metadata
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, 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
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"])