Update app.py
Browse files
app.py
CHANGED
|
@@ -28,7 +28,6 @@ model_math_tool = ModelMathTool()
|
|
| 28 |
# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
|
| 29 |
# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
|
| 30 |
|
| 31 |
-
model = HfApiModel(model_id='mistralai/Mistral-7B-Instruct-v0.2', max_tokens=512)
|
| 32 |
|
| 33 |
|
| 34 |
|
|
@@ -53,11 +52,32 @@ def cache_answer(question: str, answer: str):
|
|
| 53 |
|
| 54 |
|
| 55 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 56 |
class BasicAgent:
|
| 57 |
def __init__(self):
|
| 58 |
print("BasicAgent initialized.")
|
| 59 |
self.agent = CodeAgent(
|
| 60 |
model=model,
|
|
|
|
| 61 |
tools=[web_search,python_interpreter,visit_webpage_tool,model_math_tool],
|
| 62 |
max_steps=1,
|
| 63 |
verbosity_level=1,
|
|
|
|
| 28 |
# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
|
| 29 |
# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
|
| 30 |
|
|
|
|
| 31 |
|
| 32 |
|
| 33 |
|
|
|
|
| 52 |
|
| 53 |
|
| 54 |
|
| 55 |
+
# --- Model Setup ---
|
| 56 |
+
MODEL_NAME = 'mistralai/Mistral-7B-Instruct-v0.2'
|
| 57 |
+
|
| 58 |
+
def load_model():
|
| 59 |
+
"""Download and load the model and tokenizer."""
|
| 60 |
+
try:
|
| 61 |
+
print(f"Loading model {MODEL_NAME}...")
|
| 62 |
+
model = AutoModelForCausalLM.from_pretrained(MODEL_NAME)
|
| 63 |
+
tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
|
| 64 |
+
print(f"Model {MODEL_NAME} loaded successfully.")
|
| 65 |
+
return model, tokenizer
|
| 66 |
+
except Exception as e:
|
| 67 |
+
print(f"Error loading model: {e}")
|
| 68 |
+
raise
|
| 69 |
+
|
| 70 |
+
# Load the model and tokenizer locally
|
| 71 |
+
model, tokenizer = load_model()
|
| 72 |
+
|
| 73 |
+
|
| 74 |
+
|
| 75 |
class BasicAgent:
|
| 76 |
def __init__(self):
|
| 77 |
print("BasicAgent initialized.")
|
| 78 |
self.agent = CodeAgent(
|
| 79 |
model=model,
|
| 80 |
+
tokenizer=tokenizer,
|
| 81 |
tools=[web_search,python_interpreter,visit_webpage_tool,model_math_tool],
|
| 82 |
max_steps=1,
|
| 83 |
verbosity_level=1,
|