初始化项目，由ModelHub XC社区提供模型

Model: Shinzmann/naija-petro-8b-GGUF
Source: Original Platform

README.md

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+---
+license: apache-2.0
+language:
+- en
+base_model: Shinzmann/naija-petro-8b
+pipeline_tag: text-generation
+tags:
+- petroleum-engineering
+- oil-and-gas
+- nigeria
+- qwen3
+- gguf
+- llama-cpp
+- ollama
+- quantized
+---
+
+# Naija-Petro 8B — GGUF
+
+GGUF quantizations of [`Shinzmann/naija-petro-8b`](https://huggingface.co/Shinzmann/naija-petro-8b) for CPU/edge inference with [llama.cpp](https://github.com/ggerganov/llama.cpp), [Ollama](https://ollama.com), LM Studio, and compatible runtimes.
+
+See the full [model card](https://huggingface.co/Shinzmann/naija-petro-8b) for training details, intended use, and limitations. For Nigeria-specific accuracy, use these weights with the [Naija-Petro RAG system](https://github.com/Mystique1337/naija-petro).
+
+## Available quantizations
+
+| File suffix | Method | Notes |
+|---|---|---|
+| `Q4_K_M` | 4-bit (k-quant, medium) | Best size/quality trade-off — recommended default |
+| `Q8_0`   | 8-bit | Near-lossless; larger and slower |
+
+## Usage
+
+**Ollama**
+```bash
+ollama run hf.co/Shinzmann/naija-petro-8b-GGUF:Q4_K_M
+```
+
+**llama.cpp**
+```bash
+# download a specific quant, then:
+./llama-cli -hf Shinzmann/naija-petro-8b-GGUF:Q4_K_M \
+  -p "Explain the material balance equation for an undersaturated reservoir." \
+  -c 4096
+```
+
+**Python (llama-cpp-python)**
+```python
+from llama_cpp import Llama
+llm = Llama.from_pretrained(
+    repo_id="Shinzmann/naija-petro-8b-GGUF",
+    filename="*Q4_K_M.gguf",
+    n_ctx=4096,
+)
+print(llm.create_chat_completion(messages=[
+    {"role": "system", "content": "You are Naija-Petro, an expert petroleum-engineering AI assistant."},
+    {"role": "user", "content": "How do you interpret a Horner plot?"},
+])["choices"][0]["message"]["content"])
+```
+
+## License
+Apache-2.0 (inherited from Qwen3-8B). Validate outputs with qualified engineers before operational use.