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I recommend llama.cpp - a direct, open source tool that allows running models on various devices. You don’t need Ollama, and frankly - I would recommend against using that on ethical grounds.

https://sleepingrobots.com/dreams/stop-using-ollama/

I had faced roadblocks while integrating with openclaw using ollama (Was trying to experiment with `qwen3-vl:2b`). I was tracking the issue back to openclaw at that time, I didn't even consider investigating ollama.

I attached a threads post here where I'm talking to meta ai to expand on both scenarios (not to use ollama, but llama.cpp & my take on the why this is the way it is - ie. commercial gains)

https://www.threads.com/@riojos/post/DaMXIs4k4w8

Location: Kerala, India

Remote: Yes

Willing to relocate: Depends case-by-case

Technologies: PHP, Laravel, NodeJS, TypeScript, ReactJS, NextJS, MySQL, PostgreSQL, MongoDB, AWS, Rust, Inkscape, Gimp, Adobe Suite (Photoshop, Premier Pro, After Effects), Google Analytics, Google Tag Manager,

Resume/CV: https://riojos.in/resume

Email: riojos.dev@gmail.com

I'm a freelance software/web/app developer who provides development & designing services. You want a software developed for your SaaS idea or an existing establishment, I'm here for you. Or do you need to rebrand with unique attractive designs to capture the customers attention I'm able to provide that as well.

Location: Kerala, India (IN)

Remote: Yes

Willing to relocate: No

Technologies: JavaScript, Typescript, NodeJS, ReactJS, NextJS, VueJS, SolidJS, MySQL, MongoDB, PostgreSQL, PHP, Laravel, Rust, WASM

Résumé/CV: https://github.com/riojosdev/riojosdev/blob/main/Rio%20Resum... | https://www.linkedin.com/in/riojos

Email: riojos.dev@gmail.com

---

I'm a software developer (self-taught with ~5+ years of experience) looking to be hired. I have experience working with REST APIs, maintaining backend and frontend development using ReactJS.

Recently I created an article on how to setup a private Stellar blockchain on your system on my blog (decodedhtml[.]com). This was prepared during a hackathon challenge by the Stellar Foundation on dev[.]to platform. I was able to create a dApp and prepare the tutorial, and submitted the same. You find my different projects on my github linked above as where you'll find my CV. You can go through my profile and see my projects. I have spent a lot of time in trying to come up with those architecture. I jumped in to many opensource projects for this, to form an idea on how to build, maintain & scale those projects.

In my case, the book has helped me to maintain my inner peace, which is really important when you want to get into the flow-state mind during programming. Emotional maturity is important for a work environment too, ability to handle the mental health of yourself and your teammates during long work hours gives a boost in productivity.

I am gonna try siding with the foundation, in the end all crates are from the ground up in Rust. So, why add the extra 5 characters (including a separation character), to your project. Without using the word "Rust" the project would be equivalent to a brand name, no?

It's strict, like the language. Won't compile till you fix all errors.

But the possibility that you can be sued, I guess that is what the community is so harsh about. They should rewrite the policy, so that even a 5 year old can't be sued, imho.