Issues - timmy-talking-turd - Gitea: Git with a cup of tea

stackchain/timmy-talking-turd

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Export the candidate to ONNX and benchmark CPU, GPU, and device targets

#33 opened 2026-08-19 01:59:01 +00:00 by timmy M2 — Consented Dataset & Specialist Model 0 / 3

Calibrate confidence and define the production abstention policy

#32 opened 2026-08-19 01:59:01 +00:00 by timmy M2 — Consented Dataset & Specialist Model 0 / 3

Fine-tune specialist visual classifier with color and quality heads

#31 opened 2026-08-19 01:59:01 +00:00 by timmy M2 — Consented Dataset & Specialist Model 0 / 3

Train frozen-encoder baseline with stool/not-stool and Type 1–7 heads

#30 opened 2026-08-19 01:59:01 +00:00 by timmy M2 — Consented Dataset & Specialist Model 0 / 3

Build contributor-held-out evaluation harness and calibration report

#29 opened 2026-08-19 01:59:01 +00:00 by timmy M2 — Consented Dataset & Specialist Model 0 / 3

Run the 100-image real-world reality check and issue go/hold verdict

#28 opened 2026-08-19 01:59:01 +00:00 by timmy M2 — Consented Dataset & Specialist Model 0 / 3

Instrument privacy-safe model health, latency, abstention, and failure metrics

#19 opened 2026-08-19 01:58:59 +00:00 by timmy M1 — Sovereign Photo Intelligence 0 / 3

Build schema-conformance and real-stool refusal regression corpus

#18 opened 2026-08-19 01:58:59 +00:00 by timmy M1 — Sovereign Photo Intelligence 0 / 3

Add bounded inference queue, cancellation, and overload fallback

#17 opened 2026-08-19 01:58:59 +00:00 by timmy M1 — Sovereign Photo Intelligence 0 / 3

Containerize the llama.cpp GPU worker with pinned model receipts

#15 opened 2026-08-19 01:58:59 +00:00 by timmy M1 — Sovereign Photo Intelligence 0 / 4

EPIC: Specialist Bristol classifier & calibration

#4 opened 2026-08-19 01:58:58 +00:00 by timmy M2 — Consented Dataset & Specialist Model 0 / 12

EPIC: Sovereign vision inference

#2 opened 2026-08-19 01:58:57 +00:00 by timmy M1 — Sovereign Photo Intelligence 0 / 13