Spaces:
Sleeping
Sleeping
Commit ·
e4811e0
1
Parent(s): bfc03bd
Model prompt change
Browse files
app.py
CHANGED
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@@ -1,9 +1,3 @@
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import asyncio
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try:
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asyncio.get_event_loop()
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except RuntimeError:
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asyncio.set_event_loop(asyncio.new_event_loop())
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import gradio as gr
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import torch
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from transformers import (
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@@ -12,7 +6,6 @@ from transformers import (
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T5ForConditionalGeneration,
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pipeline
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)
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# ------------------ LOAD CLASSIFIER ------------------
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cls_model_name = "yangy50/garbage-classification"
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classifier = pipeline("image-classification", model=cls_model_name)
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@@ -44,6 +37,18 @@ pipe = pipeline(
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max_new_tokens=200
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)
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def explain_recycling(class_label):
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system_msg = {
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"role": "system",
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@@ -74,7 +79,8 @@ def explain_recycling(class_label):
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top_p=0.9
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)
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# ------------------ PIPELINE ------------------
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import gradio as gr
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import torch
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from transformers import (
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T5ForConditionalGeneration,
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pipeline
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)
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# ------------------ LOAD CLASSIFIER ------------------
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cls_model_name = "yangy50/garbage-classification"
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classifier = pipeline("image-classification", model=cls_model_name)
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max_new_tokens=200
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)
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def clean_chat_output(full_text):
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# Split at the last assistant tag (TinyLlama uses <|assistant|>)
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if "<|assistant|>" in full_text:
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full_text = full_text.split("<|assistant|>")[-1]
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# Remove any leftover "Item:" echoes
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lines = full_text.strip().split("\n")
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if lines[0].lower().startswith("item:"):
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lines = lines[1:]
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return "\n".join(lines).strip()
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def explain_recycling(class_label):
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system_msg = {
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"role": "system",
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top_p=0.9
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)
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raw = outputs[0]["generated_text"]
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return clean_chat_output(raw)
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# ------------------ PIPELINE ------------------
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