doc

Author: xadupre

_doc/cmds/index.rst

@@ -9,3 +9,4 @@ Command Lines
     :maxdepth: 1
 
     config
+    validate

_doc/cmds/validate.rst

@@ -0,0 +1,56 @@
+-m onnx_diagnostic validate ... validate a model id
+===================================================
+
+Description
++++++++++++
+
+The command lines validate a model id
+available on :epkg:`HuggingFace` but not only.
+It creates dummy inputs, runs the models on them,
+exports the model, measures the discrepancies...
+
+.. runpython::
+
+    from onnx_diagnostic._command_lines_parser import get_parser_validate
+
+    get_parser_validate().print_help()
+
+Get the list of supported tasks
++++++++++++++++++++++++++++++++
+
+.. code-block::
+
+    python -m onnx_diagnostic validate
+
+.. runpython::
+
+    from onnx_diagnostic._command_lines_parser import main
+
+    main(["validate"])
+
+
+Get the default inputs for a specific task
+++++++++++++++++++++++++++++++++++++++++++
+
+.. code-block::
+
+    python -m onnx_diagnostic validate -t text-generation
+
+.. runpython::
+
+    from onnx_diagnostic._command_lines_parser import main
+
+    main("validate -t text-generation".split())
+
+Validate a model
+++++++++++++++++
+
+.. code-block::
+
+    python -m onnx_diagnostic validate -m arnir0/Tiny-LLM --run -v 1
+
+.. runpython::
+
+    from onnx_diagnostic._command_lines_parser import main
+
+    main("validate -m arnir0/Tiny-LLM --run -v 1".split())