jordimurgo/ methodprint-embed:2026-10-27

5 1 week ago

12M-parameter method-level code encoder for Android smali, ARM64 and x86-64. One shared 256-D space, obfuscation-invariant to class and method renaming and to compiler and optimisation variants. Trained on random Maven AARs and Debian packages.

embedding
... /
model
7e8bb3f8fdb8 ยท 47MB
    Metadata
  • general.architecture
    bert
  • general.file_type
    F32
  • bert.attention.causal
    false
  • bert.attention.head_count
    4
  • bert.attention.layer_norm_epsilon
    1e-12
  • bert.block_count
    6
  • bert.context_length
    512
  • bert.embedding_length
    256
  • bert.feed_forward_length
    1024
  • bert.pooling_type
    Mean
  • tokenizer.ggml.add_bos_token
    false
  • tokenizer.ggml.add_eos_token
    false
  • tokenizer.ggml.cls_token_id
    2
  • tokenizer.ggml.merges
    [<pad> <pad>]
  • tokenizer.ggml.model
    bert
  • tokenizer.ggml.normalizer.lowercase
    false
  • tokenizer.ggml.padding_token_id
    0
  • tokenizer.ggml.pre
    bert
  • tokenizer.ggml.seperator_token_id
    3
  • tokenizer.ggml.token_type
    [3, 3, 3, 3, 3, ...]
  • tokenizer.ggml.token_type_count
    2
  • tokenizer.ggml.tokens
    [<pad>, <unk>, <cls>, <sep>, <mask>, ...]
  • tokenizer.ggml.unknown_token_id
    1
    • Tensor
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    F32
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    F32
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    F32
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    F32
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    F32
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