    [768, 768]
  • blk.1.attn_output.bias
    F32
    [768]
  • blk.1.attn_output.weight
    F16
    [768, 768]
  • blk.1.attn_output_norm.bias
    F32
    [768]
  • blk.1.attn_output_norm.weight
    F32
    [768]
  • blk.1.attn_q.bias
    F32
    [768]
  • blk.1.attn_q.weight
    F16
    [768, 768]
  • blk.1.attn_v.bias
    F32
    [768]
  • blk.1.attn_v.weight
    F16
    [768, 768]
  • blk.1.ffn_down.bias
    F32
    [768]
  • blk.1.ffn_down.weight
    F16
    [3072, 768]
  • blk.1.ffn_gate.weight
    F16
    [768, 3072]
  • blk.1.ffn_up.weight
    F16
    [768, 3072]
  • blk.1.layer_output_norm.bias
    F32
    [768]
  • blk.1.layer_output_norm.weight
    F32
    [768]
    • blk.2
  • blk.2.attn_k.bias
    F32
    [768]
  • blk.2.attn_k.weight
    F16
    [768, 768]
  • blk.2.attn_output.bias
    F32
    [768]
  • blk.2.attn_output.weight
    F16
    [768, 768]
  • blk.2.attn_output_norm.bias
    F32
    [768]
  • blk.2.attn_output_norm.weight
    F32
    [768]
  • blk.2.attn_q.bias
    F32
    [768]
  • blk.2.attn_q.weight
    F16
    [768, 768]
  • blk.2.attn_v.bias
    F32
    [768]
  • blk.2.attn_v.weight
    F16
    [768, 768]
  • blk.2.ffn_down.bias
    F32
    [768]
  • blk.2.ffn_down.weight
    F16
    [3072, 768]
  • blk.2.ffn_gate.weight
    F16
    [768, 3072]
  • blk.2.ffn_up.weight
    F16
    [768, 3072]
  • blk.2.layer_output_norm.bias
    F32
    [768]
  • blk.2.layer_output_norm.weight
    F32
    [768]
    • blk.3
  • blk.3.attn_k.bias
    F32
    [768]
  • blk.3.attn_k.weight
    F16
    [768, 768]
  • blk.3.attn_output.bias
    F32
    [768]
  • blk.3.attn_output.weight
    F16
    [768, 768]
  • blk.3.attn_output_norm.bias
    F32
    [768]
  • blk.3.attn_output_norm.weight
    F32
    [768]
  • blk.3.attn_q.bias
    F32
    [768]
  • blk.3.attn_q.weight
    F16
    [768, 768]
  • blk.3.attn_v.bias
    F32
    [768]
  • blk.3.attn_v.weight
    F16
    [768, 768]
  • blk.3.ffn_down.bias
    F32
    [768]
  • blk.3.ffn_down.weight
    F16
    [3072, 768]
  • blk.3.ffn_gate.weight
    F16
    [768, 3072]
  • blk.3.ffn_up.weight
    F16
    [768, 3072]
  • blk.3.layer_output_norm.bias
    F32
    [768]
  • blk.3.layer_output_norm.weight
    F32
    [768]
    • blk.4
  • blk.4.attn_k.bias
    F32
    [768]
  • blk.4.attn_k.weight
    F16
    [768, 768]
  • blk.4.attn_output.bias
    F32
    [768]
  • blk.4.attn_output.weight
    F16
    [768, 768]
  • blk.4.attn_output_norm.bias
    F32
    [768]
  • blk.4.attn_output_norm.weight
    F32
    [768]
  • blk.4.attn_q.bias
    F32
    [768]
  • blk.4.attn_q.weight
    F16
    [768, 768]
  • blk.4.attn_v.bias
    F32
    [768]
  • blk.4.attn_v.weight
    F16
    [768, 768]
  • blk.4.ffn_down.bias
    F32
    [768]
  • blk.4.ffn_down.weight
    F16
    [3072, 768]
  • blk.4.ffn_gate.weight
    F16
    [768, 3072]
  • blk.4.ffn_up.weight
    F16
    [768, 3072]
  • blk.4.layer_output_norm.bias
    F32
    [768]
  • blk.4.layer_output_norm.weight
    F32
    [768]
    • blk.5
  • blk.5.attn_k.bias
    F32
    [768]
  • blk.5.attn_k.weight
    F16
    [768, 768]
  • blk.5.attn_output.bias
    F32
    [768]
  • blk.5.attn_output.weight
    F16
    [768, 768]
  • blk.5.attn_output_norm.bias
    F32
    [768]
  • blk.5.attn_output_norm.weight
    F32
    [768]
  • blk.5.attn_q.bias
    F32
    [768]
  • blk.5.attn_q.weight
    F16
    [768, 768]
  • blk.5.attn_v.bias
    F32
    [768]
  • blk.5.attn_v.weight
    F16
    [768, 768]
  • blk.5.ffn_down.bias
    F32
    [768]
  • blk.5.ffn_down.weight
    F16
    [3072, 768]
  • blk.5.ffn_gate.weight
    F16
    [768, 3072]
  • blk.5.ffn_up.weight
    F16
    [768, 3072]
  • blk.5.layer_output_norm.bias
    F32
    [768]
  • blk.5.layer_output_norm.weight
    F32
    [768]
    • blk.6
  • blk.6.attn_k.bias
    F32
    [768]
  • blk.6.attn_k.weight
    F16
    [768, 768]
  • blk.6.attn_output.bias
    F32
    [768]
  • blk.6.attn_output.weight
    F16
    [768, 768]
  • blk.6.attn_output_norm.bias
    F32
    [768]
  • blk.6.attn_output_norm.weight
    F32
    [768]
  • blk.6.attn_q.bias
    F32
    [768]
  • blk.6.attn_q.weight
    F16
    [768, 768]
  • blk.6.attn_v.bias
    F32
    [768]
  • blk.6.attn_v.weight
    F16
    [768, 768]
  • blk.6.ffn_down.bias
    F32
    [768]
  • blk.6.ffn_down.weight
    F16
    [3072, 768]
  • blk.6.ffn_gate.weight
    F16
    [768, 3072]
  • blk.6.ffn_up.weight
    F16
    [768, 3072]
  • blk.6.layer_output_norm.bias
    F32
    [768]
  • blk.6.layer_output_norm.weight
    F32
    [768]
    • blk.7
  • blk.7.attn_k.bias
    F32
    [768]
  • blk.7.attn_k.weight
    F16
    [768, 768]
  • blk.7.attn_output.bias
    F32
    [768]
  • blk.7.attn_output.weight
    F16
    [768, 768]
  • blk.7.attn_output_norm.bias
    F32
    [768]
  • blk.7.attn_output_norm.weight
    F32
    [768]
  • blk.7.attn_q.bias
    F32
    [768]
  • blk.7.attn_q.weight
    F16
    [768, 768]
  • blk.7.attn_v.bias
    F32
    [768]
  • blk.7.attn_v.weight
    F16
    [768, 768]
  • blk.7.ffn_down.bias
    F32
    [768]
  • blk.7.ffn_down.weight
    F16
    [3072, 768]
  • blk.7.ffn_gate.weight
    F16
    [768, 3072]
  • blk.7.ffn_up.weight
    F16
    [768, 3072]
  • blk.7.layer_output_norm.bias
    F32
    [768]
  • blk.7.layer_output_norm.weight
    F32
    [768]
    • blk.8
  • blk.8.attn_k.bias
    F32
    [768]
  • blk.8.attn_k.weight
    F16
    [768, 768]
  • blk.8.attn_output.bias
    F32
    [768]
  • blk.8.attn_output.weight
    F16
    [768, 768]
  • blk.8.attn_output_norm.bias
    F32
    [768]
  • blk.8.attn_output_norm.weight
    F32
    [768]
  • blk.8.attn_q.bias
    F32
    [768]
  • blk.8.attn_q.weight
    F16
    [768, 768]
  • blk.8.attn_v.bias
    F32
    [768]
  • blk.8.attn_v.weight
    F16
    [768, 768]
  • blk.8.ffn_down.bias
    F32
    [768]
  • blk.8.ffn_down.weight
    F16
    [3072, 768]
  • blk.8.ffn_gate.weight
    F16
    [768, 3072]
  • blk.8.ffn_up.weight
    F16
    [768, 3072]
  • blk.8.layer_output_norm.bias
    F32
    [768]
  • blk.8.layer_output_norm.weight
    F32
    [768]
    • blk.9
  • blk.9.attn_k.bias
    F32
    [768]
  • blk.9.attn_k.weight
    F16
    [768, 768]
  • blk.9.attn_output.bias
    F32
    [768]
  • blk.9.attn_output.weight
    F16
    [768, 768]
  • blk.9.attn_output_norm.bias
    F32
    [768]
  • blk.9.attn_output_norm.weight
    F32
    [768]
  • blk.9.attn_q.bias
    F32
    [768]
  • blk.9.attn_q.weight
    F16
    [768, 768]
  • blk.9.attn_v.bias
    F32
    [768]
  • blk.9.attn_v.weight
    F16
    [768, 768]
  • blk.9.ffn_down.bias
    F32
    [768]
  • blk.9.ffn_down.weight
    F16
    [3072, 768]
  • blk.9.ffn_gate.weight
    F16
    [768, 3072]
  • blk.9.ffn_up.weight
    F16
    [768, 3072]
  • blk.9.layer_output_norm.bias
    F32
    [768]
  • blk.9.layer_output_norm.weight
    F32
    [768]
    • blk.10
  • blk.10.attn_k.bias
    F32
    [768]
  • blk.10.attn_k.weight
    F16
    [768, 768]
  • blk.10.attn_output.bias
    F32
    [768]
  • blk.10.attn_output.weight
    F16
    [768, 768]
  • blk.10.attn_output_norm.bias
    F32
    [768]
  • blk.10.attn_output_norm.weight
    F32
    [768]
  • blk.10.attn_q.bias
    F32
    [768]
  • blk.10.attn_q.weight
    F16
    [768, 768]
  • blk.10.attn_v.bias
    F32
    [768]
  • blk.10.attn_v.weight
    F16
    [768, 768]
  • blk.10.ffn_down.bias
    F32
    [768]
  • blk.10.ffn_down.weight
    F16
    [3072, 768]
  • blk.10.ffn_gate.weight
    F16
    [768, 3072]
  • blk.10.ffn_up.weight
    F16
    [768, 3072]
  • blk.10.layer_output_norm.bias
    F32
    [768]
  • blk.10.layer_output_norm.weight
    F32
    [768]
    • blk.11
  • blk.11.attn_k.bias
    F32
    [768]
  • blk.11.attn_k.weight
    F16
    [768, 768]
  • blk.11.attn_output.bias
    F32
    [768]
  • blk.11.attn_output.weight
    F16
    [768, 768]
  • blk.11.attn_output_norm.bias
    F32
    [768]
  • blk.11.attn_output_norm.weight
    F32
    [768]
  • blk.11.attn_q.bias
    F32
    [768]
  • blk.11.attn_q.weight
    F16
    [768, 768]
  • blk.11.attn_v.bias
    F32
    [768]
  • blk.11.attn_v.weight
    F16
    [768, 768]
  • blk.11.ffn_down.bias
    F32
    [768]
  • blk.11.ffn_down.weight
    F16
    [3072, 768]
  • blk.11.ffn_gate.weight
    F16
    [768, 3072]
  • blk.11.ffn_up.weight
    F16
    [768, 3072]
  • blk.11.layer_output_norm.bias
    F32
    [768]
  • blk.11.layer_output_norm.weight
    F32
    [768]
  • token_embd_norm.bias
    F32
    [768]
  • token_embd_norm.weight
    F32
    [768]
  • token_types.weight
    F32
    [768, 2]