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SmolLM-3B-Code-Specialist-Combined
ViswanthSai/SmolLM-3B-Code-Specialist-Combined
SmolLM-3B-Code-Specialist-Combined is a machine learning model from ViswanthSai. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as unknown.
A fine-tuned version of HuggingFaceTB/SmolLM3-3B, optimized for code generation and problem-solving. Achieved +15% improvement on the HumanEval benchmark.
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Public
Updated Aug 14, 2025
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1.9 GB
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At a glance
- Library
- transformers
- License
- unknown
- Access
- Public
- Created
- Jul 12, 2025
- Updated
- Aug 14, 2025
- SHA
- a7759d5a
Base models
Model card
From the Hugging Face model README
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"])
- Library
- transformers
- License
- unknown
- Created
- Jul 12, 2025
- Updated
- Aug 14, 2025