---
base_model: HuggingFaceTB/SmolLM3-3B
library_name: transformers
model_name: SmolLM-3B-Code-Specialist-Combined
tags:
  - code-generation
  - sft
  - trl
  - humaneval
license: unknown
---

# SmolLM-3B Code Specialist Combined

A fine-tuned version of [HuggingFaceTB/SmolLM3-3B](https://huggingface.co/HuggingFaceTB/SmolLM3-3B), optimized for code generation and problem-solving.  
Achieved **+15% improvement** on the HumanEval benchmark.

## 📊 Benchmarks

| Benchmark              | Base Model | Fine-Tuned Model | Improvement |
|------------------------|------------|------------------|-------------|
| **HumanEval (pass@1)** | 52%        | **67%**          | **+15%**    |

## 💻 Quick Start

```python
from transformers import pipeline

prompt = "Write a Python function to check if a number is prime."
generator = pipeline("text-generation", model="ViswanthSai/SmolLM-3B-Code-Specialist-Combined")
print(generator(prompt, max_new_tokens=128)[0]["generated_text"])