Updated readme

This commit is contained in:
Splice86
2023-11-10 00:39:08 -06:00
committed by GitHub
parent ca992f483f
commit ab84b01fdf
2 changed files with 47 additions and 9 deletions

24
main.py
View File

@@ -1,5 +1,4 @@
# main.py
import os
from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
from llm import ModelManager
@@ -7,8 +6,9 @@ from uvicorn import run
app = FastAPI()
# Example: Using a different model directory
modelManager = ModelManager("/home/david/Models/SynthIA-7B-v2.0-5.0bpw-h6-exl2")
# Initialize the modelManager with a default model path
default_model_path = "~/Models/SynthIA-7B-v2.0-5.0bpw-h6-exl2"
modelManager = ModelManager(default_model_path)
class TextRequest(BaseModel):
model: str
@@ -21,15 +21,21 @@ class TextResponse(BaseModel):
@app.post("/generate-text", response_model=TextResponse)
def generate_text(request: TextRequest):
global modelManager
try:
#model_path = request.model # You can use this path to load a specific model if needed
messages = request.messages
#temperature = request.temperature
model_path = request.model
# Assuming you need to extract the user's message from the messages list
if model_path and model_path != modelManager.config.model_path:
# Check if the specified model path exists
if not os.path.exists(model_path):
raise HTTPException(status_code=400, detail="Model path does not exist")
# Reinitialize the modelManager with the new model path
modelManager = ModelManager(model_path)
messages = request.messages
user_message = next(msg["content"] for msg in messages if msg["role"] == "user")
# You can then use user_message as the prompt for generation
output, generation_time = modelManager.generate_text(user_message)
return {"response": output, "generation_time": generation_time}
except RuntimeError as e: