renaming metrics from tests to metrics

CONTRIBUTING.md

@@ -65,6 +65,7 @@ pip install -e .
 
 1. Use `ruff check --fix` to check and fix lint errors
 2. Use `ruff format` to apply formatting
+3. Run `pytest` at the top level directory to run unit tests
 
 NOTE: Ruff linting and formatting checks are done when PR is raised via Git Action. Before raising a PR, it is a good practice to check and fix lint errors, as well as apply formatting.
 

README.md

@@ -157,7 +157,7 @@ lora:
 
 ```yaml
 qa:
-  llm_tests:
+  llm_metrics:
     - length_test
     - word_overlap_test
 ```

llmtune/cli/toolkit.py

@@ -86,11 +86,12 @@ def run_one_experiment(config: Config, config_path: Path) -> None:
     else:
         RichUI.results_found(results_path)
 
+    # Quality Assurance -------------------------
     RichUI.before_qa()
     qa_file_path = dir_helper.save_paths.qa_file
     if not qa_file_path.exists():
-        llm_tests = config.qa.llm_tests
-        tests = QaTestRegistry.create_tests_from_list(llm_tests)
+        llm_metrics = config.qa.llm_metrics
+        tests = QaTestRegistry.create_tests_from_list(llm_metrics)
         test_suite = LLMTestSuite.from_csv(results_file_path, tests)
         test_suite.save_test_results(qa_file_path)
         test_suite.print_test_results()

llmtune/config.yml

@@ -77,7 +77,7 @@ inference:
   temperature: 0.8
 
 qa:
-  llm_tests:
+  llm_metrics:
     - jaccard_similarity
     - dot_product
     - rouge_score

llmtune/pydantic_models/config_model.py

@@ -9,7 +9,7 @@
 
 
 class QaConfig(BaseModel):
-    llm_tests: Optional[List[str]] = Field([], description="list of tests that needs to be connected")
+    llm_metrics: Optional[List[str]] = Field([], description="list of metrics that needs to be connected")
 
 
 class DataConfig(BaseModel):

llmtune/qa/generics.py

@@ -70,7 +70,7 @@ def print_test_results(self):
         median_values = {key: statistics.median(column_data[key]) for key in column_data}
         stdev_values = {key: statistics.stdev(column_data[key]) for key in column_data}
         # Use the RichUI class to display the table
-        RichUI.qa_display_table(result_dictionary, mean_values, median_values, stdev_values)
+        RichUI.qa_display_metric_table(result_dictionary, mean_values, median_values, stdev_values)
 
     def save_test_results(self, path: str):
         # TODO: save these!

llmtune/ui/generics.py

@@ -112,5 +112,5 @@ def qa_found(cls):
         pass
 
     @abstractstaticmethod
-    def qa_display_table(cls):
+    def qa_display_metric_table(cls):
         pass

llmtune/ui/rich_ui.py

@@ -182,9 +182,9 @@ def qa_found():
         pass
 
     @staticmethod
-    def qa_display_table(result_dictionary, mean_values, median_values, stdev_values):
+    def qa_display_metric_table(result_dictionary, mean_values, median_values, stdev_values):
         # Create a table
-        table = Table(show_header=True, header_style="bold", title="Test Results")
+        table = Table(show_header=True, header_style="bold", title="Test Set Metric Results")
 
         # Add columns to the table
         table.add_column("Metric", style="cyan")

test_utils/test_config.py

@@ -1,3 +1,7 @@
+"""
+Defines a configuration that can be used for unit testing.
+"""
+
 from llmtune.pydantic_models.config_model import (
     AblationConfig,
     BitsAndBytesConfig,
@@ -72,7 +76,7 @@ def get_sample_config():
             train_test_split_seed=42,
         ),
         qa=QaConfig(
-            llm_tests=[
+            llm_metrics=[
                 "jaccard_similarity",
                 "dot_product",
                 "rouge_score",

tests/qa/test_generics.py

@@ -60,7 +60,7 @@ def test_save_test_results(mock_csv, mock_tests, mocker):
 # def test_print_test_results(mock_csv, mock_tests, mock_rich_ui):
 #     test_suite = LLMTestSuite.from_csv("dummy_path.csv", mock_tests)
 #     test_suite.print_test_results()
-#     assert mock_rich_ui.qa_display_table.called
+#     assert mock_rich_ui.qa_display_metric_table.called
 
 
 def test_print_test_results(capfd, example_data):