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burtenshaw  authored a paper 8 days ago
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model
felfri  authored a paper 23 days ago
MSTS: A Multimodal Safety Test Suite for Vision-Language Models
thughost  authored a paper about 1 month ago
Tensor Product Attention Is All You Need
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as-cle-bert 
posted an update about 8 hours ago
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𝐒𝐜𝐢𝐍𝐞𝐰𝐬𝐁𝐨𝐭 - 𝐑𝐞𝐩𝐨𝐫𝐭 𝐝𝐚𝐢𝐥𝐲 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐧𝐞𝐰𝐬 𝐨𝐧 𝐁𝐥𝐮𝐞𝐒𝐤𝐲

GitHub 👉 https://github.com/AstraBert/SciNewsBot
BlueSky 👉 https://bsky.app/profile/sci-news-bot.bsky.social

Hi there HF Community!🤗
I just created a very simple AI-powered bot that shares fact-checked news about Science, Environment, Energy and Technology on BlueSky :)

The bot takes news from Google News, filters out the sources that are not represented in the Media Bias Fact Check database, and then evaluates the reliability of the source based on the MBFC metrics. After that, it creates a catchy headline for the article and publishes the post on BlueSky📰

The cool thing? SciNewsBot is open-source and is cheap to maintain, as it is based on mistralai/Mistral-Small-24B-Instruct-2501 (via Mistral API). You can reproduce it locally, spinning it up on your machine, and even launch it on cloud through a comfy Docker setup🐋

Have fun and spread Science!✨
as-cle-bert 
posted an update 2 days ago
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𝐏𝐡𝐢𝐐𝐰𝐞𝐧𝐒𝐓𝐄𝐌 - 𝐚 𝐫𝐞𝐚𝐬𝐨𝐧𝐢𝐧𝐠 𝐚𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐭 𝐟𝐨𝐫 𝐲𝐨𝐮𝐫 𝐒𝐓𝐄𝐌 𝐞𝐝𝐮𝐜𝐚𝐭𝐢𝐨𝐧

Demo 👉 https://pqstem.org
GitHub 👉 https://github.com/AstraBert/PhiQwenSTEM

Hello HF community!🤗
Ever struggled with some complex Maths problem or with a very hard Physics question? Well, fear no more, because now you can rely on PhiQwenSTEM, an assistant specialized in answering STEM-related question!
The assistant can count on a knowledge base of 𝟭𝟱𝗸+ 𝘀𝗲𝗹𝗲𝗰𝘁𝗲𝗱 𝗦𝗧𝗘𝗠 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻-𝗮𝗻𝘀𝘄𝗲𝗿 𝗽𝗮𝗶𝗿𝘀 spanning the domains of Chemistry, Physics, Matemathics and Biochemistry (from EricLu/SCP-116K). It also relies on the combined power of microsoft/Phi-3.5-mini-instruct and Qwen/QwQ-32B-Preview to produce reliable and reasoned answers.
For the next 30 days, you will be able to try for free the web demo: https://pqstem.org
In the GitHub repo you can find all the information to reproduce PhiQwenSTEM 𝗼𝗻 𝘆𝗼𝘂𝗿 𝗹𝗼𝗰𝗮𝗹 𝗺𝗮𝗰𝗵𝗶𝗻𝗲, 𝗯𝗼𝘁𝗵 𝘃𝗶𝗮 𝘀𝗼𝘂𝗿𝗰𝗲 𝗰𝗼𝗱𝗲 𝗮𝗻𝗱 𝘄𝗶𝘁𝗵 𝗮 𝗰𝗼𝗺𝗳𝘆 𝗗𝗼𝗰𝗸𝗲𝗿🐋 𝘀𝗲𝘁𝘂𝗽: https://github.com/AstraBert/PhiQwenSTEM
lucifertrj 
posted an update 7 days ago
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Bhagavad Gita GPT assistant - Build fast RAG pipeline to index 1000+ pages using Binary Optimization

DeepSeek R-1 and Qdrant Binary Quantization

Check out the latest tutorial where we build a Bhagavad Gita GPT assistant—covering:
- DeepSeek R1 vs OpenAI O1
- Using Qdrant client with Binary Quantization
- Building the RAG pipeline with LlamaIndex
- Running inference with DeepSeek R1 Distill model on Groq
- Develop Streamlit app for the chatbot inference

Watch the full implementation here: https://www.youtube.com/watch?v=NK1wp3YVY4Q
  • 1 reply
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liuziwei7 
authored a paper 7 days ago
ucalyptus 
posted an update 8 days ago
as-cle-bert 
posted an update 14 days ago
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Hi HuggingFace community!🤗

I just published an article in which I try to articulate some counter-points to Dario Amodei's post "On DeepSeek and Export Control"👉 https://huggingface.co./blog/as-cle-bert/why-we-dont-need-export-control

I try to address several key passages of the third section from Amodei's post (https://darioamodei.com/on-deepseek-and-export-controls), bringing my perspective on the importance of open source, open knowledge and multipolarity in a crucial field for our future such as Artificial Intelligence.

Happy reading!✨
AtAndDev 
posted an update 16 days ago
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everywhere i go i see his face
liuziwei7 
authored a paper 21 days ago
AtAndDev 
posted an update 23 days ago
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Deepseek gang on fire fr fr
Severian 
posted an update 25 days ago
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Computational Model for Symbolic Representations: An Interaction Framework for Human-AI Collaboration

Hey everyone. I need your help to see if this concept, scientific logic, and testing with prompts can invalidate or validate it. My goal isn’t to make any bold statements or claims about AI, I just really want to know if I’ve stumbled upon something that can be useful in AI interactions. Here’s my proposal in a nutshell:

The Computational Model for Symbolic Representations Framework introduces a method for enhancing human-AI collaboration by assigning user-defined symbolic representations (glyphs) to guide interactions with computational models. This interaction and syntax is called Glyph Code-Prompting. Glyphs function as conceptual tags or anchors, representing abstract ideas, storytelling elements, or domains of focus (e.g., pacing, character development, thematic resonance). Users can steer the AI’s focus within specific conceptual domains by using these symbols, creating a shared framework for dynamic collaboration. Glyphs do not alter the underlying

The Core Point: Glyphs, acting as collaboratively defined symbols linking related concepts, add a layer of multidimensional semantic richness to user-AI interactions by serving as contextual anchors that guide the AI's focus. This enhances the AI's ability to generate more nuanced and contextually appropriate responses. For instance, a symbol like ! can carry multidimensional semantic meaning and connections, demonstrating the practical value of glyphs in conveying complex intentions efficiently.

Link to my full initial overview and sharing: https://huggingface.co./blog/Severian/computational-model-for-symbolic-representations

Try out the HF Assistant Version: https://hf.co/chat/assistant/678cfe9655026c306f0a4dab
AtAndDev 
posted an update 25 days ago
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R1 is out! And with a lot of other R1 releated models...
as-cle-bert 
posted an update 26 days ago
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🚀𝐍𝐞𝐰 𝐝𝐞𝐦𝐨 𝐚𝐥𝐞𝐫𝐭🚀

Convert (almost) everything to PDF with 𝐏𝐝𝐟𝐈𝐭𝐃𝐨𝐰𝐧, now on Spaces! 👉 as-cle-bert/pdfitdown

You can also install it locally:

python3 -m pip install pdfitdown


Don't forget to star it on GitHub, if you find it useful! 👉 https://www.github.com/AstraBert/PdfItDown

  • 3 replies
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as-cle-bert 
posted an update 29 days ago
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Hi HuggingFace Community🤗, I am thrilled to announce:

𝐪𝐝𝐮𝐫𝐥𝐥𝐦 𝚟𝟷-𝚛𝚌.𝟷 (https://github.com/AstraBert/qdurllm/tree/january-2025)

Qdurllm (𝗤𝗱rant, 𝗨𝗥Ls, 𝗟arge 𝗟anguage 𝗠odels) is a local Gradio (Gradio) application that lets you upload you web content to a local Qdrant (Qdrant) database and search through it or chat with it.

The 𝗻𝗲𝘄 𝗽𝗿𝗲-𝗿𝗲𝗹𝗲𝗮𝘀𝗲 (https://github.com/AstraBert/qdurllm/releases/tag/v1.0.0-rc.0) implements 𝘀𝗽𝗮𝗿𝘀𝗲 𝘀𝗲𝗮𝗿𝗰𝗵 (with prithivida/Splade_PP_en_v1) + 𝗿𝗲𝗿𝗮𝗻𝗸𝗶𝗻𝗴 (with nomic-ai/modernbert-embed-base by Hugging Face + Nomic AI) and 𝘀𝗲𝗺𝗮𝗻𝘁𝗶𝗰 𝗰𝗮𝗰𝗵𝗶𝗻𝗴 (based on Qdrant) and switched 𝗳𝗿𝗼𝗺 google/gemma-2-2b-it 𝘁𝗼 Qwen/Qwen2.5-1.5B-Instruct to conform to the SOTA landscape and to finally make the application based 𝗼𝗻𝗹𝘆 𝗼𝗻 𝘁𝗿𝘂𝗹𝘆 𝗼𝗽𝗲𝗻 𝗺𝗼𝗱𝗲𝗹𝘀.

The pre-release is 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗹𝗲 𝗳𝗼𝗿 𝘁𝗲𝘀𝘁𝗶𝗻𝗴 and I would be really really happy if you wanted to give it a try and leave your feedback on the discussion thread on GitHub (https://github.com/AstraBert/qdurllm/discussions/8) or here on Hugging Face forum via comments under this post✨.
Find all the information to install and launch it here 👉 https://astrabert.github.io/qdurllm/#2-installation
liuziwei7 
authored 2 papers 30 days ago
Severian 
posted an update about 1 month ago
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🌱 Potential Made Simple: Free Life System/Productivity App based on Rythmn of Existence. No BS. No Catch. Just want to cut through the noise and help

The Origin Story

Inspired by Rob Dyrdek's "Rhythm of Existence" philosophy, this system has been expanded into a comprehensive life management tool featuring habit tracking, journaling, life statistics, and more. While I support entrepreneurs creating premium productivity apps, I believe self-improvement should never have financial barriers. That’s why this system is open source and free—no paywalls, premium features, or gatekeeping. Anyone can use it to start optimizing their life, ensuring accessibility for all.

How to Get Started

Two ways to access the system:

HuggingFace Version (Recommended)
- Visit Severian/Potential-Made-Simple
- Create a free HuggingFace account if needed.
- Duplicate the space to create your private version.
- Pro tip: Save it as a PWA for offline mobile use.

Google Sheets Version*
- Ideal for spreadsheet users or those avoiding new accounts.
- Access it https://docs.google.com/spreadsheets/d/1O2R0TCp0t27VZJuvkrz_gMJAl-nkwqeVyL3i6pN7aCo/edit?usp=sharing
- Save a copy and start tracking.

Features Beyond ROE

- Habit tracking
- Daily journaling with prompts
- Life statistics and visualizations
- Task management
- Meal tracking
- Progress metrics
- Historical data analysis
- And more!

Supporting the Project (Optional)

This system is free and always will be. If you find value in it, you can support my work at https://www.ko-fi.com/severian42. Contributions are entirely optional and don’t unlock extra features—they’re simply a way to say thanks.

My mission is to help as many people as possible optimize their lives and reach their full potential. Remember, self-improvement doesn’t have to come with a high price tag.
as-cle-bert 
posted an update about 1 month ago
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Hi HuggingFace community!🤗

I recently released PrAIvateSearch v2.0-beta.0 (https://github.com/AstraBert/PrAIvateSearch), my privacy-first, AI-powered, user-centered and data-safe application aimed at providing a local and open-source alternative to big AI search engines such as SearchGPT or Perplexity AI.

We have several key changes:

- New chat UI built with NextJS
- DuckDuckGo API used for web search instead of Google
- Qwen/Qwen2.5-1.5B-Instruct as a language model served on API (by FastAPI)
- Crawl4AI crawler used for web scraping
- Optimizations in the data workflow inside the application

Read more in my blog post 👉 https://huggingface.co./blog/as-cle-bert/search-the-web-with-ai

Have fun and feel free to leave feedback about how to improve the application!✨
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liuziwei7 
authored a paper about 1 month ago
xiaotianhan 
authored 2 papers about 1 month ago