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 — Per-Layer Embeddings, INT4
tokenizer.mtok — TokForge MNN tokenizer
visual.mnn + audio.mnn — multimodal encoders
llm_config.json — model_type: gemma4, with ple_embed_file + ple_quant

Export

Website: <a href="https://tokforge.ai" target="_blank" rel="noopener noreferrer" class="text-blue-400 hover:text-blue-300 underline underline-offset-2 transition-colors">https://tokforge.ai
Discord: <a href="https://discord.gg/Acv3CBtfVm" target="_blank" rel="noopener noreferrer" class="text-blue-400 hover:text-blue-300 underline underline-offset-2 transition-colors">https://discord.gg/Acv3CBtfVm
Google Play: <a href="https://play.google.com/store/apps/details?id=dev.tokforge" target="_blank" rel="noopener noreferrer" class="text-blue-400 hover:text-blue-300 underline underline-offset-2 transition-colors">https://play.google.com/store/apps/details?id=dev.tokforge
iOS TestFlight: <a href="https://testflight.apple.com/join/jnufjzRr" target="_blank" rel="noopener noreferrer" class="text-blue-400 hover:text-blue-300 underline underline-offset-2 transition-colors">https://testflight.apple.com/join/jnufjzRr

License

Inherits the Gemma Terms of Use from the base model. Upstream model is Apache-2.0 weights under Gemma terms.