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v2-7B forge: 50.0/44.5 vs base 62.2/53.7 — investigate ~20% relative drop after activation+pad+500 steps

Status: Open.

#165 In CambrianTech/sentinel-ai;

· joelteply opened on Apr 7, 2026

forge_v2_pipeline.sh stage 4: llama-cli hangs in interactive mode without -st flag

Status: Open.

#164 In CambrianTech/sentinel-ai;

· joelteply opened on Apr 7, 2026

Hybrid attention defrag, Strategy A: skip non-full_attention layers (DeltaNet + quant only)

Status: Open.

#163 In CambrianTech/sentinel-ai;

· joelteply opened on Apr 7, 2026

WSL2 ghost CUDA context: 1.6 GiB unrecoverable VRAM blocks 14B fp16 EvalPlus on 32 GB GPU

Status: Open.

#162 In CambrianTech/sentinel-ai;

· joelteply opened on Apr 7, 2026

Defrag silently violates llama.cpp's unstated q_proj_out == hidden_size invariant; validation must include deployment-runtime load tests

Status: Open.

#160 In CambrianTech/sentinel-ai;

· joelteply opened on Apr 7, 2026

Neuromodulation: extend MIMO forge controller from train-time to inference-time gain control

Status: Open.

#159 In CambrianTech/sentinel-ai;

· joelteply opened on Apr 7, 2026

Predictive-coding importance metric: fifth column in the four-metric comparison

Status: Open.

#158 In CambrianTech/sentinel-ai;

· joelteply opened on Apr 7, 2026

Sleep-phase consolidation: replay alloy stages into model weights (CLS / hippocampal replay)

Status: Open.

#157 In CambrianTech/sentinel-ai;

· joelteply opened on Apr 7, 2026

Plasticity invariant: per-link weight-delta attestation with personality probe

Status: Open.

#156 In CambrianTech/sentinel-ai;

· joelteply opened on Apr 7, 2026

Defrag breaks on hybrid attention models (Qwen3.5: linear_attention + full_attention)

bugSomething isn't workingSomething isn't working

Status: Open.

#154 In CambrianTech/sentinel-ai;

· joelteply opened on Apr 7, 2026

Defrag validation harness — verify tensor surgery preserves model integrity

enhancementNew feature or requestNew feature or request

Status: Open.

#153 In CambrianTech/sentinel-ai;

· joelteply opened on Apr 7, 2026

Crowdsourced forge telemetry: meta-learner trains on grid-wide surgery/recovery data

Status: Open.

#151 In CambrianTech/sentinel-ai;

· joelteply opened on Apr 3, 2026