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README.md

@@ -1,161 +1,11 @@
----
-language:
-- en
-pretty_name: Hugging Face Forum Dataset
-dataset_info:
-  features:
-  - name: title
-    dtype: string
-  - name: link
-    dtype: string
-  - name: replies
-    dtype: int64
-  - name: views
-    dtype: int64
-  - name: initial_post
-    dtype: string
-  - name: initial_post_date
-    dtype: string
-  - name: responses
-    list:
-    - name: date
-      dtype: string
-    - name: reply
-      dtype: string
-  splits:
-  - name: accelerate
-    num_bytes: 1413499
-    num_examples: 343
-  - name: autotrain
-    num_bytes: 386032
-    num_examples: 170
-  - name: beginners
-    num_bytes: 15548221
-    num_examples: 6975
-  - name: community_calls
-    num_bytes: 248952
-    num_examples: 101
-  - name: course
-    num_bytes: 249969
-    num_examples: 129
-  - name: datasets
-    num_bytes: 3606360
-    num_examples: 1289
-  - name: diffusers
-    num_bytes: 735710
-    num_examples: 334
-  - name: flax_jax_projects
-    num_bytes: 257637
-    num_examples: 103
-  - name: gradio
-    num_bytes: 619409
-    num_examples: 351
-  - name: hub
-    num_bytes: 627999
-    num_examples: 354
-  - name: inference_endpoints
-    num_bytes: 523934
-    num_examples: 274
-  - name: intermediate
-    num_bytes: 2714318
-    num_examples: 1036
-  - name: languages_at_hugging_face
-    num_bytes: 156280
-    num_examples: 55
-  - name: model_card
-    num_bytes: 1874
-    num_examples: 3
-  - name: models
-    num_bytes: 4226426
-    num_examples: 1930
-  - name: optimum
-    num_bytes: 301502
-    num_examples: 97
-  - name: Research
-    num_bytes: 900149
-    num_examples: 417
-  - name: sagemaker
-    num_bytes: 1766696
-    num_examples: 328
-  - name: show_and_tell
-    num_bytes: 49155
-    num_examples: 50
-  - name: site_feedback
-    num_bytes: 168672
-    num_examples: 207
-  - name: spaces
-    num_bytes: 1611834
-    num_examples: 807
-  - name: tokenizers
-    num_bytes: 736288
-    num_examples: 400
-  - name: transformers
-    num_bytes: 10778924
-    num_examples: 4248
-  download_size: 24229540
-  dataset_size: 47629840
-configs:
-- config_name: default
-  data_files:
-  - split: accelerate
-    path: data/accelerate-*
-  - split: autotrain
-    path: data/autotrain-*
-  - split: beginners
-    path: data/beginners-*
-  - split: community_calls
-    path: data/community_calls-*
-  - split: course
-    path: data/course-*
-  - split: datasets
-    path: data/datasets-*
-  - split: diffusers
-    path: data/diffusers-*
-  - split: flax_jax_projects
-    path: data/flax_jax_projects-*
-  - split: gradio
-    path: data/gradio-*
-  - split: hub
-    path: data/hub-*
-  - split: inference_endpoints
-    path: data/inference_endpoints-*
-  - split: intermediate
-    path: data/intermediate-*
-  - split: languages_at_hugging_face
-    path: data/languages_at_hugging_face-*
-  - split: model_card
-    path: data/model_card-*
-  - split: models
-    path: data/models-*
-  - split: optimum
-    path: data/optimum-*
-  - split: Research
-    path: data/Research-*
-  - split: sagemaker
-    path: data/sagemaker-*
-  - split: show_and_tell
-    path: data/show_and_tell-*
-  - split: site_feedback
-    path: data/site_feedback-*
-  - split: spaces
-    path: data/spaces-*
-  - split: tokenizers
-    path: data/tokenizers-*
-  - split: transformers
-    path: data/transformers-*
----
-
-# Hugging Face Forum Dataset
-
-This dataset was scraped from various categories in the [Hugging Face forum](https://discuss.huggingface.co/).
-It contains posts, responses, and metadata such as dates and view counts for several topics.
-
-## Dataset Details
-- **Source**: Hugging Face Forum
-- **Categories**: Research, Beginners, Intermediate, Course, Models, Transformers, Tokenizers, Accelerate, and more.
-- **Data Structure**: JSON format with each category as a split in the DatasetDict.
-
-## Dataset Preparation
-The dataset was prepared by scraping the Hugging Face forum discussions and organizing them into JSON files for semantic search and analysis tasks.
-
-For more details and the data preparation script, refer to the GitHub repository: [Hugging Face Forum Dataset Preparation](https://github.com/Prikshit7766/huggingface-experiments/tree/main/HuggingFace_Forum)
+# Hugging Face Forum Dataset
+
+This dataset was scraped from various categories on the [Hugging Face forum](https://discuss.huggingface.co/) on January 31, 2025.
+It contains posts, responses, and metadata such as dates and view counts across multiple topics.
+
+## Dataset Details
+- **Source**: Hugging Face Forum
+- **Categories**: Accelerate, AutoTrain, AWS Inferentia Trainium, AzureML, Beginners, Community Calls, Course, Datasets, Diffusers, Flax JAX Projects, Google Cloud, Gradio, Hub, Inference Endpoints, Intermediate, Languages, Model Card, Models, Optimum, Research, SageMaker, Show and Tell, Site Feedback, Spaces, Tokenizers, Transformers, and more.
+- **Format**: Converted to Parquet for efficient storage and processing.
+- **Data Cleaning**: Sensitive information (e.g., tokens matching the pattern `hf_[a-zA-Z0-9]+`) has been redacted.
+