unsloth/studio
Daniel Han aa258b983d Studio: account for every Codex turn in fan-out usage chunk
The fan-out path used to report usage as if a single Codex call had
run: `prompt_tokens = max(1, len(prompt)//4)` and
`completion_tokens = len(synthesis)//4`. In reality it had spawned
N parallel worker turns (each carrying the same prompt) plus a
synthesis turn that re-sent the prompt and every tab's output. For
`parallel_calls=20` that meant the cost / context widget under-
reported the request by roughly 20x.

Now sums:

- `prompt_tokens ≈ (N * prompt + synthesis_prompt) / 4` where
  `synthesis_prompt = sum(tab_outputs) + prompt`.
- `completion_tokens ≈ (sum(tab_output_chars) + synthesis_chars) / 4`.

Tests: new regression
`test_parallel_usage_accounts_for_all_calls` runs a 4-way fan-out
against a fake SDK with deterministic chunk lengths and asserts
the reported usage scales with N, not the single-call shape.
2026-05-24 17:11:42 +00:00
..
backend Studio: account for every Codex turn in fan-out usage chunk 2026-05-24 17:11:42 +00:00
frontend Studio: per-tab buffer for Codex fan-out so chunks cannot interleave 2026-05-24 17:07:00 +00:00
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: broaden Linux + narrow Windows llama.cpp runtime patterns + trim #5741 comments (#5746) 2026-05-23 21:48:12 -07:00
install_python_stack.py ci: broaden Linux + narrow Windows llama.cpp runtime patterns + trim #5741 comments (#5746) 2026-05-23 21:48:12 -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