Tactical next-action + reasoning prediction on 348 football match contexts (Shipd Project Eris). 4-component ensemble with task-coupling: DeBERTa-v3-base / large, cross-encoder MCQ scorer, zero-shot NLI, and a three-pass Qwen3.5-35B-A3B-Int4 + Gemma-4-26B-A4B-it MoE fusion with PRM rerank. W&B-instrumented. Target combined ≥ 0.80
nlp text-classification pytorch ensemble football gemma self-consistency mixture-of-experts weights-and-biases huggingface-transformers deberta-v3 qwen3 shipd-ai multiple-choice-qa mlm-pretraining
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Updated
Apr 21, 2026 - Python