Zoltan Csaki

zolicsaki

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liked a dataset 14 days ago
mattymchen/refinedweb-3m
updated a Space about 1 month ago
sambanovasystems/auto-web-search
updated a Space about 1 month ago
sambanovasystems/paper-slides-summary
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zolicsaki's activity

reacted to kz919's post with πŸš€ 8 months ago
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Just for the meme.

But the clear lesson I learnt from building these demos are, the more powerful the underlying base model is, the closer you will get to GPT4o1. CoT is nothing more than simply inducing the latent reasoning capability from the model.

kz919/GPT4-O1-Proximas
reacted to KingNish's post with πŸ‘ 8 months ago
posted an update 8 months ago
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We’ve open-sourced an app, powered by SambaNova Cloud and Llama 405B, that intelligently detects when a web search is neededβ€”then answers directly or with RAG.

sambanovasystems/auto-web-search

πŸ₯š A hidden Easter egg is that Auto Search detection is already trained into Llama 3.1 checkpoints. Simply use the tool usage system prompt below, and the model will either respond with a web search query if it deems necessary or respond to the query directly.πŸ₯š

Environment: IPython
Tools: Brave Search
Knowledge Cutoff Date: December 2023
Today's Date: September 2024
You are a helpful assistant. Reminder:
Search function calls MUST follow the specified format: "brave_search.call(query)"

You can see the documentation here
https://www.llama.com/docs/model-cards-and-prompt-formats/llama3_1#built-in-tooling
and read about how the tool usage was trained into Llama3.1 models in section 4.3.5 here https://arxiv.org/pdf/2407.21783
posted an update 8 months ago
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Fast inference is no longer a nice-to-have demo; it will be the driving force behind future frontier models. Time to switch over to custom AI hardware and short Nvidia.

Try out SambaNova's lightning fast API for free at https://sambanova.ai/fast-api?api_ref=444868
reacted to kz919's post with πŸ§ πŸ€―πŸ€—πŸ”₯ 8 months ago