Fix: subprocess install missing deps (transformers, bitsandbytes, accelerate)
Browse files
app.py
CHANGED
|
@@ -1,3 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
import spaces
|
| 2 |
import torch
|
| 3 |
from transformers import AutoModelForCausalLM, AutoTokenizer, BitsAndBytesConfig
|
|
@@ -62,7 +79,6 @@ def chat(message, history, system_prompt, temperature):
|
|
| 62 |
if not message.strip():
|
| 63 |
return history
|
| 64 |
|
| 65 |
-
# Build messages array from history
|
| 66 |
messages = []
|
| 67 |
if system_prompt:
|
| 68 |
messages.append({"role": "system", "content": system_prompt})
|
|
@@ -73,10 +89,7 @@ def chat(message, history, system_prompt, temperature):
|
|
| 73 |
messages.append({"role": "assistant", "content": assistant_msg})
|
| 74 |
messages.append({"role": "user", "content": message})
|
| 75 |
|
| 76 |
-
# Generate (this triggers @spaces.GPU)
|
| 77 |
response = generate_response(messages, temperature, MAX_TOKENS)
|
| 78 |
-
|
| 79 |
-
# Update history
|
| 80 |
history.append((message, response))
|
| 81 |
return history
|
| 82 |
|
|
@@ -133,7 +146,6 @@ with gr.Blocks(
|
|
| 133 |
- **Temperature:** 0.6 (Standard für Coding)
|
| 134 |
""")
|
| 135 |
|
| 136 |
-
# Events
|
| 137 |
submit.click(
|
| 138 |
fn=chat,
|
| 139 |
inputs=[msg, chatbot, system_prompt, temperature],
|
|
@@ -154,6 +166,5 @@ with gr.Blocks(
|
|
| 154 |
|
| 155 |
clear_btn.click(fn=lambda: None, outputs=[chatbot])
|
| 156 |
|
| 157 |
-
|
| 158 |
if __name__ == "__main__":
|
| 159 |
demo.launch()
|
|
|
|
| 1 |
+
import subprocess, sys, importlib
|
| 2 |
+
|
| 3 |
+
def ensure_deps():
|
| 4 |
+
"""Install missing dependencies at startup."""
|
| 5 |
+
needed = {
|
| 6 |
+
"transformers": "transformers>=4.50.0",
|
| 7 |
+
"bitsandbytes": "bitsandbytes>=0.45.0",
|
| 8 |
+
"accelerate": "accelerate>=1.5.0",
|
| 9 |
+
}
|
| 10 |
+
missing = [pkg for mod, pkg in needed.items() if importlib.util.find_spec(mod) is None]
|
| 11 |
+
if missing:
|
| 12 |
+
print(f"📦 Installiere fehlende Dependencies: {missing}")
|
| 13 |
+
subprocess.check_call([sys.executable, "-m", "pip", "install", "--no-cache-dir"] + missing)
|
| 14 |
+
print("✅ Dependencies installiert!")
|
| 15 |
+
|
| 16 |
+
ensure_deps()
|
| 17 |
+
|
| 18 |
import spaces
|
| 19 |
import torch
|
| 20 |
from transformers import AutoModelForCausalLM, AutoTokenizer, BitsAndBytesConfig
|
|
|
|
| 79 |
if not message.strip():
|
| 80 |
return history
|
| 81 |
|
|
|
|
| 82 |
messages = []
|
| 83 |
if system_prompt:
|
| 84 |
messages.append({"role": "system", "content": system_prompt})
|
|
|
|
| 89 |
messages.append({"role": "assistant", "content": assistant_msg})
|
| 90 |
messages.append({"role": "user", "content": message})
|
| 91 |
|
|
|
|
| 92 |
response = generate_response(messages, temperature, MAX_TOKENS)
|
|
|
|
|
|
|
| 93 |
history.append((message, response))
|
| 94 |
return history
|
| 95 |
|
|
|
|
| 146 |
- **Temperature:** 0.6 (Standard für Coding)
|
| 147 |
""")
|
| 148 |
|
|
|
|
| 149 |
submit.click(
|
| 150 |
fn=chat,
|
| 151 |
inputs=[msg, chatbot, system_prompt, temperature],
|
|
|
|
| 166 |
|
| 167 |
clear_btn.click(fn=lambda: None, outputs=[chatbot])
|
| 168 |
|
|
|
|
| 169 |
if __name__ == "__main__":
|
| 170 |
demo.launch()
|