unsloth/tests
Wasim Yousef Said 37166efcfc
Fix Gemma 4 GGUF OpenAI API streams (#6476)
* Fix Gemma 4 GGUF OpenAI API streams

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* Avoid duplicate Responses stream disconnect watcher

* Keep reasoning-only Responses output hidden

* Address Gemma stream review comments

* Avoid Responses stream task-group cleanup

* Harden OpenAI chat completion streams

* Address OpenAI stream review issues

* Clean up Studio OpenAI stream helpers

* Fix Studio passthrough cold stream timeout

* Fix tool parser compatibility exports lint

* Preserve audio stream disconnect cancellation

* Avoid synthetic finish after passthrough errors

* Address stream cleanup and Gemma parser reviews

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* Gemma 4: parse bare-string tool args and keep safetensors tools for native <|tool_call>

- Quote bare unquoted string values in Gemma native tool-call args (e.g.
  {location:Tokyo,unit:celsius}) so they parse; JSON scalars stay typed.
- Stop _detect_safetensors_features from suppressing supports_tools for
  templates that emit Gemma native <|tool_call>, which the shared parser
  now reads.
- Add tests for both.

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* Harden Gemma tool-call parsing and stream-error detection

Address three issues in the Gemma-native tool-call path:

- _quote_gemma_object_keys stopped a bare (unquoted) string value at the
  first comma, so an argument like `location:New York, NY` was split
  mid-value and the synthesized JSON failed to parse, dropping the whole
  tool call. A bare value now ends only at `}` or a comma that begins the
  next `key:` pair.

- parse_tool_calls_from_text scanned the entire response for Gemma markers
  even inside a tool call already parsed from a `<tool_call>{...}` JSON
  block, so a marker-like string inside an argument (data) was promoted to
  a second, unintended tool call. Matches inside an already-consumed call
  span are now skipped.

- _openai_passthrough_stream relied on _monitor_openai_sse_line to flag a
  stream error, which returns early when monitor_id is None
  (skip_api_monitor), so an upstream error chunk left saw_stream_error
  unset and the synthetic-finish guard emitted a successful finish_reason
  after a failed stream. Error chunks are now detected independently of API
  monitoring.

Adds tests/test_gemma_tool_parse_edge_cases.py covering the comma and
marker-injection cases.

* Emit the terminal finish_reason chunk in GGUF streams

The OpenAI chat-completions GGUF tool stream and plain stream both built a
final ChatCompletionChunk carrying finish_reason but never yielded it, so
clients received the optional usage chunk and [DONE] with no chunk carrying
finish_reason. OpenAI-compatible consumers rely on that terminal choice to
distinguish stop/length/tool_calls. Yield it before the usage chunk and
[DONE], matching the other streaming paths.

* Parse tool calls in document order and skip nested markers both ways

Unify the JSON- and Gemma-format tool-call passes into a single
position-ordered scan:

- Calls are now emitted in byte order across both formats, so a mixed
  output like `<|tool_call>call:create{...}<tool_call|> ... <tool_call>
  {"name":"read",...}</tool_call>` executes create before read, matching
  the order they appear in (tools run in returned order).

- A candidate that starts inside an already-accepted call's span is
  skipped, in both directions: a JSON marker inside a Gemma argument and a
  Gemma marker inside a JSON argument are treated as data, not promoted to
  a second executable tool call.

Extends tests/test_gemma_tool_parse_edge_cases.py with the ordering and
JSON-in-Gemma nesting cases.

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* Quote bare Gemma array elements; order finish before trailing usage

- _quote_gemma_object_keys skipped array values, so a Gemma call with a
  bare-string array argument like labels:[bug,ui] produced invalid JSON and
  the whole tool call was dropped. Array values are now scanned and bare
  string elements quoted, while numbers, quoted strings, and JSON literals
  are preserved.

- In the OpenAI passthrough stream, a trailing usage-only chunk
  (stream_options.include_usage) that arrived before any finish chunk was
  relayed before the synthetic finish, producing usage -> finish -> [DONE].
  Emit the synthetic finish before that usage chunk so the order matches the
  other streams (finish -> usage -> [DONE]).

Extends tests/test_gemma_tool_parse_edge_cases.py with the bare-array cases.

* Harden Gemma array parsing, XML-parameter guard, and stream teardown

Address five review findings on the Gemma tool-call and OpenAI passthrough
streaming paths:

- parse_tool_calls_from_text collected JSON and Gemma markers without the
  _inside_open_parameter guard, so a marker embedded in an existing
  <function=...><parameter=...> value was promoted to a separate tool call.
  Candidates that start inside an open XML parameter are now skipped, matching
  the guard the XML-style parser already applies.

- _quote_gemma_array_elements preserved array elements starting with { or [
  verbatim, so an array of objects (items:[{path:a}]) or a nested array failed
  json.loads and the whole call was dropped. Object and nested-array elements
  are now normalised recursively.

- _openai_passthrough_stream synthesized a finish chunk before a trailing
  usage-only chunk and set saw_finish_reason, which made the EOF guard skip the
  [DONE] sentinel. The EOF path now emits [DONE] whenever the upstream omitted
  it, even after a finish chunk was already synthesized.

- /generate/stream drove generation through asyncio.to_thread with no
  disconnect watcher, so a client disconnect during a long generation went
  unnoticed until the next send. It now runs _await_disconnect_then_cancel
  against the request, matching the other local streaming endpoints.

- _SameTaskStreamingResponse closed the body iterator with aclose() on a
  send-side disconnect, raising GeneratorExit so the generators' cancellation
  handlers (which finish the api_monitor entry) never ran. It now throws
  CancelledError, falling back to aclose() when athrow is unavailable.

Extends tests/test_gemma_tool_parse_edge_cases.py with array-of-objects,
nested-array, and marker-inside-XML-parameter cases.

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* Watch disconnects on Anthropic streams; keep timestamps in Gemma values

Two follow-ups on the streaming and tool-parse paths:

- _anthropic_tool_stream and _anthropic_plain_stream drove generation through
  asyncio.to_thread(next, gen, ...) and only polled is_disconnected() between
  events, so a client disconnect during prefill or a long generation/tool step
  held the decode slot until the next event or a failed send. Both now run the
  _await_disconnect_then_cancel watcher used by the other local streams, stop it
  in finally, and break promptly when cancel_event is set.

- _GEMMA_NEXT_KEY_RE treated any comma followed by word-chars-then-colon as the
  next key, so a bare value such as "meet at 10:00, 11:00 tomorrow" was split
  into bogus keys. The next-key token must now be identifier-shaped (start with
  a letter or underscore), so a comma before a timestamp, ratio, or other
  numeric-then-colon text stays part of the value.

Adds a timestamp-in-bare-value regression test.

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* Guard nested markers, reset on disconnect, clean unstarted streams

Three follow-ups on the tool-parse and streaming paths:

- parse_tool_calls_from_text only skipped markers that fell inside a span it
  had already parsed successfully, so when an unquoted Gemma argument contained
  a literal marker (code:<|tool_call>call:terminal{...}<tool_call|>) the outer
  object failed to normalize, its span was never recorded, and the inner marker
  was promoted to a standalone terminal call. Candidates nested inside any other
  candidate's brace span are now skipped regardless of whether the enclosing
  candidate parsed, so a marker in malformed outer data is never executed.

- /generate/stream skipped backend.reset_generation_state() when the disconnect
  watcher set cancel_event between chunks: the loop broke and the finally's reset
  is guarded on cancel_event being unset. A subprocess backend kept decoding
  after the client left. The cancel-break path now resets the backend.

- _SameTaskStreamingResponse threw CancelledError / called aclose() on the body
  iterator on a send-side disconnect, but neither runs the try/finally of a
  generator that never started (early disconnect on http.response.start), so the
  passthrough's eagerly-opened upstream httpx stream and cancel-registry entry
  leaked. It now tracks whether the body started and, when it did not, runs an
  optional unstarted_cleanup hook; the OpenAI passthrough wires it to close the
  upstream resp/client and exit the cancel tracker.

Adds a nested-unquoted-marker regression test.

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---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Daniel Han <danielhanchen@gmail.com>
2026-06-23 06:13:56 -07:00
..
notebooks Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
python Add Hugging Face dataset streaming mode to Studio (#4946) 2026-06-22 17:48:18 +03:00
qlora Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
saving Windows installer: fix DiskPart UAC mid-install, drive-root cache, and spurious unsloth.exe rename warning (#6296) 2026-06-22 03:09:08 -07:00
security Package scanners: close fail-open gaps in the sdist fallback and hidden-payload paths (#6359) 2026-06-18 06:50:16 -07:00
sh studio/setup.sh: guard empty CUDA arch detection in the source build (#5854) (#6481) 2026-06-23 01:26:43 -07:00
studio Fix Gemma 4 GGUF OpenAI API streams (#6476) 2026-06-23 06:13:56 -07:00
studio_setup_ps1 Make Visual Studio + CMake optional on Windows (prebuilt llama.cpp needs no build tools) (#6499) 2026-06-22 01:11:09 -07:00
utils Fix FlashAttention fp32 crash with DoRA (use_dora=True) (#6526) 2026-06-23 01:29:19 -07:00
version_compat Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
vllm_compat Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
__init__.py Qwen 3, Bug Fixes (#2445) 2025-04-30 22:38:39 -07:00
_zoo_aggressive_cuda_spoof.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
conftest.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
run_all.sh studio/setup.sh: guard empty CUDA arch detection in the source build (#5854) (#6481) 2026-06-23 01:26:43 -07:00
test_attention_implementation.py fix(gpt-oss): prefer flex attention over sdpa (#5701) 2026-05-22 08:38:38 -07:00
test_callback_signature_drift.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
test_cli_export_unpacking.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
test_enforce_kwargs_spacing.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
test_finetune_last_n_layers.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
test_fused_ce_not_return_dict_logits.py fix: use EMPTY_LOGITS on the fused-CE not-return_dict path (#2068) (#6482) 2026-06-23 01:26:55 -07:00
test_gemma4_chat_template.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
test_get_model_name.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
test_import_fixes_drift.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
test_loader_glob_skip.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
test_missing_torchvision_vlm.py Fix misleading 'only for image models' error for Qwen3-VL when torchvision is missing (#6525) 2026-06-23 01:28:09 -07:00
test_model_registry.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
test_moe_lora_targets.py Merge moe-lora-target-fix CI fixes 2026-06-08 20:20:00 +05:30
test_multi_image_grpo_chunking.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
test_nvfp4_quant_load.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
test_peft_weight_converter_compat.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
test_pretrain_compile_reset.py Add regression tests for the stray-forward compile-cache reset (#6569) 2026-06-22 07:22:47 -07:00
test_public_api_surface.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
test_raw_text.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
test_resolve_model_class.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
test_studio_install_workspace_guard.py Update studio root-resilience tests for the inference-backend refactor (#6490) (#6553) 2026-06-22 01:10:49 -07:00
test_studio_root_resilience.py Update studio root-resilience tests for the inference-backend refactor (#6490) (#6553) 2026-06-22 01:10:49 -07:00
test_studio_shutdown_thread_wait.py Studio: fix Ctrl+C shutdown ordering (installer shell + uvicorn thread wait) (#6566) 2026-06-22 07:41:10 -07:00
test_tool_mask_zoo_compat.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
test_uninitialized_position_ids.py Load DeepSeek-OCR and other VLMs that register AutoModel in auto_map (#6421) 2026-06-18 07:03:43 -07:00
test_video_path_validation.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00
test_windows_rocm_bnb_version.py Reduce and tighten comments and docstrings across the test suite (#6429) 2026-06-18 01:07:09 -07:00