AIM Weekly 28 Oct 2024

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

🇺🇸 AIM Weekly (AI Native + LLM + Milvus)

#161 - 28-October-2024

Watermark and Identified AI Generated Content

🤖 SynthID
🤖 SynthID @ deepmind
🤖 SynthID with Google gemma 2b
🤖 Google Gemma 2B at HuggingFace

The Coolness this week

📎 AutoRAG with Milvus
🛠️ ADO
🫶 Self Hosting LLM
🌐 Noema Declarative AI
📝 New NIM Blueprint for building AI Virtual Assistant
🚙 Zilliz Integrations
🫶 Using Milvus for Semantic Search
🤖 Contextual Retrieval
📎 Meta: Quantized Light Weight Models
🚙 [https://arxiv.org/pdf/2407.01219](Search Paper)
✅ Cool Icons
🙌 IBM Watson AI Milvus Bot
📎 The Hacker's Browser
🛠️ Small and Mighty H2O Model
📝 Zilliz Cloud vs Qdrant
💫 Gravatino and Agents
🛠️ OSS Summit Europe 2024 Report
▶️ RAG Strategi
🤖 MS AI Data Visualizations
🌐 Graph RAG
👽 South Bay Meetup 15 Oct 2024
🦾 Influx and Milvus
👽 Multimodal Pipelines
✨ Constrained Sampling from LLM
🚕 BAML: Cheaper, Fast and More Accurate Function Calling
📊 Infinite World Generation with outlines txt
💻 Ollama Client Swift
🍔 Atomic Agents
🕶️ PYMUPDF4LLM
🚕 Milvus for AI Agents
📊 Fine Tuning LLAMA 3 with ORPO
🦾 Run NVIDIA Models
💻 LLM Training Meta Lingua
✨ 1 Bit LLM - MS BitNet
💻 Intro
🕶️ Mastering Chunk
📊 Storm Stanford Tool
🐍 DAMO NLP SG CaRing
🍔 LLM Reasoners

New Models

📊 LLAMA 3S Instruction v0.2
🔋 Torchtune / Finetuning Models
💻 Facebook Research Co-Tracker Vision
📝 LLama 3S Instruction v0.2
🕶️ OmniParse MS
🍔 Molmo 7B-D-0924 open vision-language models
📝 IBM Granite Models on Ollama
💻 Mochi 1 Video Generation
🕶️ Text to Video Open Model
🔋 QWEN 2.5 Math
📊 QWEN 2.5 - 1.5B Instruct
🐍 Janus + Tools
🍔 MIT Han Lab VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation 7B 256
🛠️ Pixtral Multimodal model
🎃 Steiner 32B interesting model
🐦 Text to Video
👽 NVIDIA customized LLama 3.1 Nemotron 70b
👻 [Stable Diffusion 3.5 Large]https://huggingface.co/stabilityai/stable-diffusion-3.5-large)
🔋 MedEmbed for medical
🍔 Extract image PHI-3 Vision 128K

Embedding Models

MedEmbed

Upcoming

🎃 Oct 31: Virtual: RAGs NiFi Webinar, halloween
📊 Nov 8: NYC: https://pydata.org/nyc2024
🐍 Nov 19: Virtual: XTreme Python

Last Week

🎃 Meetup Report
👻 DBTA Webinar with Airbyte and Milvus
🧐 Ghosts?
🐍 Move to the cloud
🐦 Attu Updates

Apps, Demos, Examples, Models, Notebooks and Projects

🐍 RAG 101
🐦 Milvus Knowledgebase
👻 AIM Ghosts
🚕 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

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