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Sponsored by
APIMaster
yasserrmd / AgentUX-4B
Model's Last Updated: August 01 2025
text-generation
Introduction of AgentUX-4B
Model Details of AgentUX-4B
🧠 AgentUX‑4B
AgentUX‑4B is a compact, agentic reasoning model designed for UI layout generation , component reasoning , and lightweight code structuring tasks . It’s a 4B-parameter model merged using SLERP (Spherical Linear Interpolation) via MergeKit , combining:
-
🔷
60%
Tesslate/UIGEN-X-4B-0729— excellent at UI understanding and structured generation -
🔹
40%
Menlo/Jan-nano— strong generalist with compact tool-use and agentic reasoning
✨ Highlights
- 📐 UI reasoning & layout structure understanding
- 🧩 Component-to-code generation (HTML, JSX, CSS fragments)
- 🧠 Compact agentic planning and multi-step reasoning
- ⚡ Lightweight & merge-optimized for local inference and real-time apps
- 🧬 Merged using SLERP to preserve semantic smoothness between sources
🧪 Example Use Cases
| Prompt | Task |
|---|---|
| "Generate a signup form layout using HTML and CSS" | Frontend layout generation |
"Explain the role of
flex-wrap
in UI design"
|
UI reasoning |
| "Plan 3 steps to build a sidebar menu using React" | Agentic decomposition |
🔧 Usage Example
from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
model_id = "yasserrmd/AgentUX-4B"
tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True)
model = AutoModelForCausalLM.from_pretrained(model_id, trust_remote_code=True)
pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
prompt = "Create a responsive layout with sidebar and header using Flexbox."
response = pipe(prompt, max_new_tokens=512)[0]["generated_text"]
print(response)
🛠 Merge Details
-
🔗 MergeKit method:
slerp - 🔍 Focused on reasoning alignment between structured generation (UIGEN) and agent-style planning (Jan-nano)
- 🤖 No additional fine-tuning post-merge
📘 License & Credit
-
Model licensed under Apache 2.0
-
All credit to the original base models:
Runs of yasserrmd AgentUX-4B on huggingface.co
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More Information About AgentUX-4B huggingface.co Model
Url of AgentUX-4B
AgentUX-4B huggingface.co Url
Provider of AgentUX-4B huggingface.co
Other API from yasserrmd
Updated:July 30 2025
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