Solina Gerand's picture

Solina Gerand

solongeran
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AI & ML interests

SF Training, LoRA (extended-workflows), Workflow dev., ComfyUI Development.

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reacted to sharpenb's post with 🧠 5 days ago
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3078
How to learn about efficient AI? - Happy to announce the Awesome AI Efficiency repo that gathers a curated list of 100+ materials to understand the challenges and solutions in making AI faster, smaller, cheaper, greener.

🚀 It is designed for a **large audience** including beginners, decision-makers, engineers, and researchers.
📚 It contains **diverse materials** with newspaper articles, blogs, tools, tech reports, research papers, books, and lectures.

This is an ongoing project. Do not hesitate to share your feedback/suggestions and star the repo! 🌟

https://github.com/PrunaAI/awesome-ai-efficiency
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reacted to VirtualOasis's post with 🧠 5 days ago
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3028
Agents vs. Workflows
Agents are systems where LLMs dynamically direct their processes and tool usage, maintaining control over how they accomplish tasks.
Workflows are through predefined code paths, ensuring that each step is executed in a deterministic manner.

Agents are like smart assistants that can think on their own. They understand situations, make decisions, and act, whatever the task is new or unpredictable. Think of the Agent as a chef who can make a meal based on what they have.

Workflows are like a recipe with fixed steps. They’re a series of tasks done in order, like following a checklist for approving a loan. They’re great for tasks that don’t change much.
replied to ProCreations's post 7 days ago
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Imagine the following.

[Prompt] Create a movie of 4 hours length in 4K resolution. The main theme is the journey back to the Big Bang, with a spaceship in the near future. Design the movie with reference to Interstellar. Accompany the movie scenes with complex and highly harmonious film music. Use chords and cadences that specifically target human emotions. Shape the content with several interdisciplinary side stories, memory reflections of the film characters, which have an influence on the core theme. Make key scenes not directly predictable. Build up high tension in the last third and relieve the audience with an emotionally touching happy ending. Age rating: 12. Create digital movie posters for the film, production models for merchandise and create randomized social media posts to promote the film. Write the storybook and digital reader files. Create an audiobook of the movie and edit a version for handicapped audiences. Syncronize the finished film in all languages[/prompt].

...Prompt executed in 0.2145233333 sec....

reacted to ProCreations's post with 🧠 9 days ago
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1356
Quantum Computing + AI = 🤯?
What do you think quantum computing will do to AI?
Will it revolutionize training speed? Unlock whole new algorithms? Or maybe… just complicate things?

💬 Drop your thoughts below — we’ll share our take and highlight some of your replies in tomorrow’s post!
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replied to ProCreations's post 9 days ago
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Trivially, it is physically impossible to see a car moving at the speed of light.

Different. Quantum computers are certainly not easy to operate in error-free mode. That's where I see the main challenge. AI (still) has its weaknesses, it's unthinkable if there are unsupervised errors in the cascade of operations. I think it will be the fastest and wildest AI - of course. And at some point it will be. When quantum computers go into reliable operation, AI will be there. It's safer than the daily sunset.

Shure - in any Case, no User longer waiting to queue... ;)

reacted to sanaka87's post with 👍🔥 9 days ago
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2464
🚀 Excited to Share Our Latest Work: In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer~

🎨 Daily Paper:
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer (2504.20690)

🔓 Code is now open source!
🔥 Huggingface DEMO: RiverZ/ICEdit
🌐 Project Website: https://river-zhang.github.io/ICEdit-gh-pages/
🏠 GitHub Repository: https://github.com/River-Zhang/ICEdit/blob/main/scripts/gradio_demo.py
🤗 Huggingface: sanaka87/ICEdit-MoE-LoRA
📄 arxiv Paper: In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer (2504.20690)

🔥 Why it’s cool:
- Achieves high-quality, multi-task image editing.
- Uses only 1% of the training parameters and 0.1% of the training data compared to existing methods — extremely efficient
- Beats several commercial models on background preservation, ID control, and consistency
- Open-source, low-cost, faster, and stronger — think of it as the “DeepSeek of image editing” 👀

We also implemented a Gradio demo app, available directly in our GitHub repo! And we made a flashy demo video — happy to send it your way!
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reacted to lukmanaj's post with 😎🤗👍 9 days ago
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2166
I’m excited to share that I’ve completed the Hugging Face Agents Course and earned my certificate.

Over the past few months, I explored how to build intelligent, autonomous agents using cutting-edge tools like smolagents, LlamaIndex, and LangGraph. The course covered everything from the fundamentals of agents to advanced topics like fine-tuning for function-calling, observability, evaluation, and even agents in games.

Some key content included:

1. Introduction to AI Agents

2. Agentic RAG use cases

3. Multi-framework implementation: smolagents, LlamaIndex, and LangGraph

4. Building, testing, and certifying a complete agent project

This was a hands-on, practical experience that deepened my understanding of how to design reliable, tool-using LLM agents. Looking forward to leveraging these skills in real-world applications in healthcare, logistics, and beyond.

Many thanks to the Hugging Face team for putting this together.
Let’s build safe and useful agents!

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reacted to ginipick's post with ❤️ 9 days ago
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3129
🎨 Renoir Studio: Impressionist Masterpieces Reborn Through AI ✨

🌟 Experience Renoir's Magical Brushstrokes with AI!

🔗 Try it now: ginigen/flux-lora-renoir
🔗 Model page: openfree/pierre-auguste-renoir
🔗 Collection: openfree/painting-art-ai-681453484ec15ef5978bbeb1

Hello, AI art enthusiasts! 💖
Today I'm introducing a special model - Pierre-Auguste Renoir Studio. Create your own beautiful artwork in the style of the 19th century French Impressionist master! 🖼️
✨ Why Renoir's Style?
Renoir is famous for his luminous colors and soft brushstrokes. His works feature:

🌞 Warm sunshine and dancing light
👨‍👩‍👧‍👦 The beauty of everyday life and joyful moments
🌸 Vibrant nature and portraits of beautiful women
🎭 Lively Parisian social gatherings and outdoor scenes

🔬 Technical Features
This model was developed as a flux-based learning model trained on a curated collection of high-resolution masterpieces from renowned global artists. The LoRA fine-tuning process leveraged exceptional quality open-access imagery released by prestigious institutions including the Art Institute of Chicago. The resulting model demonstrates remarkable capability in capturing the nuanced artistic techniques and stylistic elements across diverse historical art movements! 🧠💫
🚀 How to Use

Describe your desired scene in the prompt box
Add the "renoir" keyword at the end (this is the trigger keyword!)
Click the 'Generate' button
Enjoy your ideas reborn in Renoir's style!

💡 Recommended Prompt Examples

"Elegant ladies enjoying a picnic in a sunlit garden, wearing pastel dresses and hats renoir"
"People boating by a riverbank, light reflecting on water, warmth of summer renoir"
"Paris cafe terrace, people chatting over coffee, evening sunset renoir"

🌈 Now It's Your Turn!
#AI#Renoir #ArtificialIntelligence#HuggingFace #FLUX #LoRA