Still cooking my aibricks project.
Simple example of what I mean by "configuration driven":

1000x inference cost reduction by converting qwen/llama to rwkv architecture without retraining from scratch.

Big if true/without-any-major-issues. Definitely worth checking.

huggingface.co/recursal/QRW...

This is how happiness looks like.

My answer to AiSuite - focused even more on the GPU-poor.
It's still in early development, but you can take a look here:
github.com/mobarski/ai-...

All feedback is more than welcome (comments, likes, github stars, reposts).

new Aider #codegen release

Here’s a nice reddit post showing how quantization affects benchmarking results:

www.reddit.com/r/LocalLLaMA...

Practical example of a web app generated in the #windsurf IDE.

It addresses the major pain point of every target scoring system: geometry distortion due to camera misalignment and warping of the paper.

The core functionality took just 5 turns, but the final polish required ~3 hours.

#codegen

bookmarking that one for later reading: arxiv.org/abs/2410.11878

#paper

I've combined Aider's benchmark data with prices for 1M input/output tokens and created two price/performance charts.

It's handy for me; it might be handy for you.

⚠️ Please note the logarithmic scale on the X-axis ⚠️

#ai #codegen #llm

Looks interesting, thanks! Recently I’ve started to do something similar (role based codegen), it will be nice to read more about the topic.

Simple sandbox/toy for teaching my kids about orbital maneuvers. It took 20 minutes and $0.5 to create it in Aider (aider.chat). The future of education looks so bright!

#codegen #showcase #ai

vs 335M on X*. That's very optimistic!
Also - check out the bluesky trend on X's radar.

*src: www.statista.com/statistics/3...

If anyone is wondering about the current state of llm-based code generation, here is a nice little chart, that might get you interested in this topic.

#codegen

Psst! Hey Kid!
You wanna some #codegen prompts?

BOLT:
- github.com/stackblitz/b...

AIDER:
- github.com/Aider-AI/aid...

CLINE:
- github.com/cline/cline/...
- github.com/cline/cline/...

#ai #llm #prompt