Pyrex-8B-Instruct-Uncensored
Pyrex-8B-Instruct-Uncensored is a high-performance, uncensored coding assistant optimized for complex software engineering tasks, agentic workflows, and function calling.
Benchmark Results (HumanEval)
| Model | pass@1 |
|---|---|
| Pyrex-8B-Instruct-Uncensored | 52.4% |
Capabilities
- Unconstrained Coding: Handles all coding requests without refusal or boilerplate restrictions.
- Agentic Workflow: Fine-tuned on high-quality synthetic data for function calling and tool-use integration.
- Optimized for Engineering: Trained on a massive corpus of programming literature, algorithms, and system-level codebases.
Usage
GGUF (llama.cpp / Ollama)
| Quantization | Recommended Use |
|---|---|
| Q4_K_M | Best balance of speed and quality |
| Q5_K_M | Improved accuracy for complex debugging |
| Q8_0 | Near-lossless performance |
ollama create pyrex-8b -f Modelfile
./llama-cli -m pyrex-q4_k_m.gguf -p "<|im_start|>user\nExplain recursion.\n<|im_end|>\n<|im_start|>assistant\n" -n 512 -c 8192
Download from ImposterOnline/Pyrex-8B-Instruct-Uncensored-GGUF.
Pyrex is a private, independent project for high-performance, uncensored engineering assistance.