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Troubleshooting

Symptom Likely cause What to check
Rejected submit Recipe contract GET /v1/recipe (automodel_pin_id + caps); follow recipe 2.0
400 unsupported_layout Legacy 1.x ZIP or missing AutoModel members Ship automodel.base + automodel.patch (+ optional prism.toml). Two-script / source-tree / arch_id layouts are rejected on live 2.0
400 recipe_version Payload implies recipe 1.x while live advertises ≥ 2.0 Re-pack as AutoModel patch ZIP; do not send architecture.py/training.py
Patch apply failure / conflict Diff not against the live pin, or stale rebase Checkout exact automodel_git_commit from /v1/recipe; regenerate git diff <commit>; ensure automodel.base == automodel_pin_id
Wrong / unknown pin id automodel.base ≠ recipe automodel_pin_id Copy automodel_pin_id (live: automodel@v0.5.0) byte-identical from /v1/recipe
Binary / path-escape / oversized patch Fail-closed apply rules Text-only unified diff; no path escape outside allowlisted roots; keep diff within intake budgets
Tokenizer / hub errors on pod No network; Hub download from miner code Stay offline; use pin/harness tokenizer paths — do not from_pretrained("<hub id>")
CAP_EXCEEDED / Score 0 Model > 350M params Terminal — resize model config in your patch; not auto-retried
missing_telemetry_hooks Patch removed / bypassed harness telemetry Keep prism_telemetry.report (+ optional finish_evaluation) under the AutoModel train entry
Score 0 after review Copied / high-confidence Suspicious (≥0.9, non-trope) Similarity on your delta; rewrite unique hunks; tropes alone are not plagiarism
similar: true on precheck Would hit intake copy gate Change the patch vs prior champions; starting from the operator pin is fine
429 precheck_quota_exceeded 3 prechecks/coldkey/UTC day used Wait until next UTC day; rotating hotkeys does not reset
control_plane_restart / harness_detached Challenge process restarted mid-pod Stop the Lium pod if still billing; resubmit with X-Lium-Api-Key
400 missing_lium_api_key Live path needs miner-funded Lium or Verda Pass X-Lium-Api-Key or the Verda header triplet; see Submit
400 missing_verda_credentials Verda headers incomplete Send client id, secret, and inference key
400 ambiguous_compute_provider Both Lium and Verda complete Add X-Compute-Provider: lium or verda
400 miner_image_override JSON set image/cmd/template Remove those fields — operator pins the container
409 not_failed on /retry Row is not failed /retry only recovers failed rows. Re-POSTing the identical ZIP is already-queued (no new GPU). After infra failure: POST .../retry with X-Lium-Api-Key (hotkey/Bearer alone is not enough)
400 missing_lium_api_key on /retry Need another GPU rent Pass X-Lium-Api-Key or Verda BYOK on live
Non-5090 / slow tok/s vs peers Marketplace drew another SKU Prism hard-pins 1× RTX 5090; non-5090 is rejected at rent (no silent score normalize)
403 hotkey_not_in_metagraph Hotkey not registered Check the hex (64 lowercase, no 0x)
409 submission_gated 1-max slot already used One accepted patch per hotkey; identical pin+patch is idempotent
503 metagraph_unavailable Snapshot lag after a fresh registration Retry in a couple of minutes
Stuck Provisioning Lium market / underfunded key Check your Lium balance; watch GET /v1/jobs / events
Idempotent replay Same submission_id (pin id + patch bytes) Expected — returns prior row
Wrong host Not using gateway prefix Use gateway /challenge/prism/... (prod https://chain.joinbase.ai)

When something fails, poll events — status alone is rarely enough:

curl -sS "$GATEWAY/challenge/prism/v1/submissions/$SUB/events"
curl -sS "$GATEWAY/challenge/prism/v1/submissions/$SUB/diff"

Frozen contracts live in the BASE monorepo: docs/PRISM.md + docs/PRISM_RECIPE.md.