Update README.md

README.md

@@ -1,11 +1,5 @@
 ---
 base_model: soob3123/amoral-gemma3-4B-v2-qat
-datasets:
-- TheDrummer/AmoralQA-v2
-language:
-- en
-license: apache-2.0
-pipeline_tag: text-generation
 tags:
 - text-generation-inference
 - transformers
@@ -13,50 +7,26 @@ tags:
 - analytical-tasks
 - bias-neutralization
 - uncensored
-- llama-cpp
-- gguf-my-repo
+language:
+- en
+license: apache-2.0
+pipeline_tag: text-generation
+datasets:
+- TheDrummer/AmoralQA-v2
 ---
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/62f93f9477b722f1866398c2/eNraUCUocrOhowWdIdtod.png)
 
-# soob3123/amoral-gemma3-4B-v2-qat-Q4_0-GGUF
-This model was converted to GGUF format from [`soob3123/amoral-gemma3-4B-v2-qat`](https://huggingface.co/soob3123/amoral-gemma3-4B-v2-qat) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
-Refer to the [original model card](https://huggingface.co/soob3123/amoral-gemma3-4B-v2-qat) for more details on the model.
-
-## Use with llama.cpp
-Install llama.cpp through brew (works on Mac and Linux)
-
-```bash
-brew install llama.cpp
-
-```
-Invoke the llama.cpp server or the CLI.
-
-### CLI:
-```bash
-llama-cli --hf-repo soob3123/amoral-gemma3-4B-v2-qat-Q4_0-GGUF --hf-file amoral-gemma3-4b-v2-qat-q4_0.gguf -p "The meaning to life and the universe is"
-```
-
-### Server:
-```bash
-llama-server --hf-repo soob3123/amoral-gemma3-4B-v2-qat-Q4_0-GGUF --hf-file amoral-gemma3-4b-v2-qat-q4_0.gguf -c 2048
-```
-
-Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.
+> "Neutrality is not indifference. It is engagement with equal intensity."  
+> ― J. Robert Oppenheimer *[Lecture on Scientific Ethics, 1957]*
 
-Step 1: Clone llama.cpp from GitHub.
-```
-git clone https://github.com/ggerganov/llama.cpp
-```
+## QAT version of Amoral-Gemma-3
 
-Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
-```
-cd llama.cpp && LLAMA_CURL=1 make
-```
+**Core Function:**
+- Produces analytically neutral responses to sensitive queries
+- Maintains factual integrity on controversial subjects
+- Avoids value-judgment phrasing patterns
 
-Step 3: Run inference through the main binary.
-```
-./llama-cli --hf-repo soob3123/amoral-gemma3-4B-v2-qat-Q4_0-GGUF --hf-file amoral-gemma3-4b-v2-qat-q4_0.gguf -p "The meaning to life and the universe is"
-```
-or 
-```
-./llama-server --hf-repo soob3123/amoral-gemma3-4B-v2-qat-Q4_0-GGUF --hf-file amoral-gemma3-4b-v2-qat-q4_0.gguf -c 2048
-```
+**Response Characteristics:**
+- No inherent moral framing ("evil slop" reduction)
+- Emotionally neutral tone enforcement
+- Epistemic humility protocols (avoids "thrilling", "wonderful", etc.)