Update README using proper template

README.md

@@ -1,23 +1,111 @@
-# FrenchLegal1Retrieval - Tweaked Sample Dataset
+---
+annotations_creators:
+- derived
+language:
+- fr
+license: other
+multilinguality: monolingual
+task_categories:
+- text-retrieval
+task_ids:
+- document-retrieval
+tags:
+- mteb
+- text
+- retrieval
+- sample
+configs:
+- config_name: corpus
+  data_files:
+  - split: train
+    path: corpus/train-*
+- config_name: default
+  data_files:
+  - split: test
+    path: data/test-*
+- config_name: queries
+  data_files:
+  - split: train
+    path: queries/train-*
+dataset_info:
+- config_name: corpus
+  features:
+  - name: _id
+    dtype: string
+  - name: title
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: train
+    num_examples: 10
+- config_name: default
+  features:
+  - name: query-id
+    dtype: string
+  - name: corpus-id
+    dtype: string
+  - name: score
+    dtype: int64
+  splits:
+  - name: test
+    num_examples: 6
+- config_name: queries
+  features:
+  - name: _id
+    dtype: string
+  - name: text
+    dtype: string
+  splits:
+  - name: train
+    num_examples: 6
+---
 
-This is a small tweaked sample version of FrenchLegal1Retrieval containing 6 queries for testing and debugging purposes.
+# FrenchLegal1Retrieval-sample
 
-## Sample Statistics
-- **Corpus**: 10 documents (tweaked text)
-- **Queries**: 6 queries (tweaked text)
-- **QRels**: 6 relevance judgments
+A sample dataset for French legal document retrieval evaluation.
 
-## Original Dataset
-- **Corpus**: 2,133 documents
-- **Queries**: 2,133 queries
-- **QRels**: 2,133 relevance judgments
+## Task category
+
+Retrieval
+
+## Domains
+
+Legal, Government
+
+## Dataset Structure
+
+The dataset follows the standard MTEB retrieval format:
+
+- `corpus/corpus-00000-of-00001.parquet`: 10 documents with fields `_id`, `title`, `text`
+- `queries/queries-00000-of-00001.parquet`: 6 queries with fields `_id`, `text`  
+- `data/test-00000-of-00001.parquet`: 6 relevance judgments with fields `query-id`, `corpus-id`, `score`
 
 ## Usage
 
-This tweaked sample dataset can be used for:
-- Testing MTEB task loading without using original data
-- Debugging retrieval pipelines
-- Prototype development
-- Demo purposes
+You can evaluate an embedding model on this sample dataset using the following code:
+
+```python
+import mteb
+
+# Load the sample dataset
+task = mteb.get_task("FrenchLegal1Retrieval")
+evaluator = mteb.MTEB(tasks=[task])
+
+# Run evaluation with your model
+model = mteb.get_model("your-model-name")
+results = evaluator.run(model)
+```
+
+## Sample Content
+
+This sample dataset contains:
+- 6 queries describing information needs
+- 10 corresponding documents
+- 6 relevance judgments connecting queries to documents
+
+The data has been slightly modified for demonstration purposes while preserving the original structure and meaning.
+
+## License
 
-The modifications ensure the sample cannot be reverse-engineered to recover the original text.
+other