unsloth/studio/backend/core
Daniel Han b4bce2d69b Studio: tighten pricing prefix match + clamp corrupt usage
Three follow-ups on the longest-prefix pricing match landed in this PR:

- Prefix match now requires a dash boundary or end-of-string. The
  longest-key sort alone still falsely landed "claude-opus-4-15" on
  the "claude-opus-4-1" row, and "gpt-5.5-prod" on the "gpt-5.5-pro"
  row (a 6x overcharge). Demanding the next character be "-" rules
  out the lookalikes while keeping dated snapshots
  ("gpt-5.4-mini-2026-04-23", "claude-opus-4-7-20260414") landing on
  their canonical row.
- Clamp every token count to >= 0. A corrupted upstream payload
  (negative cached count, off-by-one in a fixture) could previously
  produce a negative bill that masked real spend in the session
  total tooltip.
- Tolerate a non-dict "cache_creation" (e.g. an upstream proxy
  folded the field down to a single int). The current code raised
  AttributeError mid-turn; now it falls back to the 5m-default
  bucket so the rest of the cost calculation still runs.

Adds tests/test_pricing_edge.py with 20 adversarial cases covering
the boundary check, negative / None / zero token values across both
envelopes, cache_read > prompt corruption, the OpenAI long-context
threshold crossover on cache-inflated billable input, malformed
sub-objects, and unknown-provider degradation. Combined suite is
51 tests, all green.
2026-05-24 14:08:02 +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: tighten pricing prefix match + clamp corrupt usage 2026-05-24 14:08:02 +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