Shreekant Kalwar (Nokia)
commited on
Commit
·
55a61ee
1
Parent(s):
941e116
runtime.txt add
Browse files
app.py
CHANGED
|
@@ -3,18 +3,6 @@ from pydantic import BaseModel
|
|
| 3 |
from transformers import AutoTokenizer, AutoModelForCausalLM
|
| 4 |
import torch
|
| 5 |
|
| 6 |
-
# Load DeepSeek model (small one for local use)
|
| 7 |
-
# Try bigger models if you have a GPU with >12GB VRAM
|
| 8 |
-
model_name = "deepseek-ai/deepseek-coder-1.3b-instruct"
|
| 9 |
-
|
| 10 |
-
print("Loading model... this may take a minute ⏳")
|
| 11 |
-
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
| 12 |
-
model = AutoModelForCausalLM.from_pretrained(
|
| 13 |
-
model_name,
|
| 14 |
-
torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32,
|
| 15 |
-
device_map="auto"
|
| 16 |
-
)
|
| 17 |
-
print("Model loaded ✅")
|
| 18 |
|
| 19 |
app = FastAPI()
|
| 20 |
|
|
@@ -23,6 +11,20 @@ class ChatRequest(BaseModel):
|
|
| 23 |
|
| 24 |
@app.get("/")
|
| 25 |
def root():
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
return {"status": "ok"}
|
| 27 |
|
| 28 |
@app.post("/chat")
|
|
|
|
| 3 |
from transformers import AutoTokenizer, AutoModelForCausalLM
|
| 4 |
import torch
|
| 5 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 6 |
|
| 7 |
app = FastAPI()
|
| 8 |
|
|
|
|
| 11 |
|
| 12 |
@app.get("/")
|
| 13 |
def root():
|
| 14 |
+
|
| 15 |
+
# Load DeepSeek model (small one for local use)
|
| 16 |
+
# Try bigger models if you have a GPU with >12GB VRAM
|
| 17 |
+
model_name = "deepseek-ai/deepseek-coder-1.3b-instruct"
|
| 18 |
+
|
| 19 |
+
print("Loading model... this may take a minute ⏳")
|
| 20 |
+
tokenizer = AutoTokenizer.from_pretrained(model_name)
|
| 21 |
+
model = AutoModelForCausalLM.from_pretrained(
|
| 22 |
+
model_name,
|
| 23 |
+
torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32,
|
| 24 |
+
device_map="auto"
|
| 25 |
+
)
|
| 26 |
+
print("Model loaded ✅")
|
| 27 |
+
|
| 28 |
return {"status": "ok"}
|
| 29 |
|
| 30 |
@app.post("/chat")
|