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Improve KVCacheInjector config failure message #1687

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Jul 25, 2023
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Improve KVCacheInjector config failure message #1687

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10 changes: 6 additions & 4 deletions src/sparseml/exporters/kv_cache_injector.py
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Original file line number Diff line number Diff line change
Expand Up @@ -75,8 +75,8 @@ def __init__(
Alternatively:
```python
onnx_model: onnx.ModelProto = ...
exporter = KeyValueCacheInjector(model_path="path/to/model")
exporter = KeyValueCacheInjector(num_attention_heads = 16,
exporter = KeyValueCacheInjector(model_path="path/to/model",
num_attention_heads = 16,
hidden_size_dim = 64)
exporter.export(onnx_model, "model.onnx")
```
Expand Down Expand Up @@ -106,8 +106,10 @@ def __init__(

else:
raise ValueError(
"Either `model_path` or kwargs must be provided to "
"KeyValueCacheInjector"
f"Unable to find KeyValueCacheConfig for model_path='{model_path}'. "
"Either kwargs must be provided to KeyValueCacheInjector to construct "
"OnnxTransform, or a new config should be registered in "
"`sparseml/src/sparseml/exporters/transforms/kv_cache/configs.py`"
)

super().__init__(transforms)
Expand Down