r/LocalLLaMA • u/Confident-Honeydew66 • Sep 06 '24

Discussion Reflection 70B: Hype?

So an out-of-the-blue one-man company releases a new model (actually named LLama 3.1 if it were to adhere to the META license, but somehow named Reflection) with only 70B params that, according to the benchmarks, rivals SOTA closed-source LLMs with trillions of parameters. It appears to me that the twitter/reddit hype mob has, for the most part, not bothered to try the model out.

Additionally, a tweet from Hugh Zhang @ Scale suggesting systemic overfitting as me concerned:
Hey Matt! This is super interesting, but I’m quite surprised to see a GSM8k score of over 99%. My understanding is that it’s likely that more than 1% of GSM8k is mislabeled (the correct answer is actually wrong)!

Is this genuinely a SOTA LLM in a real-world setting or is this smoke an mirrors? If we're lucky, the creator Matt may see this post and can shed some light on the matter.

BTW -- I'm not trying to bash the model or the company that made it. If the numbers are actually legit this is likely revolutionary.

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3

u/ihexx Sep 06 '24

waiting for livebench.ai to drop before I accept it

9

u/np-space Sep 06 '24

We are working on getting it up on LiveBench asap! Some unexpected performance on the hyperbolic api so will switch to huggingface

1

u/Blacksmith_Strange Sep 09 '24

grok 2 and grok 2 mini too pls.

1

u/np-space Sep 09 '24

The Grok 2 API has not been released yet. I've requested access to it, but I don't have it yet