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support openai embedding for topic clustering #2729

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Merged
CodingWithTim merged 4 commits into from
Jan 20, 2024
Merged

support openai embedding for topic clustering #2729

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12d32a2
support openai embedding for topic clustering
CodingWithTim Nov 24, 2023
7afdac2
combine the 2 embedding functions
CodingWithTim Nov 24, 2023
a07060f
fix load text
CodingWithTim Jan 19, 2024
4c66f70
finalize
CodingWithTim Jan 20, 2024
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fix load text
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@CodingWithTim
CodingWithTim committed Jan 19, 2024
commit a07060f5f4de89f70d38af237d32bee38579328b
6 changes: 3 additions & 3 deletions fastchat/serve/monitor/topic_clustering.py
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Expand Up @@ -241,10 +241,10 @@ def get_cluster_info(texts, labels, topk_indices):
show_top_k = args.show_top_k
show_cut_off = args.show_cut_off

texts = read_texts(
args.input_file, args.min_length, args.max_length, args.english_only
)
if args.embeddings_file is None:
texts = read_texts(
args.input_file, args.min_length, args.max_length, args.english_only
)
print(f"#text: {len(texts)}")
embeddings = get_embeddings(texts, args.model, args.batch_size)
print(f"embeddings shape: {embeddings.shape}")
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