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README.md

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+---
+base_model:
+- ytu-ce-cosmos/Turkish-Llama-8b-Instruct-v0.1
+- meta-llama/Llama-3.1-8B
+- meta-llama/Llama-3.1-8B-Instruct
+tags:
+- merge
+- mergekit
+- lazymergekit
+- ytu-ce-cosmos/Turkish-Llama-8b-Instruct-v0.1
+- meta-llama/Llama-3.1-8B
+- meta-llama/Llama-3.1-8B-Instruct
+---
+
+# Hibrid-Llama-Linear GGUF Quantized Models
+
+## Technical Details
+- **Quantization Tool:** llama.cpp
+- **Version:** version: 5126 (307bfa25)
+
+## Model Information
+- **Base Model:** [matrixportal/Hibrid-Llama-Linear](https://huggingface.co/matrixportal/Hibrid-Llama-Linear)
+- **Quantized by:** [matrixportal](https://huggingface.co/matrixportal)
+
+## Available Files
+| 🚀 Download | 🔢 Type | 📝 Description |
+|------------|---------|---------------|
+| [Download](https://huggingface.co/matrixportal/Hibrid-Llama-Linear-GGUF/resolve/main/hibrid-llama-linear.q3_k_m.gguf) | Q3 K M | Small, acceptable quality |
+| [Download](https://huggingface.co/matrixportal/Hibrid-Llama-Linear-GGUF/resolve/main/hibrid-llama-linear.q4_0.gguf) | Q4 0 | Standard 4-bit (fast on ARM) |
+| [Download](https://huggingface.co/matrixportal/Hibrid-Llama-Linear-GGUF/resolve/main/hibrid-llama-linear.q4_k_m.gguf) | Q4 K M | 4-bit balanced (recommended default) |
+| [Download](https://huggingface.co/matrixportal/Hibrid-Llama-Linear-GGUF/resolve/main/hibrid-llama-linear.q5_k_m.gguf) | Q5 K M | 5-bit best (recommended HQ option) |
+| [Download](https://huggingface.co/matrixportal/Hibrid-Llama-Linear-GGUF/resolve/main/hibrid-llama-linear.q6_k.gguf) | Q6 K | 6-bit near-perfect (premium quality) |
+| [Download](https://huggingface.co/matrixportal/Hibrid-Llama-Linear-GGUF/resolve/main/hibrid-llama-linear.q8_0.gguf) | Q8 0 | 8-bit maximum (overkill for most) |
+
+💡 **Q4 K M** provides the best balance for most use cases