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.gitattributes

@@ -57,3 +57,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+si.txt filter=lfs diff=lfs merge=lfs -text

analyze_cc100.py

@@ -0,0 +1,47 @@
+import os
+from math import ceil
+
+def calculate_shards_for_billion(file_path, target_sentences_per_shard=1_000_000_000):
+    # Get file size
+    file_size = os.path.getsize(file_path)
+    file_size_gb = file_size / (1024**3)
+    
+    # Your provided metrics
+    total_sentences = 12_643_262
+    non_empty_sentences = 11_977_669
+    total_chars = 1_508_593_606
+    
+    # Calculate metrics
+    gb_per_million_sentences = file_size_gb / (total_sentences / 1_000_000)
+    chars_per_sentence = total_chars / non_empty_sentences
+    
+    # Calculate how many more sentences needed for one full shard
+    sentences_needed_for_shard = target_sentences_per_shard - total_sentences
+    
+    print("\nShard Analysis for 1B Sentences per Shard:")
+    print("-" * 50)
+    print(f"Current metrics:")
+    print(f"- File size: {file_size_gb:.2f} GB")
+    print(f"- Total sentences: {total_sentences:,}")
+    print(f"- Non-empty sentences: {non_empty_sentences:,}")
+    print(f"- Average characters per sentence: {chars_per_sentence:.1f}")
+    print(f"- GB per million sentences: {gb_per_million_sentences:.2f}")
+    
+    print(f"\nFor reaching 1B sentences per shard:")
+    print(f"- Additional sentences needed: {sentences_needed_for_shard:,}")
+    print(f"- Scaling factor needed: {target_sentences_per_shard / total_sentences:.1f}x more data")
+    
+    # Estimate storage requirements
+    estimated_gb_for_billion = gb_per_million_sentences * 1000  # for 1B sentences
+    print(f"\nStorage estimates for 1B sentences:")
+    print(f"- Estimated size needed: {estimated_gb_for_billion:.1f} GB")
+    
+    # Recommendations
+    print(f"\nRecommendations:")
+    print(f"1. You need approximately {target_sentences_per_shard / total_sentences:.1f}x more data to reach 1B sentences")
+    print(f"2. Current data would be ~{(total_sentences/target_sentences_per_shard*100):.2f}% of one full shard")
+    print(f"3. For a full 1B-sentence shard, you'd need to collect about {sentences_needed_for_shard:,} more sentences")
+
+if __name__ == "__main__":
+    file_path = "si.txt"
+    calculate_shards_for_billion(file_path)

si.txt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f86f061af6b0bf50af52b6c528d08452a6a132dd12a049ed56185e2ba4fee008
+size 3915469275