DBMe
/

gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1

@@ -27,6 +27,7 @@ The model weights are stored in separate branches. **Please switch to a branch t
 | 4.0 | h6 | [4.0bpw_h6](https://huggingface.co/DBMe/gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1/tree/4.0bpw_h6) | 2097.6864 | N/A | N/A | N/A | N/A | N/A |
 | 5.0 | h6 | [5.0bpw_h6](https://huggingface.co/DBMe/gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1/tree/5.0bpw_h6) | 1995.7812 | N/A | N/A | N/A | N/A | N/A |
 | 6.0 | h6 | [6.0bpw_h6](https://huggingface.co/DBMe/gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1/tree/6.0bpw_h6) | 1995.3135 | N/A | N/A | N/A | N/A | N/A |
 ¹ *Evaluated against WikiText-2 with ExLlamaV3 using a strided 512-token context window (-c 512) in llama.cpp parity mode (-g). Lower is better.*
@@ -40,10 +41,10 @@ Ensure you have the CLI installed:
 pip install -U "huggingface_hub[cli]"
 ```
-Download a specific branch (e.g., `4.0bpw_h6`):
 ```bash
-# Example: Downloading the 4.0bpw_h6 branch
-huggingface-cli download DBMe/gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1 --revision 4.0bpw_h6 --local-dir gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1-4.0bpw_h6
 ```
 ## 💻 Supported Engines
@@ -53,7 +54,7 @@ These models are highly optimized for modern GPUs and can be run using:
 * **[ExLlamaV3 (Native)](https://github.com/turboderp-org/exllamav3):** Python library for custom integration.
 ### 📈 Perplexity Degradation Curve
 *(Lower is better)*
-![Perplexity Graph](https://huggingface.co/DBMe/gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1/resolve/main/metrics_graph.png?v=141af8f0)
 <details>

 | 4.0 | h6 | [4.0bpw_h6](https://huggingface.co/DBMe/gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1/tree/4.0bpw_h6) | 2097.6864 | N/A | N/A | N/A | N/A | N/A |
 | 5.0 | h6 | [5.0bpw_h6](https://huggingface.co/DBMe/gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1/tree/5.0bpw_h6) | 1995.7812 | N/A | N/A | N/A | N/A | N/A |
 | 6.0 | h6 | [6.0bpw_h6](https://huggingface.co/DBMe/gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1/tree/6.0bpw_h6) | 1995.3135 | N/A | N/A | N/A | N/A | N/A |
+| 8.0 | h8 | [8.0bpw_h8](https://huggingface.co/DBMe/gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1/tree/8.0bpw_h8) | 1985.1562 | N/A | N/A | N/A | N/A | N/A |
 ¹ *Evaluated against WikiText-2 with ExLlamaV3 using a strided 512-token context window (-c 512) in llama.cpp parity mode (-g). Lower is better.*
 pip install -U "huggingface_hub[cli]"
 ```
+Download a specific branch (e.g., `5.0bpw_h6`):
 ```bash
+# Example: Downloading the 5.0bpw_h6 branch
+huggingface-cli download DBMe/gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1 --revision 5.0bpw_h6 --local-dir gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1-5.0bpw_h6
 ```
 ## 💻 Supported Engines
 * **[ExLlamaV3 (Native)](https://github.com/turboderp-org/exllamav3):** Python library for custom integration.
 ### 📈 Perplexity Degradation Curve
 *(Lower is better)*
+![Perplexity Graph](https://huggingface.co/DBMe/gemma-4-31B-it-qat-q4_0-unquantized-uncensored-heretic-exl3-mul1/resolve/main/metrics_graph.png?v=ee7a7541)
 <details>