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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 ngày trước·0 comments

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

mlx-optiq.com
2 points·by codelion·27 ngày trước·0 comments

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

mlx-optiq.com
3 points·by codelion·tháng trước·0 comments

Zero-Dependency Programming

conjure.pages.dev
2 points·by codelion·3 tháng trước·0 comments

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

huggingface.co
2 points·by codelion·4 tháng trước·0 comments

From HashHop to Memory-Augmented Language Models

huggingface.co
2 points·by codelion·5 tháng trước·0 comments

The Optimal Architecture for Small Language Models

huggingface.co
1 points·by codelion·7 tháng trước·0 comments

Enhancing LLMs with LoRA – Standardized Recipes for Capability Enhancement

huggingface.co
3 points·by codelion·7 tháng trước·0 comments

OpenEvolve: Teaching LLMs to Discover Algorithms Through Evolution

algorithmicsuperintelligence.ai
53 points·by codelion·7 tháng trước·9 comments

Ellora: Enhancing LLMs with LoRA Standardized Recipes for Capability Enhancement

huggingface.co
1 points·by codelion·7 tháng trước·0 comments

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

huggingface.co
6 points·by codelion·8 tháng trước·0 comments

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

huggingface.co
3 points·by codelion·8 tháng trước·0 comments

comments

codelion
·26 ngày trước·discuss
Using qwen3.6 27b locally with Claude code, it works well for simple coding tasks
codelion
·27 ngày trước·discuss
[flagged]
codelion
·2 tháng trước·discuss
You can consider using Frame for the SAST part - https://github.com/lambdasec/frame
codelion
·3 tháng trước·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 tháng trước·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 tháng trước·discuss
When mammals hunt other mammals strange things can happen.
codelion
·10 tháng trước·discuss
Whom to believe? Devin or Claude? - https://www.anthropic.com/engineering/multi-agent-research-s...
codelion
·năm ngoái·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.