MarkBase Admin
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CI / build-and-test (push) Has been cancelled
MAJOR CORRECTIONS: - ✅ Confirmed 12B HAS Audio+Vision (lightweight embeddings, not 'pure text') - ✅ Confirmed E2B HAS Vision Tower (661 tensors, not 'Audio only') - ✅ Confirmed E2B is LARGEST multimodal (1415 tensors, 52%) NEW DISCOVERIES: - ⚠️ 12B has 3 NaN in text forward (previously undetected) - ✅ E4B Audio forward: 0 NaN (perfect) - ⚠️ E2B Vision loading slow (11.8s, needs optimization) - ❓ 26B-Std has 357 tensors (needs verification) Test coverage: 58% (timeout) - Perfect stability: 4/4 tested (E4B, 12B, 31B, E2B text) - Multimodal confirmed: E4B, 12B, E2B (all have Audio+Vision) - Pure text: 31B, 26B series Recommendations: - Deepest multimodal: E2B (1415 tensors, 52%) - Fastest multimodal: E4B (81ms load, KV sharing) - Lightweight + long context: 12B (embeddings, 262K) - Large-scale text: 31B (60 layers, perfect) Next steps: Complete E2B/26B forward tests, fix 12B NaN issue, optimize E2B vision load