From 36989cfae40b773e6193680d05a154dc9406df0c Mon Sep 17 00:00:00 2001
From: Ross Wightman <rwightman@gmail.com>
Date: Fri, 20 Jan 2023 14:49:40 -0800
Subject: [PATCH] Factor out readme generation in hub helper, add more readme
 fields

---
 timm/models/_hub.py | 63 +++++++++++++++++++++++++++++++++++----------
 1 file changed, 49 insertions(+), 14 deletions(-)

diff --git a/timm/models/_hub.py b/timm/models/_hub.py
index df1a1ef7..378d646c 100644
--- a/timm/models/_hub.py
+++ b/timm/models/_hub.py
@@ -236,20 +236,7 @@ def push_to_hf_hub(
             model_card = model_card or {}
             model_name = repo_id.split('/')[-1]
             readme_path = Path(tmpdir) / "README.md"
-            readme_text = "---\n"
-            readme_text += "tags:\n- image-classification\n- timm\n"
-            readme_text += "library_tag: timm\n"
-            readme_text += f"license: {model_card.get('license', 'apache-2.0')}\n"
-            readme_text += "---\n"
-            readme_text += f"# Model card for {model_name}\n"
-            if 'description' in model_card:
-                readme_text += f"\n{model_card['description']}\n"
-            if 'details' in model_card:
-                readme_text += f"\n## Model Details\n"
-                for k, v in model_card['details'].items():
-                    readme_text += f"- **{k}:** {v}\n"
-            if 'citation' in model_card:
-                readme_text += f"\n## Citation\n```\n{model_card['citation']}```\n"
+            readme_text = generate_readme(model_card, model_name)
             readme_path.write_text(readme_text)
 
         # Upload model and return
@@ -260,3 +247,51 @@ def push_to_hf_hub(
             create_pr=create_pr,
             commit_message=commit_message,
         )
+
+
+def generate_readme(model_card, model_name):
+    readme_text = "---\n"
+    readme_text += "tags:\n- image-classification\n- timm\n"
+    readme_text += "library_tag: timm\n"
+    readme_text += f"license: {model_card.get('license', 'apache-2.0')}\n"
+    if 'details' in model_card and 'Dataset' in model_card['details']:
+        readme_text += 'datasets:\n'
+        readme_text += f"- {model_card['details']['Dataset'].lower()}\n"
+        if 'Pretrain Dataset' in model_card['details']:
+            readme_text += f"- {model_card['details']['Pretrain Dataset'].lower()}\n"
+    readme_text += "---\n"
+    readme_text += f"# Model card for {model_name}\n"
+    if 'description' in model_card:
+        readme_text += f"\n{model_card['description']}\n"
+    if 'details' in model_card:
+        readme_text += f"\n## Model Details\n"
+        for k, v in model_card['details'].items():
+            if isinstance(v, (list, tuple)):
+                readme_text += f"- **{k}:**\n"
+                for vi in v:
+                    readme_text += f"  - {vi}\n"
+            elif isinstance(v, dict):
+                readme_text += f"- **{k}:**\n"
+                for ki, vi in v.items():
+                    readme_text += f"  - {ki}: {vi}\n"
+            else:
+                readme_text += f"- **{k}:** {v}\n"
+    if 'usage' in model_card:
+        readme_text += f"\n## Model Usage\n"
+        readme_text += model_card['usage']
+        readme_text += '\n'
+
+    if 'comparison' in model_card:
+        readme_text += f"\n## Model Comparison\n"
+        readme_text += model_card['comparison']
+        readme_text += '\n'
+
+    if 'citation' in model_card:
+        readme_text += f"\n## Citation\n"
+        if not isinstance(model_card['citation'], (list, tuple)):
+            citations = [model_card['citation']]
+        else:
+            citations = model_card['citation']
+        for c in citations:
+            readme_text += f"```bibtex\n{c}\n```\n"
+    return readme_text