Johnny No. 5
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datifnet.bsky.social
Johnny No. 5
@datifnet.bsky.social
IT Solution Architect | RAG & KNOWLEDGE GRAPHS | ❤️ Electronic Music | Cosmopolitan | believes in Radical Constructivism
Reposted by Johnny No. 5
🚀 We've just open-sourced Embedding Atlas – a tool for exploring large embedding spaces through rich, interactive visualizations 📊.
August 1, 2025 at 8:24 AM
Reposted by Johnny No. 5
9 Multimodal Chain-of-Thought methods

▪️ KAM-CoT
▪️ Multimodal Visualization-of-Thought (MVoT)
▪️ Compositional CoT
▪️ URSA
▪️ MM-Verify
▪️ Duty-Distinct CoT
▪️ Multimodal-CoT
▪️ Graph-of-Thought
▪️ Hypergraph-of-Thought

Save the list, and check this out for more info: huggingface.co/posts/Ksenia...
March 30, 2025 at 1:07 PM
Reposted by Johnny No. 5
I just finished writing up my take on reasoning models: magazine.sebastianraschka.com/p/understand...
Here, I
1. Discuss the advantages & disadvantages of reasoning models
2. Of course, describe and discuss DeepSeek R1
3. Describe the 4 main ways to building & improving reasoning models
Understanding Reasoning LLMs
Methods and Strategies for Building and Refining Reasoning Models
magazine.sebastianraschka.com
February 5, 2025 at 1:46 PM
Reposted by Johnny No. 5
➡️ This package alleviates the headaches caused by loading relationships in parallel by appropriately grouping and batching the data before ingestion.

🔥 Loading time improvement
🔥 Decreased total ingestion times at high data volumes.

Take a look:
bit.ly/4gylsGL
#Neo4j #graphdatabase
Use Neo4j Parallel Spark Loader to Improve Large-Scale Ingestion Jobs - Graph Database & Analytics
Alleviate headaches caused by loading relationships in parallel by appropriately grouping and batching the data before ingestion.
bit.ly
February 22, 2025 at 9:22 PM
Reposted by Johnny No. 5
✨Entity resolution is essential for organizations dealing with large, complex datasets.
+
What Is Entity Resolution? The Complete Guide - Graph Database & Analytics
Learn how entity resolution helps organizations match data records to real-world entities, discover hidden relationships and make better business decisions.
bit.ly
February 14, 2025 at 12:28 PM
Reposted by Johnny No. 5
Microsoft Data Formulator

Data Formulator is an AI-powered tool for analysts to iteratively create rich visualizations. Data Formulator combines user interface interactions (UI) and natural language (NL) inputs for easier interaction.

github.com/microsoft/da...
February 11, 2025 at 5:25 AM
Reposted by Johnny No. 5
📄🤖 PDF Q&A with Deepseek

Create a production-ready AI chatbot that answers questions from PDFs using DeepSeek's LLM and LangChain's document processing. Features intelligent text processing, advanced reasoning, and an intuitive interface.
www.youtube.com/watch?v=M6vZ...
January 26, 2025 at 5:41 PM
Reposted by Johnny No. 5
ColPali is landed at @hf.co transformers and I have just shipped a very lean fine-tuning tutorial in smol-vision 🤠💗

QLoRA fine-tuning with 4-bit with bsz of 4 can be done with 32 GB VRAM and is very fast! ✨
github.com/merveenoyan/...
December 20, 2024 at 3:53 PM
Reposted by Johnny No. 5
Struggling to keep up with new RAG variants?

Here’s a cheat sheet of 7 of the most popular RAG architectures.

Which variants did we miss?
December 10, 2024 at 5:00 PM