Rebuild model card from reproducible CPU audit; include evidence and limitations

evaluation/publication.json

@@ -1,6 +1,6 @@
 {
   "Cukinator/cpu1-ablations-final": {
-    "oid": "304d4a9f7414da8682aae5825daa16e40d74713a",
-    "url": "https://huggingface.co/Cukinator/cpu1-ablations-final/commit/304d4a9f7414da8682aae5825daa16e40d74713a"
+    "oid": "702ac8b8616c25454dede9a13b057c4da0a8f97b",
+    "url": "https://huggingface.co/Cukinator/cpu1-ablations-final/commit/702ac8b8616c25454dede9a13b057c4da0a8f97b"
   }
 }

evaluation/source/evaluation/cards.py

@@ -262,8 +262,8 @@ def upload_cards(inventory):
     import os
     token = os.environ.get('HF_TOKEN')
     if not token:
-        print('Provide the authorized Hugging Face token on stdin (not saved).', flush=True)
-        token = sys.stdin.readline().strip()
+        from getpass import getpass
+        token = getpass('Hugging Face token (hidden input): ').strip()
     api = HfApi(token=token)
     identity = api.whoami()
     if identity['name'].lower() != 'cukinator':

evaluation/source/evaluation/export.py

@@ -214,7 +214,7 @@ def main():
     print(f"\n{'=' * 65}")
     print(f"  Export ablations -- {HF_REPO_SRC} -> {HF_REPO_DEST}")
     print(f"  Runs: {runs}")
-    print(f"  HF_TOKEN: {'****' + token[-4:] if token else 'None'}")
+    print(f"  HF_TOKEN: {'configured' if token else 'not set'}")
     print(f"  Local export dir: {EXPORT_DIR}")
     print(f"{'=' * 65}\n")
 

evaluation/source/training/ablation.py

@@ -2119,7 +2119,7 @@ def check_env() -> int:
         print("  En Lightning Studio: Settings → Secrets → HF_TOKEN")
         print("  Sin token los checkpoints NO se subirán a HF Hub.\n")
     else:
-        print(f"\nHF_TOKEN: ****{hf_token[-4:]}")
+        print("\nHF_TOKEN: configured")
     return n_gpus
 
 

evaluation/source/training/ablation_amd.py

@@ -2211,7 +2211,7 @@ def check_env() -> int:
         print("  En Lightning Studio: Settings → Secrets → HF_TOKEN")
         print("  Sin token los checkpoints NO se subirán a HF Hub.\n")
     else:
-        print(f"\nHF_TOKEN: ****{hf_token[-4:]}")
+        print("\nHF_TOKEN: configured")
     return n_gpus