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Model: celestialcreator/axon-smollm2-360m
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---
language: en
license: apache-2.0
library_name: transformers
tags:
- smollm2
- lora
- portfolio-assistant
- transformers.js
- webgpu
base_model: HuggingFaceTB/SmolLM2-360M-Instruct
pipeline_tag: text-generation
---
# Axon — SmolLM2-360M Portfolio Assistant
Fine-tuned [SmolLM2-360M-Instruct](https://huggingface.co/HuggingFaceTB/SmolLM2-360M-Instruct) to serve as a personal portfolio AI assistant. Runs entirely in the browser via WebGPU + Transformers.js.
## What is Axon?
Axon is a client-side AI assistant embedded in a Three.js 3D portfolio website. It answers questions about the portfolio owner (Akshay Mhaskar) — work experience, skills, projects, and contact info. Zero backend, zero API costs, fully private.
## Training
- **Method:** LoRA (rank=32, alpha=64) fine-tuning via TRL SFTTrainer
- **Dataset:** 1,001 curated chat examples (knowledge Q&A, refusal training, edge cases)
- **Hardware:** NVIDIA RTX 5090
- **Base model:** SmolLM2-360M-Instruct
- **Precision:** bf16
- **Train loss:** 1.33
- **Eval loss:** 0.94
- **Token accuracy:** 80%
- **Training time:** 6 minutes
## Usage (Browser — Transformers.js)
```javascript
import { pipeline } from '@huggingface/transformers';
const generator = await pipeline('text-generation', 'celestialcreator/axon-smollm2-360m', {
dtype: 'q4f16',
device: 'webgpu',
});
const result = await generator([
{ role: 'user', content: 'Who is Akshay?' }
], { max_new_tokens: 150 });
```
## Usage (Python)
```python
from transformers import pipeline
pipe = pipeline("text-generation", model="celestialcreator/axon-smollm2-360m")
result = pipe([{"role": "user", "content": "Who is Akshay?"}], max_new_tokens=150)
```

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' }}{% endif %}

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