unsloth/studio/backend
Daniel Han ba9405b908
Studio: surface prompt-cache token counts in /v1/chat/completions usage chunk (#5670)
* Studio: surface prompt-cache token counts in /v1/chat/completions usage chunk

Studio's Anthropic and OpenAI Responses proxies already capture
cache_creation_input_tokens, cache_read_input_tokens (Anthropic) and
input_tokens_details.cached_tokens (OpenAI), but they were only written
to the structlog stream. Browser and SDK clients had no way to compute
"how many tokens hit the prompt cache" without scraping the server log,
so the chat UI could not show users how much money the cache was
saving on each turn.

This change emits one extra OpenAI include_usage-style chunk
(choices: [] with a populated usage block) just before the existing
[DONE] for Anthropic and after the final finish_reason chunk for
OpenAI Responses (both response.completed and response.incomplete).
The chunk shape:

  usage.prompt_tokens_details.cached_tokens
      normalised cache-read count, present for both providers.
  usage.cache_creation_input_tokens
      Anthropic-only; tokens billed at the cache-write premium.
  usage.cache_read_input_tokens
      Anthropic-only; same value as cached_tokens, kept for callers
      that already key off the native Anthropic name.

Smoke verified end to end against a live Studio (claude-haiku-4-5
and gpt-4o-mini) plus 7 new unit tests on the helper and the two
streaming paths.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Anthropic: include cache buckets in prompt_tokens / total_tokens

Anthropic's `input_tokens` field excludes the cache buckets -- the
real prompt size is `input_tokens + cache_creation_input_tokens +
cache_read_input_tokens`. Previously the new usage chunk reported
only `input_tokens` as `prompt_tokens`, which heavily undercounted
cache-hit turns (e.g. an 18.9k-token cache_read turn looked like an
8-token prompt) and broke any downstream context / cost display fed
by `prompt_tokens` or `total_tokens`.

Fix `_build_usage_chunk` to sum all three input buckets for the
Anthropic provider while keeping the OpenAI Responses path unchanged
(OpenAI already folds cached tokens into `input_tokens`). The native
`cache_creation_input_tokens` / `cache_read_input_tokens` keys and
`prompt_tokens_details.cached_tokens` mirror are still emitted, so
clients keep full visibility of the cache split.

Tests updated to assert the summed shape.

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2026-05-22 06:02:52 -07:00
..
assets Add Qwen3.6 inference defaults for Studio (#5065) 2026-04-16 11:42:42 -07:00
auth studio: security and hardening pass (auth rate-limit, sandbox, path containment, schema validation, headers) (#5375) 2026-05-13 06:12:18 -07:00
core Studio: surface prompt-cache token counts in /v1/chat/completions usage chunk (#5670) 2026-05-22 06:02:52 -07:00
loggers Studio: stop truncating long log lines as suspected base64 (#5335) 2026-05-08 13:07:18 +04:00
models Studio: Claude Code Anthropic API tool compatibility (#5390) 2026-05-21 16:45:05 +04:00
plugins fix(gh_client): fail fast on 401/403 auth errors instead of retrying forever (#5325) (#5329) 2026-05-08 21:57:41 +04:00
requirements studio: API external provider support for chat (OpenAI, Mistral, Gemini, Cohere, Anthropic, OpenRouter, DeepSeek, custom providers) (#4706) 2026-05-14 16:13:59 +04:00
routes studio: unblock /load event loop on detect_audio_type (#5642, #5635) (#5669) 2026-05-22 05:47:58 -07:00
state unsloth run: add --enable-tools/--disable-tools server-side tool policy (#5277) 2026-05-05 12:45:15 +04:00
storage studio: API external provider support for chat (OpenAI, Mistral, Gemini, Cohere, Anthropic, OpenRouter, DeepSeek, custom providers) (#4706) 2026-05-14 16:13:59 +04:00
tests Studio: surface prompt-cache token counts in /v1/chat/completions usage chunk (#5670) 2026-05-22 06:02:52 -07:00
utils Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
_platform_compat.py Fix Studio crash on Anaconda/conda-forge Python (#4484) 2026-03-22 05:36:55 -07:00
colab.py Fix/studio colab button message: Add fallback message for Colab Studio button when proxy URL fails (#4866) 2026-04-05 21:57:45 -07:00
main.py Studio: warn when llama.cpp prebuilt is at least 3 days behind (#5529) 2026-05-18 00:21:50 -07:00
run.py Studio: stop hint, Uvicorn log rename, reachability check + Mac UI CI retry hardening (#5503) 2026-05-17 07:44:06 -07:00
startup_banner.py Studio: stop hint, Uvicorn log rename, reachability check + Mac UI CI retry hardening (#5503) 2026-05-17 07:44:06 -07:00