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Update app.py
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app.py
CHANGED
@@ -1,11 +1,7 @@
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import os
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import threading
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import gradio as gr
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from transformers import
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AutoModelForCausalLM,
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AutoTokenizer,
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TextIteratorStreamer,
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)
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MODEL_NAMES = ["LeCarnet-3M", "LeCarnet-8M", "LeCarnet-21M"]
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HF_TOKEN = os.environ.get("HUGGINGFACEHUB_API_TOKEN") or os.getenv("HUGGINGFACEHUB_API_TOKEN")
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@@ -13,6 +9,7 @@ MEDIA_PATH = "media/le-carnet.png"
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models = {}
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tokenizers = {}
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for name in MODEL_NAMES:
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hub_id = f"MaxLSB/{name}"
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tokenizers[name] = AutoTokenizer.from_pretrained(hub_id, token=HF_TOKEN)
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@@ -20,14 +17,7 @@ for name in MODEL_NAMES:
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models[name].eval()
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def respond(
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prompt: str,
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chat_history,
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selected_model: str,
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max_tokens: int,
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temperature: float,
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top_p: float,
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):
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tokenizer = tokenizers[selected_model]
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model = models[selected_model]
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inputs = tokenizer(prompt, return_tensors="pt")
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@@ -72,24 +62,26 @@ with gr.Blocks(css=".gr-chatbox {height: 600px !important;}") as demo:
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toggle_btn = gr.Button("Show/hide parameters", elem_id="toggle-btn")
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chat = gr.ChatInterface(
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fn=respond,
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additional_inputs=[
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examples=[
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["Il était une fois un petit garçon qui vivait dans un village paisible."],
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["Il était une fois une grenouille qui rêvait de toucher les étoiles chaque nuit depuis son étang."],
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["Il était une fois un petit lapin perdu"],
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],
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cache_examples=False,
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)
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with gr.Column(scale=1, visible=True, elem_id="settings-panel")
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max_tokens = gr.Slider(1, 512, value=512, step=1, label="Max new tokens")
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temperature = gr.Slider(0.1, 2.0, value=0.7, step=0.1, label="Temperature")
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top_p = gr.Slider(0.1, 1.0, value=0.9, step=0.05, label="Top‑p")
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chat.additional_inputs = [selected_model, max_tokens, temperature, top_p]
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demo.load(
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() => {
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const toggleBtn = document.querySelector('#toggle-btn button') || document.querySelector('#toggle-btn');
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const panel = document.querySelector('#settings-panel');
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@@ -97,7 +89,9 @@ with gr.Blocks(css=".gr-chatbox {height: 600px !important;}") as demo:
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panel.style.display = (panel.style.display === 'none') ? 'flex' : 'none';
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});
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}
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if __name__ == "__main__":
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demo.queue(default_concurrency_limit=10,max_size=10).launch(ssr_mode=False, max_threads=10)
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import os
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import threading
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import gradio as gr
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from transformers import AutoModelForCausalLM, AutoTokenizer, TextIteratorStreamer
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MODEL_NAMES = ["LeCarnet-3M", "LeCarnet-8M", "LeCarnet-21M"]
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HF_TOKEN = os.environ.get("HUGGINGFACEHUB_API_TOKEN") or os.getenv("HUGGINGFACEHUB_API_TOKEN")
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models = {}
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tokenizers = {}
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for name in MODEL_NAMES:
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hub_id = f"MaxLSB/{name}"
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tokenizers[name] = AutoTokenizer.from_pretrained(hub_id, token=HF_TOKEN)
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models[name].eval()
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def respond(prompt: str, chat_history, selected_model: str, max_tokens: int, temperature: float, top_p: float):
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tokenizer = tokenizers[selected_model]
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model = models[selected_model]
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inputs = tokenizer(prompt, return_tensors="pt")
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toggle_btn = gr.Button("Show/hide parameters", elem_id="toggle-btn")
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chat = gr.ChatInterface(
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fn=respond,
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additional_inputs=[
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gr.Dropdown(MODEL_NAMES, value="LeCarnet-8M", label="Model"),
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gr.Slider(1, 512, value=512, step=1, label="Max new tokens"),
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gr.Slider(0.1, 2.0, value=0.7, step=0.1, label="Temperature"),
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gr.Slider(0.1, 1.0, value=0.9, step=0.05, label="Top‑p"),
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],
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examples=[
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["Il était une fois un petit garçon qui vivait dans un village paisible."],
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["Il était une fois une grenouille qui rêvait de toucher les étoiles chaque nuit depuis son étang."],
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["Il était une fois un petit lapin perdu"],
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],
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cache_examples=False,
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type="messages",
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)
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with gr.Column(scale=1, visible=True, elem_id="settings-panel"):
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pass # Inputs are already defined in ChatInterface
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demo.load(
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js="""
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() => {
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const toggleBtn = document.querySelector('#toggle-btn button') || document.querySelector('#toggle-btn');
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const panel = document.querySelector('#settings-panel');
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panel.style.display = (panel.style.display === 'none') ? 'flex' : 'none';
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});
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}
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"""
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)
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if __name__ == "__main__":
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demo.queue(default_concurrency_limit=10, max_size=10).launch(ssr_mode=False, max_threads=10)
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