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Ferrite Alternatives
Similar projects and alternatives to ferrite
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InfluxDB
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ferrite reviews and mentions
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hae – like grep but with natural language queries
This is interesting, I'd like to see how fast it runs. A challenge even with fast implementations of models is there is always some overhead starting up.
I also want to mention this is exactly the kind of use case I had in mind for Ferrite, a dependency free Fortran implementation of sentence transformers: https://github.com/rbitr/ferrite The idea is a very simple script to run transformer inference on a CPU that can be incorporated into a project without pulling in a million dependencies.
I am happy to see though that this is a C++ project and appears not to require pytorch and HF transformers to use!
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GPU Embedding with GGML
I'll plug the project I've started work on along the same lines - a simplified CPU focused embedding model (right now with distillbert) that's coded as a single file with no dependencies and no abstraction. https://github.com/rbitr/ferrite
- Ferrite – Simple, lightweight transformers in Fortran
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rbitr/ferrite is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of ferrite is Fortran.
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