AIM Weekly @ All Things Open @ 28 October 2024

 Tim Spann @PaaSDev https://linktr.ee/Milvusio

πŸ‡ΊπŸ‡Έ AIM Weekly (AI Native + LLM + Milvus)

#161 - 28-October-2024

Watermark and Identified AI Generated Content

πŸ€– SynthID
πŸ€– SynthID @ deepmind
πŸ€– SynthID with Google gemma 2b
πŸ€– Google Gemma 2B at HuggingFace

The Coolness this week

πŸ“Ž AutoRAG with Milvus
πŸ› ️ ADO
🫢 Self Hosting LLM
🌐 Noema Declarative AI
πŸ“ New NIM Blueprint for building AI Virtual Assistant
πŸš™ Zilliz Integrations
🫢 Using Milvus for Semantic Search
πŸ€– Contextual Retrieval
πŸ“Ž Meta: Quantized Light Weight Models
πŸš™ [https://arxiv.org/pdf/2407.01219](Search Paper)
✅ Cool Icons
πŸ™Œ IBM Watson AI Milvus Bot
πŸ“Ž The Hacker's Browser
πŸ› ️ Small and Mighty H2O Model
πŸ“ Zilliz Cloud vs Qdrant
πŸ’« Gravatino and Agents
πŸ› ️ OSS Summit Europe 2024 Report
▶️ RAG Strategi
πŸ€– MS AI Data Visualizations
🌐 Graph RAG
πŸ‘½ South Bay Meetup 15 Oct 2024
🦾 Influx and Milvus
πŸ‘½ Multimodal Pipelines
✨ Constrained Sampling from LLM
πŸš• BAML: Cheaper, Fast and More Accurate Function Calling
πŸ“Š Infinite World Generation with outlines txt
πŸ’» Ollama Client Swift
πŸ” Atomic Agents
πŸ•Ά️ PYMUPDF4LLM
πŸš• Milvus for AI Agents
πŸ“Š Fine Tuning LLAMA 3 with ORPO
🦾 Run NVIDIA Models
πŸ’» LLM Training Meta Lingua
✨ 1 Bit LLM - MS BitNet
πŸ’» Intro
πŸ•Ά️ Mastering Chunk
πŸ“Š Storm Stanford Tool
🐍 DAMO NLP SG CaRing
πŸ” LLM Reasoners

New Models

πŸ“Š LLAMA 3S Instruction v0.2
πŸ”‹ Torchtune / Finetuning Models
πŸ’» Facebook Research Co-Tracker Vision
πŸ“ LLama 3S Instruction v0.2
πŸ•Ά️ OmniParse MS
πŸ” Molmo 7B-D-0924 open vision-language models
πŸ“ IBM Granite Models on Ollama
πŸ’» Mochi 1 Video Generation
πŸ•Ά️ Text to Video Open Model
πŸ”‹ QWEN 2.5 Math
πŸ“Š QWEN 2.5 - 1.5B Instruct
🐍 Janus + Tools
πŸ” MIT Han Lab VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation 7B 256
πŸ› ️ Pixtral Multimodal model
πŸŽƒ Steiner 32B interesting model
🐦 Text to Video
πŸ‘½ NVIDIA customized LLama 3.1 Nemotron 70b
πŸ‘» [Stable Diffusion 3.5 Large]https://huggingface.co/stabilityai/stable-diffusion-3.5-large)
πŸ”‹ MedEmbed for medical
πŸ” Extract image PHI-3 Vision 128K

Embedding Models

MedEmbed

Upcoming

πŸŽƒ Oct 31: Virtual: RAGs NiFi Webinar, halloween
πŸ“Š Nov 8: NYC: https://pydata.org/nyc2024
🐍 Nov 19: Virtual: XTreme Python

image

Last Week

πŸŽƒ Meetup Report
πŸ‘» DBTA Webinar with Airbyte and Milvus
🧐 Ghosts?
🐍 Move to the cloud
🐦 Attu Updates

Apps, Demos, Examples, Models, Notebooks and Projects

🐍 RAG 101
🐦 Milvus Knowledgebase
πŸ‘» AIM Ghosts
πŸš• Unstructured Data - Ghosts - Part 1

CODE + COMMUNITY

Please join my meetup group NJ/NYC/Philly/Virtual.

https://www.meetup.com/unstructured-data-meetup-new-york/?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external

https://forms.gle/96nwiyt9LWGfAXxs5

Tips

ATTU Tip on Mac
Download
https://github.com/zilliztech/attu/releases/tag/v2.4.9

then run
sudo xattr -rd com.apple.quarantine /Applications/attu.app

Events

October 31 - Live stream from my Halloween decorations with three 12 foot skeletons

November 5-7, 10-12, 2024: CloudX. Online/Santa Clara. https://www.developerweek.com/cloudx/

November 15, 2024: Build Stuff. Online. Adding Generative AI to Real-Time Streaming Pipelines https://www.developerweek.com/cloudx/speakers/

November 19, 2024: XtremePython. Online. https://xtremepython.dev/2024/

November 21, 2024: Big Data Conference 2024 EU image

https://events.pinetool.ai/3254/#sessions/108389?referrer%5Bpathname%5D=%2Fsessions&referrer%5Bsearch%5D=&referrer%5Btitle%5D=Sessions

November 21, 2024: Unstructured Data Meetup NYC https://lu.ma/cqxuproe

December 10, 2024: Unstructured Data Meetup NYC https://lu.ma/u2ijucyv

© 2020-2024 Tim Spann https://www.youtube.com/@FLaNK-Stack