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Update app.py
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app.py
CHANGED
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@@ -1,7 +1,8 @@
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import gradio as gr
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import torch
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import spaces
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from transformers import AutoModelForCausalLM, AutoTokenizer
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model = None
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tokenizer = None
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@@ -15,7 +16,7 @@ alpaca_prompt = """පහත දැක්වෙන්නේ යම් කාර
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{}"""
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@spaces.GPU
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def infer(message, history, enable_history=False, max_new_tokens=
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global model, tokenizer
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if model is None:
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@@ -45,18 +46,52 @@ def infer(message, history, enable_history=False, max_new_tokens=512):
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inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
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# Custom CSS for styling
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custom_css = """
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#splash-screen {
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position: fixed;
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top: 0;
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@@ -93,6 +128,42 @@ custom_css = """
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75% { transform: rotateY(540deg) scale(1.2); opacity: 0.8; }
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}
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/* Smaller font sizes for chat */
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.message-wrap .message {
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font-size: 0.9rem !important;
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@@ -102,6 +173,15 @@ custom_css = """
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font-size: 0.9rem !important;
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}
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/* Avatar styling */
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.message-wrap.user .avatar-container::before {
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content: "👤";
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@@ -137,6 +217,67 @@ custom_css = """
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height: 40px !important;
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min-width: 40px !important;
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}
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"""
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# Splash screen HTML
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@@ -152,12 +293,12 @@ splash_html = """
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"""
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# ---------------- UI ----------------
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with gr.Blocks(css=custom_css) as demo:
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gr.HTML(splash_html)
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chat = gr.ChatInterface(
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fn=lambda message, history: infer(message, history, enable_history.value, max_new_tokens.value),
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title="🧠 Gamunu 4B Instruct",
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theme=gr.themes.Default(text_size="sm"),
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examples=[
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["හෙලෝ ගැමුණු! මම සමන්, ඔයාට කොහොමද?"],
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import gradio as gr
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import torch
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import spaces
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from transformers import AutoModelForCausalLM, AutoTokenizer, TextIteratorStreamer
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from threading import Thread
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model = None
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tokenizer = None
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{}"""
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@spaces.GPU
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def infer(message, history, enable_history=False, max_new_tokens=1024):
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global model, tokenizer
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if model is None:
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inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
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# Initialize the streamer
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streamer = TextIteratorStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True)
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# Generation parameters
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generation_kwargs = dict(
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**inputs,
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max_new_tokens=max_new_tokens,
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streamer=streamer,
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do_sample=True,
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temperature=0.7,
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top_p=0.95,
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)
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# Start generation in a separate thread
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thread = Thread(target=model.generate, kwargs=generation_kwargs)
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thread.start()
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# Stream the response
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partial_text = ""
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response_started = False
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for new_text in streamer:
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partial_text += new_text
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# Check if we've reached the response section
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if "### ප්රතිචාරය:" in partial_text and not response_started:
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partial_text = partial_text.split("### ප්රතිචාරය:")[-1].strip()
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response_started = True
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if response_started:
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yield partial_text
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# Custom CSS for styling with copy button
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custom_css = """
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/* Container width constraints for PC screens */
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.gradio-container {
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max-width: 1200px !important;
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margin: 0 auto !important;
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}
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/* Chat interface max width */
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.contain {
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max-width: 900px !important;
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margin: 0 auto !important;
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}
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#splash-screen {
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position: fixed;
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top: 0;
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75% { transform: rotateY(540deg) scale(1.2); opacity: 0.8; }
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}
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/* Copy button styling */
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.message-wrap.bot {
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position: relative;
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}
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.message-wrap.bot:hover .copy-button {
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opacity: 1;
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}
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.copy-button {
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position: absolute;
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top: 8px;
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right: 8px;
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opacity: 0;
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transition: opacity 0.2s;
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background: rgba(102, 126, 234, 0.1);
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border: 1px solid rgba(102, 126, 234, 0.3);
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border-radius: 6px;
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padding: 6px 10px;
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cursor: pointer;
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font-size: 12px;
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color: #667eea;
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z-index: 10;
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}
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.copy-button:hover {
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background: rgba(102, 126, 234, 0.2);
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border-color: rgba(102, 126, 234, 0.5);
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}
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.copy-button.copied {
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background: rgba(34, 197, 94, 0.2);
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border-color: rgba(34, 197, 94, 0.5);
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color: #22c55e;
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}
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/* Smaller font sizes for chat */
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.message-wrap .message {
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font-size: 0.9rem !important;
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font-size: 0.9rem !important;
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}
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/* Compact examples grid */
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.examples {
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max-width: 100% !important;
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}
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.examples .wrap {
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gap: 0.5rem !important;
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}
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/* Avatar styling */
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.message-wrap.user .avatar-container::before {
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content: "👤";
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height: 40px !important;
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min-width: 40px !important;
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}
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/* Compact padding */
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.main {
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padding: 1rem !important;
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}
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/* Title styling - more compact */
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h1 {
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font-size: 1.5rem !important;
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margin-bottom: 0.5rem !important;
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}
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/* Streaming cursor effect */
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.message-wrap.bot.streaming .message::after {
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content: '▊';
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animation: blink 1s infinite;
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margin-left: 2px;
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}
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@keyframes blink {
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0%, 50% { opacity: 1; }
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51%, 100% { opacity: 0; }
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}
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"""
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# JavaScript for copy functionality
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copy_js = """
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<script>
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function addCopyButtons() {
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// Remove existing copy buttons first
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document.querySelectorAll('.copy-button').forEach(btn => btn.remove());
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// Add copy buttons to bot messages
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const botMessages = document.querySelectorAll('.message-wrap.bot .message');
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botMessages.forEach((message, index) => {
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if (!message.querySelector('.copy-button')) {
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const copyBtn = document.createElement('button');
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copyBtn.className = 'copy-button';
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copyBtn.innerHTML = '📋 Copy';
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copyBtn.onclick = function(e) {
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e.stopPropagation();
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const text = message.innerText;
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navigator.clipboard.writeText(text).then(() => {
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copyBtn.innerHTML = '✅ Copied!';
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copyBtn.classList.add('copied');
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setTimeout(() => {
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copyBtn.innerHTML = '📋 Copy';
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copyBtn.classList.remove('copied');
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}, 2000);
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});
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};
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message.parentElement.style.position = 'relative';
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message.parentElement.appendChild(copyBtn);
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}
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});
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}
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// Run on load and periodically to catch new messages
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setInterval(addCopyButtons, 1000);
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window.addEventListener('load', addCopyButtons);
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</script>
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"""
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# Splash screen HTML
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"""
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# ---------------- UI ----------------
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with gr.Blocks(css=custom_css, head=copy_js) as demo:
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gr.HTML(splash_html)
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chat = gr.ChatInterface(
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fn=lambda message, history: infer(message, history, enable_history.value, max_new_tokens.value),
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title="🧠 Gamunu 4B Instruct - Demo",
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theme=gr.themes.Default(text_size="sm"),
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examples=[
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["හෙලෝ ගැමුණු! මම සමන්, ඔයාට කොහොමද?"],
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