Deep Learning ; Jerry Liu ; NLP tasks / problems AND Technical girls and guys
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7 Documents
Finetuning LLaMa + Text-to-SQL
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2023-09-28 About
Jerry Liu sur X : "This might be the first time ChatGPT (+@jxnlco) helped us come up with a better retrieval algorithm for RAG..."
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2023-08-28 About
Easily Finetune Llama 2 for Your Text-to-SQL Applications | by Jerry Liu | Aug, 2023
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2023-08-18 About
Jerry Liu sur Twitter : "if you have access to a rich query language (e.g. SQL / any DSL), use a vector db to index additional metadata to help the LLM execute queries using this query language, while preventing prompt overflows!
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2023-07-20 About
Jerry Liu sur Twitter : "Using cross-encoding as a reranking step can dramatically speed up LLM inference time AND improve accuracy!"
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2023-07-20 About
Jerry Liu sur Twitter : "Adding metadata to text can help w/ disambiguation and boost retrieval performance for LLM QA systems, using LLMs to... extract rich context to augment each chunk"
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2023-07-09 About
Build a ChatGPT with your Private Data using LlamaIndex and MongoDB | by Jerry Liu | LlamaIndex Blog | May, 2023 | Medium
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2023-05-21 About