unsloth/studio
Daniel Han 9d2aa80953 Studio: longest-prefix pricing match + accept chat-style usage keys
Two P1 / High follow-ups from PR 5690 review feedback:

1. Pricing prefix lookup returned the first key it iterated, so
   dated snapshots like ``gpt-5.4-mini-2026-04-23`` collided with
   the shorter ``gpt-5.4`` entry and overbilled by 3x+. Sort the
   table keys longest-first so the most specific entry wins.

2. ``calculate_cost`` only read ``input_tokens`` / ``output_tokens``,
   but Studio's OpenAI-Chat-style usage envelope re-emits
   ``prompt_tokens`` / ``completion_tokens`` (the OpenAI Chat
   Completions vocabulary). Callers handing in the chat-style
   shape silently got a zeroed bill. Accept either pair so the
   calculator works against both raw upstream usage and the
   Studio-translated envelope.

Tests (4 new in test_pricing.py): dated mini/pro snapshots inherit
the right rate; chat-style usage keys price correctly; raw key wins
when both shapes are present.
2026-05-23 14:00:32 +00:00
..
backend Studio: longest-prefix pricing match + accept chat-style usage keys 2026-05-23 14:00:32 +00:00
frontend ci: unblock Studio Windows + Linux + Mac smoke (#5741) 2026-05-23 06:59:16 -07:00
src-tauri Fix Windows workflow issues(#5694) 2026-05-22 05:32:30 -07:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
install_llama_prebuilt.py ci: unblock Studio Windows + Linux + Mac smoke (#5741) 2026-05-23 06:59:16 -07:00
install_python_stack.py ci: unblock Studio Windows + Linux + Mac smoke (#5741) 2026-05-23 06:59:16 -07:00
LICENSE.AGPL-3.0 Add AGPL-3.0 license to studio folder 2026-03-09 19:36:25 +00:00
package-lock.json ci: advisory lockfile supply-chain audit (no install-script changes) (#5604) 2026-05-19 05:56:56 -07:00
package.json ci: advisory lockfile supply-chain audit (no install-script changes) (#5604) 2026-05-19 05:56:56 -07:00
setup.bat Final cleanup 2026-03-12 18:28:04 +00:00
setup.ps1 studio: regenerate desktop launcher on unsloth studio update (macOS + Linux + Windows) (#5577) 2026-05-19 05:49:10 -07:00
setup.sh Route CPU-only Linux x86_64 to ggml-org/llama.cpp prebuilts (#5302) 2026-05-05 23:22:22 -07:00
Unsloth_Studio_Colab.ipynb studio: add --local to setup.sh + overlay unsloth-zoo from git main (#5252) 2026-05-02 08:51:56 +04:00