llama2.f90
curriculum-vitae
llama2.f90 | curriculum-vitae | |
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7 | 3 | |
16 | 0 | |
- | - | |
10.0 | 5.7 | |
6 months ago | 6 months ago | |
Fortran | TeX | |
MIT License | The Unlicense |
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llama2.f90
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GPU Embedding with GGML
I'm mostly a python programmer, but I find a lot of the ML frameworks are overkill for what they actually do, especially for inference. Fortran is pretty close to numpy - it handles arrays natively including slicing and matmul instinsics, you don't have to worry about memory etc. But it compiles into something fast and lightweight much more easily than python. It's nothing you couldn't do in C but I think Fortran is better suited for linear algebra.
See also https://github.com/rbitr/llama2.f90 which is basically the same thing but for running llama models and has 16-bit and 4-bit options and a lot more optimization.
- GitHub - rbitr/llama2.f90: LLaMA2 model in Fortran
- LLaMA2 Model Inference in Fortran
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Is Mojo the Fortran for AI Programming, or More? – The Next Platform
I clicked on this because of Fortran and it had nothing to do with it. It was more an advertisement for Mojo.
If anyone is interested in Fortran for AI, I am working on a Fortran LLM project: https://github.com/rbitr/llama2.f90
- Show HN: Llama2.f90 – Toy LLaMA2 model inference in Fortran
- Ask HN: Who wants to be hired? (September 2023)
curriculum-vitae
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Ask HN: Who wants to be hired? (September 2023)
Location: Canada
Remote: Only
Willing to relocate: No
Technologies: Various optimization tools (CPLEX, Gurobi, OR-Tools, etc), Python, C++, Bash, Linux, and others
Résumé/CV: https://github.com/PhilippeOlivier/curriculum-vitae/blob/mai...
Website: https://www.pedtsr.ca
Email: See CV
I have a PhD in computer engineering, specializing in operations research. I can translate all kinds of real-world problems into mathematical models that can be solved via integer programming, constraint programming, or other methods. I'm the father of four young children, so I'm looking for flexible/remote part-time work. I'm also open to contract work (see my comment in "Freelancer? Seeking freelancer?" thread for more details).
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Ask HN: Freelancer? Seeking freelancer? (April 2023)
SEEKING WORK | Canada | Remote
I have a PhD in operations research---essentially, I solve optimization problems. You can give me a real-world problem and I can translate it into a mathematical model that can be solved (often optimally) via integer programming, constraint programming, or other methods.
I'm currently working on a column generation-based daily fantasy sports (DFS) solver as a personal project. Taking as input the predictions/requirements of the user, this solver can generate optimal lineups for multi-entry tourneys. It is, as far as I'm aware, the only DFS solver that can generate provably optimal sets of lineups for multi-entry DFS tourneys.
Résumé/CV: https://github.com/PhilippeOlivier/curriculum-vitae/blob/mai...
Contact me: https://www.pedtsr.ca/work.html
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Ask HN: Who wants to be hired? (July 2022)
Location: Canada
Remote: Only
Willing to relocate: No
Technologies: Various solvers (CPLEX, Gurobi, Or-Tools, etc.), Python, C++, Bash, Linux, and others
Résumé/CV: https://github.com/PhilippeOlivier/curriculum-vitae/blob/mas...
Email: See CV
I have a PhD in optimization / operations research. I'm the father of four young children, so I'm looking for flexible/remote part-time work, and/or contract work. I can work between 20 and 30 hours a week (this varies depending on whether kids get sick, etc).
My specializations revolve around optimization and operations research. You can give me a real-world problem and I can translate it into a mathematical model that can be solved (often optimally) via integer programming, constraint programming, or various forms of metaheuristics. I could manage my way around new solvers and programming languages if the project required it.
I'm currently working on a daily fantasy sports (DFS) solver as a personal project. Taking as input the predictions/requirements of a user, this solver can generate optimal lineups for multi-entry tourneys. It is, as far as I am aware, the only DFS solver that can generate provably optimal sets of lineups for multi-entry DFS tourneys.
What are some alternatives?
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