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README.md

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+---
+license: gemma
+library_name: transformers
+pipeline_tag: text-generation
+extra_gated_heading: Access Gemma on Hugging Face
+extra_gated_prompt: To access Gemma on Hugging Face, you’re required to review and
+  agree to Google’s usage license. To do this, please ensure you’re logged in to Hugging
+  Face and click below. Requests are processed immediately.
+extra_gated_button_content: Acknowledge license
+tags:
+- conversational
+- llama-cpp
+- gguf-my-repo
+base_model: WiroAI/wiroai-turkish-llm-9b
+language:
+- tr
+model-index:
+- name: wiroai-turkish-llm-9b
+  results:
+  - task:
+      type: multiple-choice
+    dataset:
+      name: MMLU_TR_V0.2
+      type: multiple-choice
+    metrics:
+    - type: 5-shot
+      value: 0.5982
+      name: 5-shot
+      verified: false
+    - type: 0-shot
+      value: 0.4991
+      name: 0-shot
+      verified: false
+    - type: 25-shot
+      value: 0.5367
+      name: 25-shot
+      verified: false
+    - type: 10-shot
+      value: 0.5701
+      name: 10-shot
+      verified: false
+    - type: 5-shot
+      value: 0.6682
+      name: 5-shot
+      verified: false
+    - type: 5-shot
+      value: 0.6058
+      name: 5-shot
+      verified: false
+---
+
+# matrixportal/wiroai-turkish-llm-9b-Q4_K_S-GGUF
+This model was converted to GGUF format from [`WiroAI/wiroai-turkish-llm-9b`](https://huggingface.co/WiroAI/wiroai-turkish-llm-9b) 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/WiroAI/wiroai-turkish-llm-9b) 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 matrixportal/wiroai-turkish-llm-9b-Q4_K_S-GGUF --hf-file wiroai-turkish-llm-9b-q4_k_s.gguf -p "The meaning to life and the universe is"
+```
+
+### Server:
+```bash
+llama-server --hf-repo matrixportal/wiroai-turkish-llm-9b-Q4_K_S-GGUF --hf-file wiroai-turkish-llm-9b-q4_k_s.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.
+
+Step 1: Clone llama.cpp from GitHub.
+```
+git clone https://github.com/ggerganov/llama.cpp
+```
+
+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
+```
+
+Step 3: Run inference through the main binary.
+```
+./llama-cli --hf-repo matrixportal/wiroai-turkish-llm-9b-Q4_K_S-GGUF --hf-file wiroai-turkish-llm-9b-q4_k_s.gguf -p "The meaning to life and the universe is"
+```
+or 
+```
+./llama-server --hf-repo matrixportal/wiroai-turkish-llm-9b-Q4_K_S-GGUF --hf-file wiroai-turkish-llm-9b-q4_k_s.gguf -c 2048
+```