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Compatibility Matrix

Generated — rendered from model_support_matrix.json. Do not hand-edit. Regenerate with mobiletransformers support-matrix --md docs/COMPATIBILITY_MATRIX.md under the export profile (live detection needs transformers + optimum).

  • Generated at: 2026-07-14T00:00:00Z
  • Toolchain: optimumOnnxVersion=0.1.0, transformersVersion=4.46.2

Axes (enumerated from the registries/enums — not hand-maintained)

  • PEFT method: lora, lora-xs, mars, all, nolora
  • Quantization: QInt8, QUInt8, int4
  • Merger variant: lora, lora_q, mars_q
  • Engine: native, genai (native is the guaranteed path; genai is opt-in)
  • Status pipeline (each implies all earlier ones): Optimum export → Package → Train artifacts → Android inference → Android training → RAG
Model Type Task Optimum export Package Train artifacts Android inference Android training RAG Evidence / blockers
HuggingFaceTB/SmolLM2-135M llama text-generation-with-past ✅ ✅ ✅ ❌ ❌ ❌ no android probe recorded for android_inference_ready
Qwen/Qwen2-0.5B qwen2 text-generation-with-past ✅ ✅ ✅ ❌ ❌ ❌ no android probe recorded for android_inference_ready
sentence-transformers/all-MiniLM-L6-v2 bert feature-extraction ✅ ✅ ❌ ❌ ❌ ❌ MARS/PEFT target modules not verified for this architecture