Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
|
@@ -3,14 +3,17 @@ import subprocess
|
|
| 3 |
import torch
|
| 4 |
from PIL import Image
|
| 5 |
from transformers import AutoProcessor, AutoModelForCausalLM
|
| 6 |
-
|
| 7 |
-
|
| 8 |
|
| 9 |
subprocess.run('pip install flash-attn --no-build-isolation', env={'FLASH_ATTENTION_SKIP_CUDA_BUILD': "TRUE"}, shell=True)
|
| 10 |
|
| 11 |
-
device = "cuda" if torch.cuda.is_available() else "
|
| 12 |
-
|
| 13 |
-
|
|
|
|
|
|
|
|
|
|
| 14 |
|
| 15 |
def generate_caption(image):
|
| 16 |
if not isinstance(image, Image.Image):
|
|
|
|
| 3 |
import torch
|
| 4 |
from PIL import Image
|
| 5 |
from transformers import AutoProcessor, AutoModelForCausalLM
|
| 6 |
+
import modeling_florence2
|
| 7 |
+
modeling_florence2.DaViT._initialize_weights = modeling_florence2.DaViT._init_weights
|
| 8 |
|
| 9 |
subprocess.run('pip install flash-attn --no-build-isolation', env={'FLASH_ATTENTION_SKIP_CUDA_BUILD': "TRUE"}, shell=True)
|
| 10 |
|
| 11 |
+
device = "cuda" if torch.cuda.is_available() else "CPU"
|
| 12 |
+
model = 'microsoft/Florence-2-base-ft'
|
| 13 |
+
florence_model = AutoModelForCausalLM.from_pretrained(
|
| 14 |
+
model,
|
| 15 |
+
trust_remote_code=True).to(device).eval()
|
| 16 |
+
florence_processor = AutoProcessor.from_pretrained(model, trust_remote_code=True)
|
| 17 |
|
| 18 |
def generate_caption(image):
|
| 19 |
if not isinstance(image, Image.Image):
|