Update README.md

README.md

@@ -11,3 +11,121 @@ This tokenizer was trained on 2M samples from:
  - Cosmopedia v2 20%
  - Python-Edu  5%
  - FineMath 5%
+
+## How to use
+
+```python
+from transformers import AutoTokenizer
+
+tokenizer = AutoTokenizer.from_pretrained("SmallDoge/Doge-tokenizer")
+
+documents = [
+    {
+        "title": "Cheems's case",
+        "text": "Cheems is a 233-year-old alchemist, but he is very kidney deficient."
+    },
+]
+
+tools = [
+    {
+        "name": "recommend_treatment",
+        "description": "Treatment is recommended based on patient symptoms and diagnosis.",
+        "parameters": {
+            "type": "object",
+            "properties": {
+                "diagnosis": {
+                    "type": "string",
+                    "description": "Patient diagnostic results"
+                },
+                "severity": {
+                    "type": "string",
+                    "enum": ["mild", "moderate", "severe"],
+                    "description": "Severity of the condition, can be mild, moderate, or severe."
+                }
+            },
+            "required": ["diagnosis", "severity"]
+        }
+    }
+]
+
+conversation = [
+    {"role": "system", "content": "You are a helpful assistant."},
+    {"role": "user", "content": "What's wrong with Cheems? What treatment does he need?"},
+    {"role": "assistant", "tool_calls": [
+        {
+            "id": "call_1",
+            "function": {
+                "name": "recommend_treatment",
+                "arguments": "{\"diagnosis\": \"Deficiency of kidney\", \"severity\": \"severe\"}"
+            }
+        }
+    ]},
+    {"role": "tool", "tool_call_id": "call_1", "content": "For Cheems with severe kidney deficiency, it is recommended to eat more leeks and oysters."},
+    {"role": "assistant", "content": "Based on Cheems' symptoms, I recommend the following treatment: For Cheems with severe kidney deficiency, it is recommended to eat more leeks and oysters."},
+]
+
+inputs = tokenizer.apply_chat_template(
+    documents=documents,
+    tools=tools,
+    conversation=conversation,
+    tokenize=False,
+)
+print(inputs)
+```
+```shell
+<|begin_of_text|><|start_header_id|>system<|end_header_id|>
+Environment: ipython
+Cutting Knowledge Date: December 2024
+Today Date: December 2025
+You are a helpful assistant.<|end_of_text|>
+
+<|start_header_id|>user<|end_header_id|>
+Given the following documents, please use them to answer the user's question.
+
+Title: Cheems' case
+Content: Cheems is a 233-year-old alchemist, but he is very kidney deficient.
+
+If the documents don't contain relevant information, rely on your general knowledge but acknowledge when you're doing so.
+
+Given the following functions, please respond with a JSON for a function call with its proper arguments that best answers the given prompt.
+
+{
+    "name": "recommend_treatment",
+    "description": "Treatment is recommended based on patient symptoms and diagnosis.",
+    "parameters": {
+        "type": "object",
+        "properties": {
+            "diagnosis": {
+                "type": "string",
+                "description": "Patient diagnostic results"
+            },
+            "severity": {
+                "type": "string",
+                "enum": [
+                    "mild",
+                    "moderate",
+                    "severe"
+                ],
+                "description": "Severity of the condition, can be mild, moderate, or severe."
+            }
+        },
+        "required": [
+            "diagnosis",
+            "severity"
+        ]
+    }
+}
+
+Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}. Do not use variables.
+
+What's wrong with Cheems? What treatment does he need?<|end_of_text|>
+
+<|start_header_id|>assistant<|end_header_id|>
+{"name": "recommend_treatment", "parameters": "{\"diagnosis\": \"Deficiency of kidney\", \"severity\": \"severe\"}"}<|end_of_text|>
+
+<|start_header_id|>ipython<|end_header_id|>
+"For Cheems with severe kidney deficiency, it is recommended to eat more leeks and oysters."<|end_of_text|>
+
+<|start_header_id|>assistant<|end_header_id|>
+Based on Cheems' symptoms, I recommend the following treatment: For Cheems with severe kidney deficiency, it is recommended to eat more leeks and oysters.<|end_of_text|>
+```