unsloth/studio/backend/core
Daniel Han 4c06c1dcc7
Studio: enable audio input for Gemma 4 GGUFs; default chat model to Qwen3.5-4B-MTP (#6000)
* Studio: enable audio input for Gemma 4 GGUF models

Audio file upload was disabled for Gemma 4 vision+audio GGUFs (e.g.
gemma-4-12b-it-GGUF) even though their mmproj carries an audio encoder
(clip.has_audio_encoder, gemma4ua). Two causes:

- Audio-input detection only matched Gemma 3n's <audio_soft_token>;
  Gemma 4 uses <|audio|>, so audio_vlm was never detected.
- The GGUF load/status responses hardcoded has_audio_input=False, so the
  flag was dropped even when audio_vlm was detected (affected Gemma 3n
  GGUFs too).

Changes:
- Recognize <|audio|> alongside <audio_soft_token> in the llama-server
  token probe and the tokenizer-config pattern.
- Read clip.has_audio_encoder from the mmproj as an independent,
  model-agnostic signal (read_mmproj_audio_capability).
- Emit the computed has_audio_input on the GGUF load/status responses.
- Tests for the new pattern and the mmproj reader.

* Studio: default chat model and dataset helper to Qwen3.5-4B-MTP

Switch the auto-loaded chat default and the dataset-analysis helper GGUF
from gemma-4-E2B-it to unsloth/Qwen3.5-4B-MTP-GGUF (UD-Q4_K_XL).

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

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

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2026-06-04 00:56:53 -07:00
..
data_recipe Studio: harden stdio MCP gating and fix transport edge cases (#5892) 2026-05-31 04:38:52 -07:00
export studio: ROCm cleanups follow-up to #5301 (#5874) 2026-05-30 03:06:47 -07:00
inference Studio: enable audio input for Gemma 4 GGUFs; default chat model to Qwen3.5-4B-MTP (#6000) 2026-06-04 00:56:53 -07:00
training fix(studio): disable mlx gc for none (#5991) 2026-06-04 00:38:45 -07:00
__init__.py [Studio] Show non exported models in chat UI (#4892) 2026-04-14 15:03:58 +04:00
_torchao_stub.py studio: ROCm cleanups follow-up to #5301 (#5874) 2026-05-30 03:06:47 -07:00
tool_healing.py Studio: add remote MCP server support (#5750) 2026-05-27 07:01:11 -07:00