初始化项目，由ModelHub XC社区提供模型

Model: suyashdb/broken-model-fixed
Source: Original Platform

handler.py

@@ -0,0 +1,36 @@
+from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
+import torch
+
+
+class EndpointHandler:
+    def __init__(self, path=""):
+        self.tokenizer = AutoTokenizer.from_pretrained(path)
+        self.model = AutoModelForCausalLM.from_pretrained(
+            path,
+            torch_dtype=torch.float16,
+            device_map="auto",  # loads directly to GPU, skips CPU staging
+            low_cpu_mem_usage=True,
+        )
+        self.pipeline = pipeline(
+            "text-generation",
+            model=self.model,
+            tokenizer=self.tokenizer,
+        )
+
+    def __call__(self, data):
+        messages = data.get("inputs", data.get("messages", []))
+        parameters = data.get("parameters", {})
+        max_new_tokens = parameters.get("max_new_tokens", 512)
+
+        prompt = self.tokenizer.apply_chat_template(
+            messages, tokenize=False, add_generation_prompt=True
+        )
+        result = self.pipeline(
+            prompt,
+            max_new_tokens=max_new_tokens,
+            do_sample=True,
+            temperature=0.6,
+            top_p=0.95,
+            return_full_text=False,
+        )
+        return {"generated_text": result[0]["generated_text"]}