ferrite
Simple, lightweight transformers in Fortran (by rbitr)
hae
Like grep but with natural language queries (by eeroel)
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Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ferrite
Posts with mentions or reviews of ferrite.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-01-08.
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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
hae
Posts with mentions or reviews of hae.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-01-08.
What are some alternatives?
When comparing ferrite and hae you can also consider the following projects:
llama2.f90 - LLaMA2 model in Fortran [Moved to: https://github.com/rbitr/llm.f90]
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.