初始化项目,由ModelHub XC社区提供模型

Model: muhmmdfrd/llama3-indo-summarizer-final
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-06-12 16:26:18 +08:00
commit abcd017a7c
9 changed files with 432 additions and 0 deletions

17
handler.py Normal file
View File

@@ -0,0 +1,17 @@
from transformers import AutoTokenizer, AutoModelForCausalLM
def model_fn(model_dir):
tokenizer = AutoTokenizer.from_pretrained(model_dir)
model = AutoModelForCausalLM.from_pretrained(model_dir)
return {"model": model, "tokenizer": tokenizer}
def predict_fn(data, model_dict):
model = model_dict["model"]
tokenizer = model_dict["tokenizer"]
inputs = tokenizer(data["inputs"], return_tensors="pt").to(model.device)
outputs = model.generate(**inputs, max_length=128)
return tokenizer.decode(outputs[0], skip_special_tokens=True)
def output_fn(prediction, accept):
return {"generated_text": prediction}