152 karma · joined August 25, 2010
email: ian [at] snappishproductions.com twitter: @carsondial
Also, a member on our team developed an amazing RNN-based model that still today beats the pants off most embedding models when it comes to speed, and is no slouch on CPU either…
(* I'm being harsh on BM25 - it is a baseline that people often forget in vector search, but it can be a tough one to beat at times)
They still own the underlying IP[^1], so as long as the contract is a decent one, Paramount has to deal with the actual making/distributing the film, and Hasbro just gets the money, and a toy line off the back of the film. Feels like an easier set up than taking the risk on movie-making yourself (which they did attempt with eOne for other properties, but seemingly have decided that it's probably not a good deal with them)
[1] yes, yes, it's a bit more complicated with Takara in the mix too, but you can essentially view it as a Hasbro-owned property
Don't sleep on some of its newer features like multi-vector document fields, either…
But when you start to require filtering or combining the vector search with a lexical search, then something like Pinecone, Vespa, Qdrant, Lucene-based options (e.g. Solr and ES) etc. become a lot more practical than you building all that functionality yourself.
(I can't speak to Milvus 2.x as we are probably not going to upgrade to that for a number of non-performance reasons)
The point here is that you can use their bases in place of LLaMA and not have to jump through the hoops, so the fine-tuned models are really just there for a bit of flash…
(disclaimer: I work on Semantic Search at Lucidworks)
* Filtering
* String-based IDs
(a caveat that I haven't used Milvus 2.x recently, which does fix these issues, but brings in a bunch of other dependencies like Kafka or Pulsar)
;P
(It would have been more fun if we'd spent the past month with clickbait like "What is Orgone Energy, Anyway?"
The yield is quite low (250g) when you consider you can easily get 2kg out of a Premier Wonder machine for around $300. Yes, you'll have to temper the chocolate yourself, but these days you can do that really easily with a water bath and some cocoa butter (the 'silk' method).