Update README.md

README.md

@@ -17,9 +17,45 @@ language:
 
 ![die_Walkure-totheVictor.png](https://cdn-uploads.huggingface.co/production/uploads/6593502ca2607099284523db/LbKT8JHfHNRUw8CN3-Wga.png)
 
-This model was converted to GGUF format from [`deepseek-ai/DeepSeek-R1-Distill-Qwen-7B`](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B) using Importance matrics Quantization using llama.cp
+This model was converted to GGUF format from [`deepseek-ai/DeepSeek-R1-Distill-Qwen-7B`](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B) using Importance Matrix Quantization and an inference improveing dataset updated for tool/function use using llama.cp
 Refer to the [original model card](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B) for more details on the model.
 
+## For use with GPT4ALL 
+for analyzing function, system template in Jinja
+```
+{{- '<|im_start|>system\n' }}
+{% if toolList|length > 0 %}You have access to the following functions:
+{% for tool in toolList %}
+Use the function '{{tool.function}}' to: '{{tool.description}}'
+{% if tool.parameters|length > 0 %}
+parameters:
+{% for info in tool.parameters %}
+  {{info.name}}:
+    type: {{info.type}}
+    description: {{info.description}}
+    required: {{info.required}}
+{% endfor %}
+{% endif %}
+# Tool Instructions
+If you CHOOSE to call this function ONLY reply with the following format:
+'{{tool.symbolicFormat}}'
+Here is an example. If the user says, '{{tool.examplePrompt}}', then you reply
+'{{tool.exampleCall}}'
+After the result you might reply with, '{{tool.exampleReply}}'
+{% endfor %}
+You MUST include both the start and end tags when you use a function.
+
+You are a helpful AI assistant who uses the functions to break down, analyze, perform, and verify complex reasoning tasks. You SHOULD try to verify your answers using the functions where possible.
+{% endif %}
+{{- '<|im_end|>\n' }}
+{% for message in messages %}
+{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n' }}
+{% endfor %}
+{% if add_generation_prompt %}
+{{ '<|im_start|>assistant\n' }}
+{% endif %}
+```
+
 ## Use with llama.cpp
 Install llama.cpp through brew (works on Mac and Linux)