gemma-4-E2B-it-heretic-ara (TokForge MNN bundle)

MNN-format mobile bundle of the Heretic ARA decensored variant of google/gemma-4-E2B-it, produced with Heretic v1.2.0 (Arbitrary-Rank Ablation, row-norm preservation), packaged for the TokForge Android app.

Schema

  • TokForge RC20.20.65+ taobao schema (compatible with taobao-mnn/gemma-4-E2B-it-MNN reference)
  • llm.mnn + llm.mnn.weight (q4 / blocksize 64, hqq)
  • ple_embeddings_int4.bin โ€” Per-Layer Embeddings, INT4
  • tokenizer.mtok โ€” TokForge MNN tokenizer
  • visual.mnn + audio.mnn โ€” multimodal encoders
  • llm_config.json โ€” model_type: gemma4, with ple_embed_file + ple_quant

Export

  • Date: 2026-04-25
  • Exporter commit: b3a2952b6
  • Build: MNN-tokforge-working-tq-merged/build-host-llm/MNNConvert

License

Inherits the Gemma Terms of Use from the base model.

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