Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -1,5 +1,5 @@
|
|
1 |
import gradio as gr
|
2 |
-
from transformers import
|
3 |
import torch
|
4 |
|
5 |
model_id = "deepseek-ai/deepseek-coder-1.3b-instruct"
|
@@ -7,15 +7,20 @@ model_id = "deepseek-ai/deepseek-coder-1.3b-instruct"
|
|
7 |
tokenizer = AutoTokenizer.from_pretrained(model_id)
|
8 |
model = AutoModelForCausalLM.from_pretrained(
|
9 |
model_id,
|
10 |
-
device_map="auto",
|
11 |
torch_dtype=torch.float16,
|
|
|
12 |
trust_remote_code=True
|
13 |
)
|
14 |
|
15 |
def chat(prompt):
|
16 |
inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
|
17 |
outputs = model.generate(**inputs, max_new_tokens=256, do_sample=True)
|
18 |
-
|
19 |
-
return response
|
20 |
|
21 |
-
gr.Interface(
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
import gradio as gr
|
2 |
+
from transformers import AutoTokenizer, AutoModelForCausalLM
|
3 |
import torch
|
4 |
|
5 |
model_id = "deepseek-ai/deepseek-coder-1.3b-instruct"
|
|
|
7 |
tokenizer = AutoTokenizer.from_pretrained(model_id)
|
8 |
model = AutoModelForCausalLM.from_pretrained(
|
9 |
model_id,
|
|
|
10 |
torch_dtype=torch.float16,
|
11 |
+
device_map="auto",
|
12 |
trust_remote_code=True
|
13 |
)
|
14 |
|
15 |
def chat(prompt):
|
16 |
inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
|
17 |
outputs = model.generate(**inputs, max_new_tokens=256, do_sample=True)
|
18 |
+
return tokenizer.decode(outputs[0], skip_special_tokens=True)
|
|
|
19 |
|
20 |
+
gr.Interface(
|
21 |
+
fn=chat,
|
22 |
+
inputs="text",
|
23 |
+
outputs="text",
|
24 |
+
title="DeepSeek Coder 1.3B",
|
25 |
+
description="Free coding assistant running on Hugging Face CPU"
|
26 |
+
).launch()
|