Update app.py
Browse files
app.py
CHANGED
|
@@ -1,24 +1,17 @@
|
|
| 1 |
-
import
|
| 2 |
-
from transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig, pipeline
|
| 3 |
|
| 4 |
-
# Modelo já quantizado
|
| 5 |
model_id = "TheBloke/phi-2-GPTQ"
|
| 6 |
|
| 7 |
-
# Configuração para 4-bit/8-bit quantization
|
| 8 |
bnb_config = BitsAndBytesConfig(
|
| 9 |
-
load_in_4bit=
|
| 10 |
-
bnb_4bit_compute_dtype="float16",
|
| 11 |
-
bnb_4bit_use_double_quant=True,
|
| 12 |
-
bnb_4bit_quant_type="nf4"
|
| 13 |
)
|
| 14 |
|
| 15 |
-
# Carregar tokenizer e modelo
|
| 16 |
tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True)
|
| 17 |
model = AutoModelForCausalLM.from_pretrained(
|
| 18 |
model_id,
|
| 19 |
device_map="auto",
|
| 20 |
-
|
| 21 |
-
|
| 22 |
)
|
| 23 |
# Pipeline de texto
|
| 24 |
pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
|
|
|
|
| 1 |
+
from transformers import AutoModelForCausalLM, AutoTokenizer, BitsAndBytesConfig
|
|
|
|
| 2 |
|
|
|
|
| 3 |
model_id = "TheBloke/phi-2-GPTQ"
|
| 4 |
|
|
|
|
| 5 |
bnb_config = BitsAndBytesConfig(
|
| 6 |
+
load_in_4bit=False # Força desabilitar quantização
|
|
|
|
|
|
|
|
|
|
| 7 |
)
|
| 8 |
|
|
|
|
| 9 |
tokenizer = AutoTokenizer.from_pretrained(model_id, trust_remote_code=True)
|
| 10 |
model = AutoModelForCausalLM.from_pretrained(
|
| 11 |
model_id,
|
| 12 |
device_map="auto",
|
| 13 |
+
trust_remote_code=True,
|
| 14 |
+
quantization_config=bnb_config
|
| 15 |
)
|
| 16 |
# Pipeline de texto
|
| 17 |
pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
|