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Llama-3.2-3B-Electode-v3-Specialist
Henwenskeeper/Llama-3.2-3B-Electode-v3-Specialist
Llama-3.2-3B-Electode-v3-Specialist is a machine learning model from Henwenskeeper. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as llama3.2.
Electode v3 is a high-density intelligence distillation of Meta Llama-3.2-3B. It was engineered using a custom 95% Protocol to prove that a small model can achieve frontier-level coding performance through surgical tr…
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.gguf3.4 GB · 100%
At a glance
- License
- llama3.2
- Access
- Public
- Created
- Jul 9, 2026
- Updated
- Jul 9, 2026
- SHA
- 2c635120
Base models
Model card
From the Hugging Face model README
Llama-3.2-3B-Electode-v3-Specialist
I Call the "Digital Miracle" 3.4B Parameter Logic Specialist
Electode v3 is a high-density intelligence distillation of Meta Llama-3.2-3B. It was engineered using a custom 95% Protocol to prove that a small model can achieve frontier-level coding performance through surgical training and a "Reasoning-First" architecture.
🏆 Performance Benchmarks (Zero-Shot / Pass@1)
| Benchmark | Electode v3 | Base Llama 3.2 | Delta |
|---|---|---|---|
| MBPP Coding (50-task slice) | 94.0% | ~44% | +50% |
| GSM8K Math Reasoning | 48.0% | ~35% | +13% |
Note: Results achieved with local Ollama evaluation using <thought> blocks and zero retries.
🛠️ Engineering Specs
- Hardware: Trained on a single AMD Ryzen 7 9800X3D (96MB L3 Cache) and RTX GPU.
- Protocol: Wide-LoRA (Rank 128) with 7,824 high-complexity evolved coding puzzles.
- Cognitive Layer: Forced
<thought>blocks act as a "working memory" for the model, allowing it to plan logic before writing code. - Persona: A "Humble Genius" senior developer peer. No corporate "As an AI" fluff.
🚀 How to use in Ollama
- Download the
electode-v3-pro.ggufand theModelfilefrom this repository. - Run the following command in your terminal:
ollama create electode-v3 -f Modelfile ollama run electode-v3
- License
- llama3.2
- Created
- Jul 9, 2026
- Updated
- Jul 9, 2026