 MarkBase Admin
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745727b6ab
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test: Complete model comparison test (6 models, Audio+Vision+Text)
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
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2026-06-23 23:53:40 +08:00 |
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