Spaces:
Build error
Build error
Switched from chatinterface to normal interface and has better use random seed option
Browse files
app.py
CHANGED
|
@@ -16,8 +16,8 @@ else:
|
|
| 16 |
model.to(device)
|
| 17 |
|
| 18 |
def generate(
|
|
|
|
| 19 |
prompt,
|
| 20 |
-
history,
|
| 21 |
max_new_tokens,
|
| 22 |
repetition_penalty,
|
| 23 |
temperature,
|
|
@@ -27,7 +27,7 @@ def generate(
|
|
| 27 |
seed,
|
| 28 |
):
|
| 29 |
|
| 30 |
-
input_text = f"{
|
| 31 |
input_ids = tokenizer(input_text, return_tensors="pt").input_ids.to(device)
|
| 32 |
|
| 33 |
if random_seed:
|
|
@@ -49,69 +49,29 @@ def generate(
|
|
| 49 |
better_prompt = tokenizer.decode(outputs[0])
|
| 50 |
return better_prompt
|
| 51 |
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
|
| 67 |
-
|
| 68 |
-
|
| 69 |
-
step=0.05,
|
| 70 |
-
interactive=True,
|
| 71 |
-
label="Repetition Penalty",
|
| 72 |
-
info="Penalize repeated tokens, making the AI repeat less itself",
|
| 73 |
-
),
|
| 74 |
-
gr.Slider(
|
| 75 |
-
value=0.5,
|
| 76 |
-
minimum=0,
|
| 77 |
-
maximum=1,
|
| 78 |
-
step=0.05,
|
| 79 |
-
interactive=True,
|
| 80 |
-
label="Temperature",
|
| 81 |
-
info="Higher values produce more diverse outputs",
|
| 82 |
-
),
|
| 83 |
-
gr.Slider(
|
| 84 |
-
value=1,
|
| 85 |
-
minimum=0,
|
| 86 |
-
maximum=2,
|
| 87 |
-
step=0.05,
|
| 88 |
-
interactive=True,
|
| 89 |
-
label="Top P",
|
| 90 |
-
info="Higher values sample more low-probability tokens",
|
| 91 |
-
),
|
| 92 |
-
gr.Slider(
|
| 93 |
-
value=1,
|
| 94 |
-
minimum=1,
|
| 95 |
-
maximum=100,
|
| 96 |
-
step=1,
|
| 97 |
-
interactive=True,
|
| 98 |
-
label="Top K",
|
| 99 |
-
info="Higher k means more diverse outputs by considering a range of tokens",
|
| 100 |
-
),
|
| 101 |
-
use_random_seed,
|
| 102 |
-
gr.Number(
|
| 103 |
-
value=42,
|
| 104 |
-
interactive=True,
|
| 105 |
-
label="Manual Seed",
|
| 106 |
-
info="A starting point to initiate the generation process",
|
| 107 |
-
visible={'False' if use_random_seed else 'True'}
|
| 108 |
-
),
|
| 109 |
-
]
|
| 110 |
|
| 111 |
|
| 112 |
examples = [
|
| 113 |
[
|
| 114 |
-
"
|
|
|
|
| 115 |
512,
|
| 116 |
1.2,
|
| 117 |
0.5,
|
|
@@ -122,14 +82,13 @@ examples = [
|
|
| 122 |
]
|
| 123 |
]
|
| 124 |
|
| 125 |
-
gr.
|
| 126 |
fn=generate,
|
| 127 |
-
|
| 128 |
-
|
| 129 |
-
),
|
| 130 |
-
additional_inputs=additional_inputs,
|
| 131 |
title="SuperPrompt-v1",
|
| 132 |
description="Make your prompts more detailed!",
|
| 133 |
examples=examples,
|
|
|
|
| 134 |
concurrency_limit=20,
|
| 135 |
).launch(show_api=False)
|
|
|
|
| 16 |
model.to(device)
|
| 17 |
|
| 18 |
def generate(
|
| 19 |
+
system_prompt,
|
| 20 |
prompt,
|
|
|
|
| 21 |
max_new_tokens,
|
| 22 |
repetition_penalty,
|
| 23 |
temperature,
|
|
|
|
| 27 |
seed,
|
| 28 |
):
|
| 29 |
|
| 30 |
+
input_text = f"{system_prompt}, {prompt}"
|
| 31 |
input_ids = tokenizer(input_text, return_tensors="pt").input_ids.to(device)
|
| 32 |
|
| 33 |
if random_seed:
|
|
|
|
| 49 |
better_prompt = tokenizer.decode(outputs[0])
|
| 50 |
return better_prompt
|
| 51 |
|
| 52 |
+
prompt = gr.Textbox(label="Prompt", interactive=True)
|
| 53 |
+
|
| 54 |
+
system_prompt = gr.Textbox(label="System Prompt", interactive=True)
|
| 55 |
+
|
| 56 |
+
max_new_tokens = gr.Slider(value=512, minimum=250, maximum=512, step=1, interactive=True, label="Max New Tokens", info="The maximum numbers of new tokens, controls how long is the output")
|
| 57 |
+
|
| 58 |
+
repetition_penalty = gr.Slider(value=1.2, minimum=0, maximum=2, step=0.05, interactive=True, label="Repetition Penalty", info="Penalize repeated tokens, making the AI repeat less itself")
|
| 59 |
+
|
| 60 |
+
temperature = gr.Slider(value=0.5, minimum=0, maximum=1, step=0.05, interactive=True, label="Temperature", info="Higher values produce more diverse outputs")
|
| 61 |
+
|
| 62 |
+
top_p = gr.Slider(value=1, minimum=0, maximum=2, step=0.05, interactive=True, label="Top P", info="Higher values sample more low-probability tokens")
|
| 63 |
+
|
| 64 |
+
top_k = gr.Slider(value=1, minimum=1, maximum=100, step=1, interactive=True, label="Top K", info="Higher k means more diverse outputs by considering a range of tokens")
|
| 65 |
+
|
| 66 |
+
use_random_seed = gr.Checkbox(value=False, label="Use Random Seed", info="Check to use a random seed which is a start point for the generation process")
|
| 67 |
+
|
| 68 |
+
manual_seed = gr.Number(value=42, interactive=True, label="Manual Seed", info="A starting point to initiate the generation process", visible={'False' if use_random_seed else 'True'})
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 69 |
|
| 70 |
|
| 71 |
examples = [
|
| 72 |
[
|
| 73 |
+
"A storefront with 'Text to Image' written on it.",
|
| 74 |
+
"Expand the following prompt to add more detail:",
|
| 75 |
512,
|
| 76 |
1.2,
|
| 77 |
0.5,
|
|
|
|
| 82 |
]
|
| 83 |
]
|
| 84 |
|
| 85 |
+
gr.Interface(
|
| 86 |
fn=generate,
|
| 87 |
+
inputs=[prompt, system_prompt, max_new_tokens, repetition_penalty, temperature, top_p, top_k, use_random_seed, manual_seed]
|
| 88 |
+
outputs=gr.Textbox(label="Better Prompt", interactive=True)
|
|
|
|
|
|
|
| 89 |
title="SuperPrompt-v1",
|
| 90 |
description="Make your prompts more detailed!",
|
| 91 |
examples=examples,
|
| 92 |
+
live=True
|
| 93 |
concurrency_limit=20,
|
| 94 |
).launch(show_api=False)
|