🏗️ Building on HF

2 11

almer

almernzh

AI & ML interests

geo-ai/ml, currently learning planetary science, and running some experiments

Recent Activity

reacted to projectlosangeles's post with 🔥 about 7 hours ago

🔥If you love multi-modal art🎨, please check out "A Million Little Fibers" project!!!🔥 https://github.com/asigalov61/A-Million-Little-Fibers-2026 https://soundcloud.com/aleksandr-sigalov-61/sets/a-million-little-fibers This brand new 2026 edition covers three SOTA models: https://huggingface.co/zai-org/GLM-5.2 https://huggingface.co/k2-fsa/OmniVoice https://huggingface.co/HeartMuLa/HeartMuLa-oss-3B-happy-new-year The project aims to showcase what kind of multi-modal art is now possible to create with these amazing OSS resources! If you enjoyed the project, please ⭐or 🔱 GitHub repo and❤️on SoundCloud and Hugging Face. It really helps! Most sincerely, Alex Project Los Angeles Tegridy Code 2026 P.S. Don't forget to bring a towel! 😂 @multimodalart @victor @John6666

updated a model about 8 hours ago

almernzh/Gemma-4-12B-it-AWQ-INT4-Multimodal-LongContext

published a model about 8 hours ago

almernzh/Gemma-4-12B-it-AWQ-INT4-Multimodal-LongContext

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reacted to projectlosangeles's post with 🔥 about 7 hours ago

Post

2463

🔥If you love multi-modal art🎨, please check out "A Million Little Fibers" project!!!🔥

https://github.com/asigalov61/A-Million-Little-Fibers-2026

https://soundcloud.com/aleksandr-sigalov-61/sets/a-million-little-fibers

This brand new 2026 edition covers three SOTA models:

zai-org/GLM-5.2
k2-fsa/OmniVoice
HeartMuLa/HeartMuLa-oss-3B-happy-new-year

The project aims to showcase what kind of multi-modal art is now possible to create with these amazing OSS resources!

If you enjoyed the project, please ⭐or 🔱 GitHub repo and❤️on SoundCloud and Hugging Face. It really helps!

Most sincerely,

Alex

Project Los Angeles
Tegridy Code 2026

P.S. Don't forget to bring a towel! 😂

@multimodalart
@victor
@John6666

2 replies

updated a model about 8 hours ago

almernzh/Gemma-4-12B-it-AWQ-INT4-Multimodal-LongContext

Image-Text-to-Text • 12B • Updated about 8 hours ago

published a model about 8 hours ago

almernzh/Gemma-4-12B-it-AWQ-INT4-Multimodal-LongContext

Image-Text-to-Text • 12B • Updated about 8 hours ago

liked a model about 12 hours ago

yuxinlu1/gemma-4-12B-it-Claude-4.6-4.8-Opus-GGUF

Text Generation • 12B • Updated 11 days ago • 59.1k • 101

reacted to ST-x-Tony's post with ❤️ 2 days ago

Post

7003

Hello AI Community! 👋

We are thrilled to announce the release of **NRS_QWEN_MYTHOS_1M**, a high-performance reasoning model built on the powerful **Qwen 3.5 9B** base. At **SKT AI LABS**, we’ve applied our proprietary **Neural Reasoning System (NRS)** to push the boundaries of what a 9B model can do.

🔥 **Why this model is a Game-Changer:**

✅ **100x High Reasoning Capacity:** Deep logical thinking and complex problem-solving via NRS Boosting.
✅ **1 Million Token Context:** Handle massive codebases, long documents, and multi-turn agentic tasks with ease (YaRN Scaling).
✅ **Advanced Thinking Mode:** Native tags for step-by-step Chain-of-Thought reasoning.
✅ **Tool-Use Ready:** Optimized for Python execution and Web Search with self-correction.
✅ **Blazing Fast:** Efficient 9B architecture that runs smoothly on consumer hardware (RTX 3090/4090).

🛠️ **Technical Highlights:**
* **Base:** Qwen 3.5 9B
* **Tuning:** NRS Specific Tuning high-quality samples.
* **License:** NRS DOCS
Whether you are a developer building coding agents, a researcher dealing with long-context data, or just someone who loves deep reasoning, this model is built for you.

👇 **Try it now on Hugging Face:**
SKT-NRS/NRS_QWEN_MYTHOS_1M

1 reply

liked a Space 2 days ago

Gemma 4 WebGPU Kernels

⚡

212

Chat with Gemma 4 E2B AI model in your browser

updated a model 2 days ago

almernzh/Ornith-1.0-35B-BNB-NF4

Text Generation • 35B • Updated 2 days ago • 25

published a model 2 days ago

almernzh/Ornith-1.0-35B-BNB-NF4

Text Generation • 35B • Updated 2 days ago • 25

liked 4 models 3 days ago

upvoted a collection 3 days ago

Ornith-1.0

Collection

Ornith-1.0 is a family of open-source LLMs specialized for agentic coding. • 8 items • Updated 2 days ago • 226

reacted to ST-x-Tony's post with ❤️ 3 days ago

Post

10405

Hello everyone,

We are excited to share that SKT-NRS is now live on Hugging Face.
We’ve developed a Neural Reasoning System (NRS) designed to enhance the capabilities of foundation models — giving them stronger reasoning, improved performance, and more reliable outputs across a wide range of tasks.

Our goal is to bring meaningful quality improvements to both new and existing models. You’ll start seeing boosted versions of various models released here soon, each refined with our NRS approach.

**What to Expect* ❤️‍🩹

Regular releases of Neural Reasoning-enhanced models
Clear focus on better reasoning and overall model quality
Ongoing improvements based on community feedback

If you’d like to stay updated, feel free to follow this space — we’ll be posting the first boosted models very soon.

**Community Requests**

Have a specific model you’d like us to work on? Looking for improvements on an existing model, or have any other requests?
We’re happy to hear from you. Please share your suggestions here:

## Community Requests → SKT-NRS/README#1

**Thank you for your support! We look forward to building better models together.**

10 replies

liked a model 4 days ago

di-zhang-fdu/openfugu-conductor-3b

Text Generation • 3B • Updated 7 days ago • 37 • 8

reacted to danielhanchen's post with 🤗 4 days ago

Post

2802

1-bit GLM-5.2 GGUF vs. Claude 4.8 Opus vs. GPT-5.5

We gave 3 models the same prompt and compared one-shot outputs.

The 1-bit GLM-5.2 GGUF ran locally on a Mac Studio M3 Ultra with 256GB RAM at ~21.6 tok/s.

Which output do you like best?
GGUF: unsloth/GLM-5.2-GGUF