unsloth/studio/backend/core
Daniel Han a6f6022bd0 Studio: require nearby action verb for Plan: / "Here is the plan" intents
Reviewer round 8 surfaced a real false positive in the previous commit:
a final answer naturally titled "Plan:" / "My plan:" / "Approach:" with
numbered content items now slipped through _INTENT_SIGNAL and got
wiped by the synthetic STOP turn. Examples:

  Plan:
  1. Warm-up: Students review fractions.
  2. Group practice.
  3. Assessment.

  My plan:
  1. Breakfast: oatmeal and fruit.
  2. Lunch: rice bowl.
  3. Dinner: lentil soup.

  Here is the plan you asked for. It is two pages long.

Add a lookahead requiring one of the conservative re-prompt action
verbs (search / fetch / verify / look up / call / compare / think /
respond / etc.) to appear within 120 chars after the "Plan:" /
"Approach:" / "Here is the plan" / "Here are my steps" marker. Plan
stalls whose items are tool actions ("Plan:\n1. search the docs\n2.
summarise the result") still match and re-prompt; prose plans whose
items are content do not.

Also mirror "first" in _PLAN_LIST_FRAMING so numbered action plans
that start with "First" stay disqualified even after the helper enters
the numbered-list branch.

Factor the action-verb set out as _REPROMPT_ACTION_VERBS so both
regexes share one source of truth.

Six new regression samples: three lesson / meal / weather plans that
must NOT wipe, three action-plan headers that must re-prompt, three
prose "Here is the plan" answers that must not wipe.
2026-05-24 14:56:04 +00:00
..
data_recipe chore(deps): bump the npm-oxc-validator group across 1 directory with 2 updates (#5667) 2026-05-22 04:46:20 -07:00
export feat(studio): MLX training tab on Apple Silicon (LoRA / full FT, VLM, export) (#5265) 2026-05-05 23:54:58 -07:00
inference Studio: require nearby action verb for Plan: / "Here is the plan" intents 2026-05-24 14:56:04 +00:00
training studio: install flash-linear-attention and tilelang for Qwen3.5 family (#5434) 2026-05-18 03:49:06 -07:00
__init__.py [Studio] Show non exported models in chat UI (#4892) 2026-04-14 15:03:58 +04:00
tool_healing.py studio: extract tool-call XML parser into a reusable helper module (#5583) 2026-05-19 05:06:17 -07:00