Ah nice! I thought they only had the transformer-library-formatted weights on the hub! In that case, I can actually add that to the notebook directly. Cool stuff! (Btw the reason why I opted for the OpenAI Tf ones was that they were the original/official ones)
OPEN SOURCE
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Lower-precision formats and distilled models enabling local long-context LLMs
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Me neither :). I think with new lower-precision formats, and better distilled models, we'll maybe increasingly adopt long-context LLMs run locally.
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DeepSeek-R1 Training Cost: Missing R1 Distillation Expenses
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The real question: What is the DeepSeek-R1 training cost? The $5.567M DeepSeek cost is missing the cost of training the R1 model to get distilled data. Table 9 in the DeepSeek v3 paper shows that the R1 distillation step is critical for quality. The R1 paper doesn't talk about
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Loading weights from Hugging Face model hub as alternative
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Sorry about the hassle loading the weights directly. But I actually have some bonus material on that to load them from the HF model hub as an alternative (should be referenced in the book itself):
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Chinese Company Releases Open-Source Multimodal AI Model Janus
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Le temps que les gens découvrent Deepseek R-1, l'entreprise chinoise a sorti, il y a une heure, un modèle open-source multimodal, "Janus", de génération et de compréhension d'images. (Vous voyez où on en est en termes de vélocité du marché sur l'IA ?) Lien ci-dessous.
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DeepSeek Privacy: US/EU Hosted Open Source Model
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DeepSeek on Perplexity is hosted in US/EU data centers – your data never leaves Western servers. The open source model is hosted completely independent of China. Your privacy and data security is our priority.
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Free MLops Repository with Talks Books and Papers
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This repository on ML operations has free talks, books, papers and more: https://
bit.ly/MLops Developed by @visenger -
Perplexity adds US-hosted DeepSeek R1 reasoning
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BREAKING 🚨: Perplexity released US-hosted DeepSeek R1 reasoning option 👀 https://t.co/Wm5KT4bmpO pic.twitter.com/yKnzCQCt7n
— 🚨 AI News | TestingCatalog (@testingcatalog) 27 janvier 2025BREAKING : Perplexity released US-hosted DeepSeek R1 reasoning option
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DeepSeek’s Innovation Through Constraints and AI Development Alternatives
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DeepSeek is the flip side of the same coin: It innovated because of, not in spite of, its constraints. And now that it has upended the assumptions of the dominant AI paradigm, we should reject its costly trade-offs and seek new ways to develop AI without so many harms. 24/
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Free AI Agent Proxy for browser tasks
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Here's a free version of Operator to try: @convergence_ai_ has just dropped "Proxy" – an AI Agent capable of executing browser-based tasks (it's free today, soon to be $20/mo) Pretty impressed so far, link below