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曾亮懿 ZengLiangYi Blog
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#Evaluation

3 posts tagged "Evaluation".

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Review AI coding conversations: denominators, quality, and reuse

Audit source and length denominators, false accepts and rejects, and empty samples; separate current filtering, summaries, and measured reuse.

曾亮懿 曾亮懿
5 min read
#ChatCrystal #Knowledge management #Evaluation

Evaluate embedding retrieval with fixed notes and labeled queries

Compare local and cloud embeddings with labeled queries and separate indexes, checking rebuild completion, retrieval quality, and resource costs.

曾亮懿 曾亮懿
3 min read
#ChatCrystal #Embedding #Evaluation

Comparing LLM Summaries: Fixed Inputs and Verifiable Evidence

Evaluate local vs cloud LLM summarization on identical transcripts, field review, and failure logs, separating model quality from app pipelines.

曾亮懿 曾亮懿
3 min read
#ChatCrystal #LLM #Evaluation

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