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@@ -223,12 +223,12 @@ Invoke the llama.cpp server or the CLI.
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  ### CLI:
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  ```bash
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- llama-cli --hf-repo matrixportal/Llama-3.2-3B-Instruct-GGUF --hf-file llama-3.2-3b-instruct-q3_k_l.gguf -p "The meaning to life and the universe is"
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  ```
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  ### Server:
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  ```bash
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- llama-server --hf-repo matrixportal/Llama-3.2-3B-Instruct-GGUF --hf-file llama-3.2-3b-instruct-q3_k_l.gguf -c 2048
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  ```
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  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.
@@ -245,9 +245,9 @@ cd llama.cpp && LLAMA_CURL=1 make
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  Step 3: Run inference through the main binary.
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  ```
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- ./llama-cli --hf-repo matrixportal/Llama-3.2-3B-Instruct-GGUF --hf-file llama-3.2-3b-instruct-q3_k_l.gguf -p "The meaning to life and the universe is"
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  ```
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  or
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  ```
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- ./llama-server --hf-repo matrixportal/Llama-3.2-3B-Instruct-GGUF --hf-file llama-3.2-3b-instruct-q3_k_l.gguf -c 2048
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  ```
 
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  ### CLI:
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  ```bash
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+ llama-cli --hf-repo matrixportal/Llama-3.2-3B-Instruct-GGUF --hf-file llama-3.2-3b-instruct-q4_0.gguf -p "The meaning to life and the universe is"
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  ```
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  ### Server:
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  ```bash
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+ llama-server --hf-repo matrixportal/Llama-3.2-3B-Instruct-GGUF --hf-file llama-3.2-3b-instruct-q4_0.gguf -c 2048
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  ```
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  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.
 
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  Step 3: Run inference through the main binary.
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  ```
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+ ./llama-cli --hf-repo matrixportal/Llama-3.2-3B-Instruct-GGUF --hf-file llama-3.2-3b-instruct-q4_0.gguf -p "The meaning to life and the universe is"
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  ```
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  or
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  ```
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+ ./llama-server --hf-repo matrixportal/Llama-3.2-3B-Instruct-GGUF --hf-file llama-3.2-3b-instruct-q4_0.gguf -c 2048
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  ```