Technologist, Futurist and Disruptor - Creator - YouTuber All tweets are my own and don't represent the views of my employer
Joined May 2009
- Tweets 5,048
- Following 470
- Followers 1,248
- Likes 1,519
256 Photos and videos
I ran Gemma 3 4B without PyTorch, without CUDA — just flat binary files 600 lines of Rust.
Paris #1. Jupiter #1. Ulm #1. Exact HF match.
CPU or Vulkan GPU. Any vendor. No framework.
Built on @chrishayuk's LarQL decomposition.
github.com/cronos3k/vindex-i…
#DeepLearning #GPU #MLOps #AIEngineering #RustLang #HuggingFace #Gemma #WebGPU
#CrossPlatform #EdgeAI #OpenAI #LLMInference #FOSS #IndieResearch
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@chrishayuk watched your LARQL video this morning, spent the day porting it to Windows/Linux CUDA and wrapping it in a Gradio UI — live on HF Spaces 12 hours after your release.
👉 huggingface.co/spaces/cronos…
👉 github.com/cronos3k/larql
Already running in 3 of my projects. Great work.
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was messing with the OpenAI base URL in Cursor and caught this
accounts/anysphere/models/kimi-k2p5-rl-0317-s515-fast
so composer 2 is just Kimi K2.5 with RL
at least rename the model ID
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1 Nov 2025
just dropped my mcp client oauth library, which i think makes it easier to work with oauth mcp servers.. totally standalone not tied to any agent
framework.. github.com/chrishayuk/chuk-m…
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26 Aug 2025
so i updated mcp-cli... i think this version is a lot better, still got a bit to go, but i think it's much better
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24 Aug 2025
Super happy about this technique of using templates to bootstrap projects while vibe coding with Claude Code
youtu.be/V7YSfaQZrIw
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13 Aug 2025
updated mcp-cli to use gpt-oss as default model, works pretty sweetly.. also now supports gpt-5 and claude 4.1
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22 Jun 2025
recently spent some time with danny talking about pitching. was fun but different. youtube.com/watch?v=il4V23X0…
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29 May 2025
i've now moved mcp-cli onto chuk-llm with streaming, and really think it improves the performance now. i feel i'm getting close to a v1 release
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19 May 2025
i made some big improvements to the a2a server over the weekend, it's now fully integrated with my chuk session manager. github.com/chrishayuk/a2a-se…. .
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21 Apr 2025
to complement the a2a cli, i've create an a2a server which makes it easy to host agents that are compatible with a2a. github.com/chrishayuk/a2a-se…
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21 Apr 2025
so i've created my first version of the google a2a cli... you can run it just using uvx a2a-cli
github is here: github.com/chrishayuk/a2a-cl…
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12 Apr 2025
Half way through the getaway, and it’s really bugging me to know which costumes @thewheatgerm designed, it must have been a few to get a credit….
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29 Mar 2025
so i've made some more improvements, to my mcp cli. github.com/chrishayuk/mcp-cl… , still got a bunch to do, but i think i'm getting there with it
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28 Mar 2025
okay so i have my virtual filesystem now..
not quite sure how i do this as a youtube video though.
github.com/chrishayuk/chuk-v…
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