Neil Black

neo1231

·

https://www.horizonaiprotocol.com/

AI & ML interests

None yet

Recent Activity

new activity about 11 hours ago

Cyronius/Qwen3.8-Flash-Next-131B-A6B-GGUF:Q4 K XL request

repliedto GoktugD's post 19 days ago

🚀 **Do We Really Need Billion-Parameter AI Models for Every Task?** The AI industry is obsessed with scale. Bigger models. More parameters. More GPUs. More compute. But what if we're overlooking something important? **Efficiency matters just as much as scale.** I've been working on open-source AI models focused on Turkish NLP, document understanding, OCR, and specialized language tasks. My goal is simple: Build AI models that are **smaller, faster, more accessible, and genuinely useful.** 🔹 Small language models optimized for specific tasks 🔹 Efficient inference without expensive GPU infrastructure 🔹 Open-source models and datasets 🔹 Better AI support for underrepresented languages 🔹 Practical applications instead of benchmark hype I believe the future of AI won't be dominated exclusively by massive foundation models. It will also belong to **small, specialized models that solve real problems efficiently.** And that's exactly what I'm building. I'm sharing my experiments, models, datasets, and research openly on Hugging Face. 🤗 **Explore my work:** https://huggingface.co/GoktugD 💬 **Here's a question for the AI community:** Would you rather deploy a specialized 300M-parameter model that performs your task well, or a general-purpose 8B model that requires significantly more resources? I'm genuinely interested in hearing your experiences. **Let's make powerful AI accessible to everyone. 🌍** #OpenSourceAI #SmallLanguageModels #MachineLearning #HuggingFace #EfficientAI

upvoted a paper 22 days ago

Memory-Centric Continual Learning for AI Agents

View all activity

Organizations

None yet

neo1231 's models

None public yet