Buckets:

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phammminhhieu

/

SHINE_LR_V3

[1] TEXT SESSION MỚI (Session 5) │ ▼ [2] CONTEXT ENCODER (Sentence-BERT) ──────────────▶ V_ctx (B, 384) │ │ [3] OLD LORA (Lưu từ Session 4) ──▶ PARAMETRIC ENCODER ─▶ V_old (B, 8, 256) │ │ └───────────────▶ USAGE TRACKER ──────────────────▶ U (B, 8, 16) │ [4] HYPERNETWORK CORE (Nhận V_ctx, V_old, U) ◀───────────┘ │ ▼ [5] DELTA LORA (ΔW) ──────────────────────────────────▶ (B, 8, 16, 2048) │ ▼ [6] MEMORY UPDATE (W_active = W_old + ΔW) ────────────▶ (B, 8, 16, 2048) │ ▼ [7] INJECT VÀO BASE LLM (Qua Forward Hook) │ [8] TEXT QA (Session 5) ──▶ BASE LLM FORWARD ─────────▶ LOGITS (B, L_qa, Vocab) │ ▼ [9] TÍNH LOSS (LM Loss + Hebbian Regularization)