59 lines
1.7 KiB
Markdown
59 lines
1.7 KiB
Markdown
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---
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license: mit
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pipeline_tag: text-generation
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tags:
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- coding
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- uncensored
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- pytorch
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- llama-cpp
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- gguf
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model-index:
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- name: Pyrex-8B-Instruct-Uncensored
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results:
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- task:
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type: text-generation
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dataset:
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type: openai_humaneval
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name: HumanEval
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metrics:
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- type: pass@1
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value: 52.4
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name: pass@1 (greedy)
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---
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# Pyrex-8B-Instruct-Uncensored
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Pyrex-8B-Instruct-Uncensored is a high-performance, uncensored coding assistant optimized for complex software engineering tasks, agentic workflows, and function calling.
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## Benchmark Results (HumanEval)
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| Model | pass@1 |
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| :--- | :--- |
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| Pyrex-8B-Instruct-Uncensored | **52.4%** |
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## Capabilities
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- **Unconstrained Coding**: Handles all coding requests without refusal or boilerplate restrictions.
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- **Agentic Workflow**: Fine-tuned on high-quality synthetic data for function calling and tool-use integration.
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- **Optimized for Engineering**: Trained on a massive corpus of programming literature, algorithms, and system-level codebases.
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## Usage
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### GGUF (llama.cpp / Ollama)
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| Quantization | Recommended Use |
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| :--- | :--- |
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| **Q4_K_M** | Best balance of speed and quality |
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| **Q5_K_M** | Improved accuracy for complex debugging |
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| **Q8_0** | Near-lossless performance |
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```bash
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ollama create pyrex-8b -f Modelfile
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./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
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```
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Download from [ImposterOnline/Pyrex-8B-Instruct-Uncensored-GGUF](https://huggingface.co/ImposterOnline/Pyrex-8B-Instruct-Uncensored-GGUF).
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---
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*Pyrex is a private, independent project for high-performance, uncensored engineering assistance.*
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