Update README.md

README.md

@@ -31,7 +31,14 @@ tags:
 **Acknowledgement**:  
 We sincerely thank our community members, [Mingyuan](https://huggingface.co/ThunderBeee) and [Zoey](https://huggingface.co/ZY6), for their extraordinary contributions to this quantization effort. Please explore [Octopus-v4](https://huggingface.co/NexaAIDev/Octopus-v4) for our original huggingface model.
 
-## (Recommended) Run with [llama.cpp](https://github.com/ggerganov/llama.cpp)
+
+## Get Started
+To run the models, please download them to your local machine using either git clone or [Hugging Face Hub](https://huggingface.co/docs/huggingface_hub/en/guides/download)
+```
+git clone https://huggingface.co/NexaAIDev/octopus-v4-gguf
+```
+
+## Run with [llama.cpp](https://github.com/ggerganov/llama.cpp) (Recommended) 
 
 1. **Clone and compile:**
 
@@ -42,44 +49,51 @@ cd llama.cpp
 make
 ```
 
-2. **Prepare the Input Prompt File:**
-   
-Navigate to the `prompt` folder inside the `llama.cpp`, and create a new file named `chat-with-octopus.txt`.
+2. **Execute the Model:**
 
-   `chat-with-octopus.txt`:
+Run the following command in the terminal:
 
 ```bash
-User: 
+./main -m ./path/to/octopus-v4-Q4_K_M.gguf -n 256 -p "<|system|>You are a router. Below is the query from the users, please call the correct function and generate the parameters to call the function.<|end|><|user|>Tell me the result of derivative of x^3 when x is 2?<|end|><|assistant|>"
 ```
-  
-3. **Execute the Model:**
 
-Run the following command in the terminal:
+## Run with [Ollama](https://github.com/ollama/ollama)
+
+Since our models have not been uploaded to the Ollama server, please download the models and manually import them into Ollama by following these steps:
+
+1. Install Ollama on your local machine. You can also following the guide from [Ollama GitHub repository](https://github.com/ollama/ollama/blob/main/docs/import.md)
 
 ```bash
-./main -m ./path/to/octopus-v4-Q4_K_M.gguf -c 512 -b 2048 -n 256 -t 1 --repeat_penalty 1.0 --top_k 0 --top_p 1.0 --color -i -r "User:" -f prompts/chat-with-octopus.txt
+git clone https://github.com/ollama/ollama.git ollama
 ```
 
-Example prompt to interact  
+2. Locate the local Ollama directory:
 ```bash
-<|system|>You are a router. Below is the query from the users, please call the correct function and generate the parameters to call the function.<|end|><|user|>Tell me the result of derivative of x^3 when x is 2?<|end|><|assistant|>
+cd ollama
 ```
 
-## Run with [Ollama](https://github.com/ollama/ollama)
-1. Create a `Modelfile` in your directory and include a `FROM` statement with the path to your local model:
+3. Create a `Modelfile` in your directory
+```bash
+touch Modelfile
+``` 
+
+4. In the Modelfile, include a `FROM` statement with the path to your local model, and the default parameters:
+
 ```bash
 FROM ./path/to/octopus-v4-Q4_K_M.gguf
+PARAMETER temperature 0
+PARAMETER num_ctx 1024
+PARAMETER stop <nexa_end>
 ```
 
 2. Use the following command to add the model to Ollama:
+
 ```bash
 ollama create octopus-v4-Q4_K_M -f Modelfile
-PARAMETER temperature 0
-PARAMETER num_ctx 1024
-PARAMETER stop <nexa_end>
 ```
 
 3. Verify that the model has been successfully imported:
+
 ```bash
 ollama ls
 ```
@@ -119,4 +133,4 @@ ollama run octopus-v4-Q4_K_M "<|system|>You are a router. Below is the query fro
 | Octopus-v4-Q8_0.gguf   | Q8_0         | 8    | 4.06 GB | 50.10                  | very large, good quality                  |
 | Octopus-v4-f16.gguf    | f16          | 16   | 7.64 GB | 30.61                  | extremely large                           |
 
-_Quantized with llama.cpp_
+_Quantized with llama.cpp_