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codelion

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Frame: Grounding LLM Vulnerability Detection with a Sound Separation-Logic Core

lambdasec.github.io
2 points·by codelion·9 giorni fa·0 comments

Mlx-optiq: per-layer mixed-precision LLM quantization for Apple Silicon

mlx-optiq.com
2 points·by codelion·27 giorni fa·0 comments

A 1B humanizer that matches human writing on an AI detector

mlx-optiq.com
3 points·by codelion·mese scorso·0 comments

Zero-Dependency Programming

conjure.pages.dev
2 points·by codelion·3 mesi fa·0 comments

Scaling Pedagogical Pre-Training: From Optimal Mixing to 10B Tokens

huggingface.co
2 points·by codelion·4 mesi fa·0 comments

From HashHop to Memory-Augmented Language Models

huggingface.co
2 points·by codelion·5 mesi fa·0 comments

The Optimal Architecture for Small Language Models

huggingface.co
1 points·by codelion·7 mesi fa·0 comments

Enhancing LLMs with LoRA – Standardized Recipes for Capability Enhancement

huggingface.co
3 points·by codelion·7 mesi fa·0 comments

OpenEvolve: Teaching LLMs to Discover Algorithms Through Evolution

algorithmicsuperintelligence.ai
53 points·by codelion·7 mesi fa·9 comments

Ellora: Enhancing LLMs with LoRA Standardized Recipes for Capability Enhancement

huggingface.co
1 points·by codelion·7 mesi fa·0 comments

The 1B Token Challenge: Finding the Perfect Pre-Training Mix

huggingface.co
6 points·by codelion·8 mesi fa·0 comments

The 1B Token Challenge: Finding the Perfect Pre-Training Mix

huggingface.co
3 points·by codelion·8 mesi fa·0 comments

comments

codelion
·26 giorni fa·discuss
Using qwen3.6 27b locally with Claude code, it works well for simple coding tasks
codelion
·27 giorni fa·discuss
[flagged]
codelion
·2 mesi fa·discuss
You can consider using Frame for the SAST part - https://github.com/lambdasec/frame
codelion
·3 mesi fa·discuss
How does it compare to some of the newer mlx inference engines like optiq that support turboquantization - https://mlx-optiq.pages.dev/
codelion
·4 mesi fa·discuss
the key issue is the interpretation of "consent" when continued use is the only option. aree users truly consenting, or are they simply left with no alternative?
codelion
·8 mesi fa·discuss
When mammals hunt other mammals strange things can happen.
codelion
·10 mesi fa·discuss
Whom to believe? Devin or Claude? - https://www.anthropic.com/engineering/multi-agent-research-s...
codelion
·anno scorso·discuss
Really interesting benchmark, thanks for sharing! It's good to see some real-world comparisons. The hallucinations issue is definitely a key concern with LLM-based OCR, and it's important to quantify that risk. Looking forward to seeing the full benchmark results.