nuextract

A 3.8B model fine-tuned on a private high-quality synthetic dataset for information extraction, based on Phi-3.

3B

13.3K Pulls Updated 2 months ago

... /
model
2fbe5c091143 · 2.2GB
    Metadata
  • general.architecture
    phi3
  • general.file_type
    Q4_0
  • phi3.attention.head_count
    32
  • phi3.attention.head_count_kv
    32
  • phi3.attention.layer_norm_rms_epsilon
    1e-05
  • phi3.block_count
    32
  • phi3.context_length
    4096
  • phi3.embedding_length
    3072
  • phi3.feed_forward_length
    8192
  • phi3.rope.dimension_count
    96
  • phi3.rope.freq_base
    10000
  • phi3.rope.scaling.original_context_length
    4096
  • tokenizer.ggml.add_bos_token
    true
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.bos_token_id
    1
  • tokenizer.ggml.eos_token_id
    32000
  • tokenizer.ggml.model
    llama
  • tokenizer.ggml.padding_token_id
    32011
  • tokenizer.ggml.pre
    default
  • tokenizer.ggml.scores
    [-1000 -1000 -1000 0 0 ...]
  • tokenizer.ggml.token_type
    [3 3 4 6 6 ...]
  • tokenizer.ggml.tokens
    [<unk> <s> </s> <0x00> <0x01> ...]
  • tokenizer.ggml.unknown_token_id
    0
    • Tensors
  • Name
    Type
    Shape
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    Q4_0
    [3072 32064]
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  • blk.0.attn_norm.weight
    F32
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    Q4_0
    [8192 3072]
  • blk.0.ffn_up.weight
    Q4_0
    [3072 16384]
  • blk.0.ffn_norm.weight
    F32
    [3072]
  • blk.0.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.0.attn_qkv.weight
    Q4_0
    [3072 9216]
    • blk.1
  • blk.1.attn_norm.weight
    F32
    [3072]
  • blk.1.ffn_down.weight
    Q4_0
    [8192 3072]
  • blk.1.ffn_up.weight
    Q4_0
    [3072 16384]
  • blk.1.ffn_norm.weight
    F32
    [3072]
  • blk.1.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.1.attn_qkv.weight
    Q4_0
    [3072 9216]
    • blk.2
  • blk.2.attn_norm.weight
    F32
    [3072]
  • blk.2.ffn_down.weight
    Q4_0
    [8192 3072]
  • blk.2.ffn_up.weight
    Q4_0
    [3072 16384]
  • blk.2.ffn_norm.weight
    F32
    [3072]
  • blk.2.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.2.attn_qkv.weight
    Q4_0
    [3072 9216]
    • blk.3
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    F32
    [3072]
  • blk.3.ffn_down.weight
    Q4_0
    [8192 3072]
  • blk.3.ffn_up.weight
    Q4_0
    [3072 16384]
  • blk.3.ffn_norm.weight
    F32
    [3072]
  • blk.3.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.3.attn_qkv.weight
    Q4_0
    [3072 9216]
    • blk.4
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    F32
    [3072]
  • blk.4.ffn_down.weight
    Q4_0
    [8192 3072]
  • blk.4.ffn_up.weight
    Q4_0
    [3072 16384]
  • blk.4.ffn_norm.weight
    F32
    [3072]
  • blk.4.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.4.attn_qkv.weight
    Q4_0
    [3072 9216]
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    F32
    [3072]
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    Q4_0
    [8192 3072]
  • blk.5.ffn_up.weight
    Q4_0
    [3072 16384]
  • blk.5.ffn_norm.weight
    F32
    [3072]
  • blk.5.attn_output.weight
    Q4_0
    [3072 3072]
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    Q4_0
    [3072 9216]
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    F32
    [3072]
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    Q4_0
    [8192 3072]
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    Q4_0
    [3072 16384]
  • blk.6.ffn_norm.weight
    F32
    [3072]
  • blk.6.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.6.attn_qkv.weight
    Q4_0
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    F32
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    Q4_0
    [8192 3072]
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    Q4_0
    [3072 16384]
  • blk.7.ffn_norm.weight
    F32
    [3072]
  • blk.7.attn_output.weight
    Q4_0
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  • blk.7.attn_qkv.weight
    Q4_0
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    F32
    [3072]
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    Q4_0
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  • blk.8.ffn_up.weight
    Q4_0
    [3072 16384]
  • blk.8.ffn_norm.weight
    F32
    [3072]
  • blk.8.attn_output.weight
    Q4_0
    [3072 3072]
  • blk.8.attn_qkv.weight
    Q4_0
    [3072 9216]
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    F32
    [3072]
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    Q4_0
    [8192 3072]
  • blk.9.ffn_up.weight
    Q4_0
    [3072 16384]
  • blk.9.ffn_norm.weight
    F32
    [3072]
  • blk.9.attn_output.weight
    Q4_0
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    Q4_0
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    Q4_0
    [3072 3072]
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    F32
    [3072]
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    Q4_0
    [8192 3072]
  • blk.10.ffn_up.weight
    Q4_0
    [3072 16384]
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    F32
    [3072]
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    F32
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    F32
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    Q4_0
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    Q4_0
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    F32
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    F32
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