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I wanna meet the person who greps die, kick the bucket and buy the farm lol Are models like mistral there yet in terms of token per second generation to run a
by throwawaydummy 2y ago
I wanna meet the person who greps die, kick the bucket and buy the farm lol
Are models like mistral there yet in terms of token per second generation to run a grep over millions of files?
- ignoramous 2y agoMistral has published large language models, not embedding models? sgrep uses Google's Word2Vec to generate embeddings of the corpus and perform similarity searches on it, given a user query.
- throwawaydummy 2y agoNo I got that I asked because wouldn’t embedding generated by fine tuned transformer based LLMs be more context aware? Idk much about the internals so apologies if this was a dumb thing to say
- ignoramous 2y agoembeddings come in handy to augment LLMs [0], but as you suspect, some try LLMs themselves as an outright embedding model with varying degrees of success: https://www.reddit.com/r/LocalLLaMA/comments/12y3stx/embeddings/ https://www.reddit.com/r/LocalLLaMA/comments/12y3stx/embeddi... / https://huggingface.co/spaces/mteb/leaderboard https://huggingface.co/spaces/mteb/leaderboard [0] https://simonwillison.net/2023/Oct/23/embeddings/ https://simonwillison.net/2023/Oct/23/embeddings/