Disable cuml again

app.py

@@ -27,6 +27,11 @@ from transformers import (
     AutoModelForCausalLM,
     pipeline,
 )
+# from cuml.manifold import UMAP
+# from cuml.cluster import HDBSCAN
+
+from umap import UMAP
+from hdbscan import HDBSCAN
 
 """
 TODOs:
@@ -137,9 +142,6 @@ def calculate_n_neighbors_and_components(n_rows):
 
 # @spaces.GPU
 def fit_model(docs, embeddings, n_neighbors, n_components):
-    from cuml.manifold import UMAP
-    from cuml.cluster import HDBSCAN
-
     umap_model = UMAP(
         n_neighbors=n_neighbors,
         n_components=n_components,
@@ -237,8 +239,6 @@ datasets:
 
 @spaces.GPU(duration=120)
 def generate_topics(dataset, config, split, column, nested_column, plot_type):
-    from cuml.manifold import UMAP
-
     logging.info(
         f"Generating topics for {dataset} with config {config} {split} {column} {nested_column}"
     )

requirements.txt

@@ -1,5 +1,5 @@
---extra-index-url https://pypi.nvidia.com
-cuml-cu11
+# --extra-index-url https://pypi.nvidia.com
+# cuml-cu11
 spaces
 gradio
 torch