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harisec

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Grok 4.5 14 days ago

Trying to use it via openrouter: "The model grok-4.5 is not available in your region."

The Llama 4 herd 1 year ago

Yes, during training multiple checkpoints are created, you can distill from any checkpoint you want.

Congrats, good luck with your new company!

I have one question regarding your ARC Prize competition: The current leader from the leaderboard (MindsAI) seems not to be following the original intention of the competition (fine tune a model with millions of tasks similar with the ARC tasks). IMO this is against the goal/intention of the competition, the goal being to find a novel way to get neural networks to generalize from a few samples. You can solve almost anything by brute-forcing it (fine tunning on millions of samples). If you agree with me, why is the MindsAI solution accepted?

Recraft’s image generation service could leak its internal system prompts due to its unique architecture combining Claude (an AI language model) with a diffusion model. Unlike other image generators, Recraft could perform calculations and answer questions, which led to the discovery that carefully crafted prompts could expose the system’s internal instructions.

All images in the LLM Dreams gallery are generated using the Flux model from the Black Forest Team, powered by the fal.ai API. The prompts for these images were brainstormed by DeepSeek, drawing inspiration from existing Stable Diffusion prompts found in the Gustavosta/Stable-Diffusion-Prompts dataset on Hugging Face. All the code was written by Claude.

Researchers from Carnegie Mellon University found that it's possible to automatically construct adversarial attacks on LLMs, forcing them to answer any questions and it's possible to generated unlimited number of such attacks, making them very hard to protect against.

I think OpenAI has a few hidden advantages that are not obvious at this point. It could be additional training data, filtering/preprocessing that data, some changes to the architecture, who knows? None of the open source models are even close to GPT 3.5, what to speak about GPT 4? I've tried everything and the 60G llama variants so i'm not sure it's about number of parameters. They definitely have some hidden sauce.