Jean Louis

JLouisBiz

https://www.StartYourOwnGoldMine.com

AI & ML interests

- LLM for sales, marketing, promotion - LLM for Website Revision System - increasing quality of communication with customers - helping clients access information faster - saving people from financial troubles

Recent Activity

commented on an article about 13 hours ago

**The Copyright Office Draws a Line in Silicon: AI and the Soul of Creation**

reacted to singhsidhukuldeep's post with 👍 about 13 hours ago

Exciting breakthrough in AI: AirRAG - A Novel Approach to Retrieval Augmented Generation! Researchers from Alibaba Cloud have developed a groundbreaking framework that significantly improves how AI systems reason and retrieve information. AirRAG introduces five fundamental reasoning actions that work together to create more accurate and comprehensive responses. >> Key Technical Innovations: - Implements Monte Carlo Tree Search (MCTS) for exploring diverse reasoning paths - Utilizes five core actions: System Analysis, Direct Answer, Retrieval-Answer, Query Transformation, and Summary-Answer - Features self-consistency verification and process-supervised reward modeling - Achieves superior performance across complex QA datasets like HotpotQA, MuSiQue, and 2WikiMultiHopQA >> Under the Hood: The system expands solution spaces through tree-based search, allowing for multiple reasoning paths to be explored simultaneously. The framework implements computationally optimal strategies, applying more resources to key actions while maintaining efficiency. >> Results Speak Volumes: - Outperforms existing RAG methods by over 10% on average - Shows remarkable scalability with increasing inference computation - Demonstrates exceptional flexibility in integrating with other advanced technologies This research represents a significant step forward in making AI systems more capable of complex reasoning tasks. The team's innovative approach combines human-like reasoning with advanced computational techniques, setting new benchmarks in the field.

replied to zamal's post about 14 hours ago

🚀 Try Out RAG Demo! 🚀 A Hugging Face Space where you can compare DeepSeek-R1 vs Llama-3 using Stuff RAG (Retrieval-Augmented Generation)! 🔍 Upload a PDF, ask questions, and see how both models perform in real-time! Try out now: https://huggingface.co/spaces/zamal/Deepseek-R1-vs-LLama3

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JLouisBiz's activity

commented on **The Copyright Office Draws a Line in Silicon: AI and the Soul of Creation** about 13 hours ago

Good, we don't care much who are in developed countries as there is no much enforcement.

reacted to singhsidhukuldeep's post with 👍 about 13 hours ago

Post

1893

Exciting breakthrough in AI: AirRAG - A Novel Approach to Retrieval Augmented Generation!

Researchers from Alibaba Cloud have developed a groundbreaking framework that significantly improves how AI systems reason and retrieve information. AirRAG introduces five fundamental reasoning actions that work together to create more accurate and comprehensive responses.

>> Key Technical Innovations:
- Implements Monte Carlo Tree Search (MCTS) for exploring diverse reasoning paths
- Utilizes five core actions: System Analysis, Direct Answer, Retrieval-Answer, Query Transformation, and Summary-Answer
- Features self-consistency verification and process-supervised reward modeling
- Achieves superior performance across complex QA datasets like HotpotQA, MuSiQue, and 2WikiMultiHopQA

>> Under the Hood:
The system expands solution spaces through tree-based search, allowing for multiple reasoning paths to be explored simultaneously. The framework implements computationally optimal strategies, applying more resources to key actions while maintaining efficiency.

>> Results Speak Volumes:
- Outperforms existing RAG methods by over 10% on average
- Shows remarkable scalability with increasing inference computation
- Demonstrates exceptional flexibility in integrating with other advanced technologies

This research represents a significant step forward in making AI systems more capable of complex reasoning tasks. The team's innovative approach combines human-like reasoning with advanced computational techniques, setting new benchmarks in the field.

replied to zamal's post about 14 hours ago

Those are very different categories, free software DeepSeek and proprietary Llama.

What is Free Software? - GNU Project - Free Software Foundation:
https://www.gnu.org/philosophy/free-sw.html

replied to etemiz's post about 14 hours ago

The Open Mic
OpenAI hosts an open mic night.
Comedian: "Why did OpenAI cross the road?"
Audience: "Why?"
Comedian: "To close the door on the other side."

replied to merve's post about 14 hours ago

This week in "Open"-AI was 🔥 Let's recap! 🤗
merve/january-31-releases-679a10669bd4030090c5de4d
LLMs 💬
Huge: AllenAI released new Tülu models that outperform DeepSeek R1 using Reinforcement Learning with Verifiable Reward (RLVR) based on Llama 3.1 405B

Tülu models are based on proprietary Llama license, thus do not fit into the same category as DeepSeek which is truly free software, and which suddenly helped so many other companies.

You can't be comparing apples with oranges. Yes, you can, but it is obvious huge difference and person comparing it doesn't get right kudos he/she wanted to get.

AllenAI pretending to be "Open" sadly, joining companies like META to deceit and betray and enter into the community, it is type of deceitful propaganda where words such as "Open" are not protected, but rather tend to attract good portion of oblivious community.

Proprietary software category cannot be compared to free software category.

DeepSeek has reached the popularity for reason it is free software.

Infecting the AI space with proprietary software like Tülu by AllenAI to me looks like US propaganda against China.

I liked AllenAI truthfully, but now I see how much tricky they are, I feel deeply hurt by that betrayal.

References:

Meta’s LLaMa 2 license is not Open Source – Open Source Initiative:
https://opensource.org/blog/metas-llama-2-license-is-not-open-source

The Open Source Definition – Open Source Initiative:
https://opensource.org/osd

What is Free Software? - GNU Project - Free Software Foundation:
https://www.gnu.org/philosophy/free-sw.html

Word "Open" as in "Open Source" - Words to Avoid (or Use with Care) Because They Are Loaded or Confusing:
https://www.gnu.org/philosophy/words-to-avoid.html#Open

replied to onekq's post about 14 hours ago

To matters most in models:

That they are free software by definition:
- What is Free Software? - GNU Project - Free Software Foundation:
  https://www.gnu.org/philosophy/free-sw.html
- The Open Source Definition – Open Source Initiative:
  https://opensource.org/osd
That models follow instructions well;
That models can fit into consumer grade GPU and CPU; something like 24 GB and 64 GB RAM;

Accuracy doesn't matter too much, as when I need accuracy, I may use DeepSeek or other larger truly free software model.

Supporting companies that deceitfully claim to support "Open Source" is useless.

reacted to MonsterMMORPG's post with 🤗 about 14 hours ago

Post

1500

Paints-UNDO Installers Published - Undo Images Like Drawing From Scratch - 1-Click Install for Windows, RunPod, Massed Compute, Kaggle

Installers shared here : https://www.patreon.com/posts/121228327

Check attached images

PaintsUndo: A Base Model of Drawing Behaviors in Digital Paintings

So what this APP do is that, you give an input image, it tries to mimic how that image could have been drawn with an artist like steps of drawing it

The APP generates image steps points in time and also a video output of drawing like drawing from scratch

Official Repo : https://github.com/lllyasviel/Paints-UNDO

We have Low VRAM mode and it works great

1-Click Installers and Gradio APP : https://www.patreon.com/posts/121228327

We have 1-Click installer for Windows, RunPod, Massed Compute and a Free Kaggle Notebook. Read this post extremely carefully to learn how to use all

replied to luigi12345's post about 14 hours ago

What is Free Software? - GNU Project - Free Software Foundation
https://www.gnu.org/philosophy/free-sw.html

It is not free software, while deceitfully and skillfully pretending to be somewhere there judging by the wrongly used word "Open" in "Open"AI.

The Open Source Definition – Open Source Initiative:
https://opensource.org/osd

Word "Open" as in "Open Source" - Words to Avoid (or Use with Care) Because They Are Loaded or Confusing:
https://www.gnu.org/philosophy/words-to-avoid.html#Open

The Open Secret
OpenAI: "We're all about transparency!"
Everyone: "So, how does GPT-4 really work?"
OpenAI: "That's our little open secret."

replied to DawnC's post about 14 hours ago

Is it free software license?

What is Free Software? - GNU Project - Free Software Foundation
https://www.gnu.org/philosophy/free-sw.html

reacted to kristaller486's post with 🔥 about 14 hours ago

Post

683

Nebo-T1-Russian

(Probably) the first "longCoT" dataset for the Russian language created via Deeseek-R1.

- Prompts taken from the Sky-T1 dataset and translated via Llama3.3-70B.
- Answers and reasoning generated by Deepseek-R1 (685B).
- 16.4K samples in total, ≈12.4K Russian-only (in the rest, either the answer or reasoning is in English).
- Languages in the answers and reasoning are labeled using fasttext.

kristaller486/Nebo-T1-Russian