Update app.py
Browse files
app.py
CHANGED
@@ -6,9 +6,9 @@ from transformers import AutoModelForCausalLM, AutoTokenizer, TextIteratorStream
|
|
6 |
import gradio as gr
|
7 |
from threading import Thread
|
8 |
|
9 |
-
MODEL_LIST = ["CohereForAI/aya-expanse-
|
10 |
HF_TOKEN = os.environ.get("HF_TOKEN", None)
|
11 |
-
MODEL = "CohereForAI/aya-expanse-
|
12 |
|
13 |
TITLE = "<h1><center>Mawred T2 Wip </center></h1>"
|
14 |
|
@@ -34,20 +34,20 @@ h3 {
|
|
34 |
device = "cuda" # for GPU usage or "cpu" for CPU usage
|
35 |
|
36 |
quantization_config = BitsAndBytesConfig(
|
37 |
-
|
38 |
-
|
39 |
-
|
40 |
-
|
41 |
|
42 |
tokenizer = AutoTokenizer.from_pretrained(MODEL)
|
43 |
model = AutoModelForCausalLM.from_pretrained(
|
44 |
MODEL,
|
45 |
torch_dtype=torch.bfloat16,
|
46 |
device_map="auto",
|
47 |
-
|
48 |
)
|
49 |
|
50 |
-
@spaces.GPU()
|
51 |
def stream_chat(
|
52 |
message: str,
|
53 |
history: list,
|
|
|
6 |
import gradio as gr
|
7 |
from threading import Thread
|
8 |
|
9 |
+
MODEL_LIST = ["CohereForAI/aya-expanse-32b"]
|
10 |
HF_TOKEN = os.environ.get("HF_TOKEN", None)
|
11 |
+
MODEL = "CohereForAI/aya-expanse-32b"
|
12 |
|
13 |
TITLE = "<h1><center>Mawred T2 Wip </center></h1>"
|
14 |
|
|
|
34 |
device = "cuda" # for GPU usage or "cpu" for CPU usage
|
35 |
|
36 |
quantization_config = BitsAndBytesConfig(
|
37 |
+
load_in_8bit=True,
|
38 |
+
bnb_8bit_compute_dtype=torch.bfloat16,
|
39 |
+
bnb_8bit_use_double_quant=True,
|
40 |
+
bnb_8bit_quant_type= "nf4")
|
41 |
|
42 |
tokenizer = AutoTokenizer.from_pretrained(MODEL)
|
43 |
model = AutoModelForCausalLM.from_pretrained(
|
44 |
MODEL,
|
45 |
torch_dtype=torch.bfloat16,
|
46 |
device_map="auto",
|
47 |
+
quantization_config=quantization_config
|
48 |
)
|
49 |
|
50 |
+
@spaces.GPU(660)
|
51 |
def stream_chat(
|
52 |
message: str,
|
53 |
history: list,
|