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[WIP] [Model] Index tts #334

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[WIP] [Model] Index tts #334

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968b4e9
index-tts registry added
divyanshsinghvi Dec 12, 2025
9a4c7e4
index tts vllm omni main file
divyanshsinghvi Dec 16, 2025
fc576b3
disaggregation
divyanshsinghvi Dec 16, 2025
75f6a46
integration fixes 1/2 done
divyanshsinghvi Dec 16, 2025
8dda9da
fixing model registry issues
divyanshsinghvi Dec 17, 2025
4d18960
Merge branch 'main' into index_tts
divyanshsinghvi Dec 19, 2025
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14 changes: 14 additions & 0 deletions vllm_omni/config/model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -201,6 +201,12 @@ def __post_init__(
is_generative_model = registry.is_text_generation_model(architectures, self)
is_pooling_model = registry.is_pooling_model(architectures, self)

# DEBUG: Log model type detection
logger.info(f"[DEBUG] Architecture: {architectures}")
logger.info(f"[DEBUG] is_generative_model: {is_generative_model}")
logger.info(f"[DEBUG] is_pooling_model: {is_pooling_model}")
logger.info(f"[DEBUG] model_stage: {getattr(self, 'model_stage', 'NOT_SET')}")

def _task_to_convert(task: TaskOption) -> ConvertType:
if task == "embedding" or task == "embed":
return "embed"
Expand Down Expand Up @@ -273,8 +279,16 @@ def _task_to_convert(task: TaskOption) -> ConvertType:
self.runner_type = self._get_runner_type(architectures, self.runner)
self.convert_type = self._get_convert_type(architectures, self.runner_type, self.convert)

# DEBUG: Log runner validation
logger.info(f"[DEBUG] runner_type: {self.runner_type}")
logger.info(f"[DEBUG] convert_type: {self.convert_type}")

if self.runner_type == "generate" and not is_generative_model:
generate_converts = _RUNNER_CONVERTS["generate"]
logger.error("[DEBUG] ERROR: runner_type is 'generate' but is_generative_model is False!")
logger.error(f"[DEBUG] generate_converts: {generate_converts}")
logger.error(f"[DEBUG] convert_type: {self.convert_type}")
logger.error(f"[DEBUG] convert_type in generate_converts: {self.convert_type in generate_converts}")
if self.convert_type not in generate_converts:
raise ValueError("This model does not support `--runner generate`.")
if self.runner_type == "pooling" and not is_pooling_model:
Expand Down
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