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chatbotv2

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sahil239 commited on 24 days ago

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README.md +48 -8
index.html +609 -19
main.py +83 -0
model.py +15 -0
requirements.txt +9 -0

README.md CHANGED Viewed

@@ -1,11 +1,51 @@
 ---
-title: Chatbotv2
-emoji: 🌖
-colorFrom: red
-colorTo: green
-sdk: static
-pinned: false
-license: apache-2.0
 ---
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

+# 🤖 Tap Bot – AI Chatbot App
+Welcome to **Tap Bot**, a simple AI chatbot app built with FastAPI and deployed for free using **Deta Space**. This project serves a static HTML/CSS/JS frontend and handles backend chat requests via an API endpoint.
+---
+## ✨ Features
+- 🎨 Beautiful animated chat UI
+- 💬 Typing effects and copy-to-clipboard
+- 🔄 Clear chat, open/close animations
+- 🚀 Free 24/7 hosting with Deta (no hours limit)
+- 🧠 Powered by your own backend logic (LLM optional)
+---
+## 🧱 Tech Stack
+- **Frontend**: HTML, CSS, JavaScript (Vanilla)
+- **Backend**: FastAPI (Python)
+- **Hosting**: Deta Space
+---
+## 🔗 Live Demo
+Once deployed, app will be available at:
 ---
+## 🧪 Local Development
+```bash
+# Install dependencies
+pip install -r requirements.txt
+# Run server
+uvicorn main:app --reload
+```
+Access at: http://localhost:8000
 ---
+📝 License
+This project is open-source and free to use.
+⸻
+Built by sahildesai.dev

index.html CHANGED Viewed

@@ -1,19 +1,609 @@
-<!doctype html>
-<html>
-	<head>
-		<meta charset="utf-8" />
-		<meta name="viewport" content="width=device-width" />
-		<title>My static Space</title>
-		<link rel="stylesheet" href="style.css" />
-	</head>
-	<body>
-		<div class="card">
-			<h1>Welcome to your static Space!</h1>
-			<p>You can modify this app directly by editing <i>index.html</i> in the Files and versions tab.</p>
-			<p>
-				Also don't forget to check the
-				<a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
-			</p>
-		</div>
-	</body>
-</html>

+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <title>Tap Bot</title>
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/showdown.min.js"></script>
+    <style>
+        body {
+            margin: 0;
+            padding: 0;
+            font-family: 'Segoe UI', sans-serif;
+            background: linear-gradient(-45deg, #1f1c2c, #928dab, #2b5876, #4e4376);
+            background-size: 400% 400%;
+            animation: gradientBG 15s ease infinite;
+            color: #fff;
+            display: flex;
+            flex-direction: column;
+            align-items: center;
+            justify-content: center;
+            min-height: 100vh;
+            text-align: center;
+        }
+        @keyframes gradientBG {
+            0% {
+                background-position: 0% 50%;
+            }
+            50% {
+                background-position: 100% 50%;
+            }
+            100% {
+                background-position: 0% 50%;
+            }
+        }
+        h1 {
+            font-size: 3em;
+            margin-bottom: 0.3em;
+        }
+        .store-buttons {
+            display: flex;
+            gap: 20px;
+            flex-wrap: wrap;
+            justify-content: center;
+            margin: 20px 0;
+        }
+        .store-buttons img {
+            width: 160px;
+            height: auto;
+        }
+        .try-btn {
+            background-color: #fff;
+            color: #2980b9;
+            border: none;
+            padding: 10px 20px;
+            font-size: 1.2em;
+            border-radius: 8px;
+            cursor: pointer;
+            transition: 0.3s ease;
+        }
+        .try-btn:hover {
+            background-color: #e0e0e0;
+        }
+        .chat-container {
+            position: fixed;
+            bottom: 20px;
+            right: 20px;
+            background: white;
+            color: black;
+            border-radius: 12px;
+            box-shadow: 0 4px 12px rgba(0, 0, 0, 0.2);
+            width: 350px;
+            height: 500px;
+            max-height: 90vh;
+            overflow: hidden;
+            display: none;
+            flex-direction: column;
+            /* Animation styles */
+            transform: scale(0);
+            opacity: 0;
+            transition: transform 0.3s ease, opacity 0.3s ease;
+            pointer-events: none;
+        }
+        .chat-container.open {
+            transform: scale(1);
+            opacity: 1;
+            pointer-events: auto;
+        }
+        .chat-header {
+            background-color: #2980b9;
+            color: white;
+            padding: 10px;
+            font-weight: bold;
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+        }
+        .chat-body {
+            padding: 10px;
+            overflow-y: auto;
+            flex-grow: 1;
+        }
+        .chat-input {
+            display: flex;
+            border-top: 1px solid #ccc;
+        }
+        .chat-input input {
+            flex-grow: 1;
+            border: none;
+            padding: 10px;
+            font-size: 1em;
+        }
+        .chat-input button {
+            border: none;
+            padding: 10px 15px;
+            background-color: #2980b9;
+            color: white;
+            cursor: pointer;
+        }
+        .msg.user {
+            text-align: right;
+            margin: 5px 0;
+        }
+        .msg.bot {
+            text-align: left;
+            margin: 5px 0;
+        }
+        .msg .bubble {
+            display: inline-block;
+            padding: 10px;
+            border-radius: 10px;
+            max-width: 85%;
+        }
+        .msg.user .bubble {
+            background: #d1eaff;
+            color: #000;
+        }
+        .msg.bot .bubble {
+            background: #f1f1f1;
+            color: #000;
+        }
+        .bubble.typing {
+            font-style: italic;
+        }
+        .copy-btn {
+            background: none;
+            border: none;
+            cursor: pointer;
+            font-size: 1em;
+            margin-left: 6px;
+            color: #555;
+            float: right;
+            position: relative;
+        }
+        .copy-btn::after {
+            content: "Copy";
+            position: absolute;
+            bottom: 100%;
+            left: 50%;
+            transform: translateX(-50%);
+            background: #000;
+            color: #fff;
+            padding: 4px 8px;
+            font-size: 0.75em;
+            border-radius: 4px;
+            opacity: 0;
+            white-space: nowrap;
+            pointer-events: none;
+            transition: opacity 0.2s;
+        }
+        .copy-btn:hover::after {
+            opacity: 1;
+        }
+        .toast {
+            visibility: hidden;
+            min-width: 120px;
+            background-color: #333;
+            color: #fff;
+            text-align: center;
+            border-radius: 6px;
+            padding: 10px;
+            position: fixed;
+            z-index: 1;
+            left: 50%;
+            bottom: 30px;
+            transform: translateX(-50%);
+            font-size: 0.9em;
+            opacity: 0;
+            transition: opacity 0.5s, bottom 0.5s;
+        }
+        .toast.show {
+            visibility: visible;
+            opacity: 1;
+            bottom: 50px;
+        }
+        #typing {
+            display: flex;
+            padding: 5px;
+            font-style: italic;
+            color: #555;
+            align-items: center;
+        }
+        #typing span.dot {
+            height: 10px;
+            width: 10px;
+            margin: 0 3px;
+            background-color: #999;
+            border-radius: 50%;
+            display: inline-block;
+            animation: blink 1.4s infinite;
+        }
+        #typing span.dot:nth-child(2) {
+            animation-delay: 0.2s;
+        }
+        #typing span.dot:nth-child(3) {
+            animation-delay: 0.4s;
+        }
+        @keyframes blink {
+            0%, 80%, 100% {
+                opacity: 0.2;
+                transform: scale(0.8);
+            }
+            40% {
+                opacity: 1;
+                transform: scale(1);
+            }
+        }
+        footer {
+            margin-top: 40px;
+            font-size: 0.9em;
+        }
+        @media (max-width: 600px) {
+            .store-buttons {
+                flex-direction: column;
+                align-items: center;
+            }
+        }
+    </style>
+</head>
+<div id="toast" class="toast">Copied!</div>
+<body>
+<h1 id="welcomeTitle"></h1>
+<p id="welcomeSub"></p>
+<div class="store-buttons">
+    <a href="#"><img
+            src="https://upload.wikimedia.org/wikipedia/commons/thumb/7/78/Google_Play_Store_badge_EN.svg/512px-Google_Play_Store_badge_EN.svg.png"
+            alt="Google Play"></a>
+    <a href="#"><img src="https://developer.apple.com/assets/elements/badges/download-on-the-app-store.svg"
+                     alt="App Store"></a>
+</div>
+<button class="try-btn" onclick="openChat()">Try Now</button>
+<footer>
+    <p><strong>Disclaimer:</strong> Tap Bot is powered by a fine-tuned language model trained using publicly available
+        data. </p>
+    <p> We do not claim ownership of the original data sources used for training. </p>
+    <p> Developed by <a href="https://sahildesai.dev" target="_blank" style="color:#fff;text-decoration:underline;">sahildesai.dev</a>
+    </p>
+</footer>
+<div class="chat-container" id="chatBox">
+    <div class="chat-header"><span id="chatTitle"></span>
+        <div>
+            <button onclick="clearChat()" style="background:none; border:none; cursor:pointer;">
+                <svg xmlns="http://www.w3.org/2000/svg" height="20" width="20" fill="white" viewBox="0 0 24 24">
+                    <path d="M3 6h18v2H3V6zm2 3h14l-1.5 12.5H6.5L5 9zm5.5-5h3v2h-3V4z"/>
+                </svg>
+            </button>
+            <button onclick="toggleChat()"
+                    style="background:none;border:none;color:white;font-size:1.2em;cursor:pointer;">X
+            </button>
+        </div>
+    </div>
+    <div class="chat-body" id="chatMessages">
+        <div class="msg bot" id="welcomeMessage">
+            <div class="bubble">Hi there! I’m Tap Bot. How can I help you today?</div>
+        </div>
+    </div>
+    <div class="chat-input">
+        <input type="text" id="userInput" placeholder="What's on your mind?" oninput="toggleSendButton()"
+               onkeydown="handleEnter(event)"/>
+        <button id="sendBtn" onclick="submitMessage()" disabled>Send</button>
+    </div>
+</div>
+<script>
+    const botName = "Tap Bot";
+    document.addEventListener("DOMContentLoaded", () => {
+        document.getElementById("welcomeTitle").textContent = `Welcome to ${botName}!`;
+        document.getElementById("welcomeSub").textContent = `Your AI-powered assistant is live.`;
+        document.getElementById("chatTitle").textContent = botName;
+    });
+    function copyToClipboard(button) {
+        const text = button.previousElementSibling.textContent;
+        navigator.clipboard.writeText(text).then(() => {
+            button.textContent = "✅";
+            setTimeout(() => (button.textContent = "📋"), 1500);
+        });
+    }
+    function openChat() {
+        const box = document.getElementById("chatBox");
+        box.classList.add("open");
+        document.getElementById("chatMessages").innerHTML = "";
+        const chatMessages = document.getElementById("chatMessages");
+        box.style.display = "flex";
+        chatMessages.innerHTML = ''; // Clear on open
+        // Add typing dots
+        const botDiv = document.createElement("div");
+        botDiv.className = "msg bot";
+        const typingDiv = document.createElement("div");
+        typingDiv.className = "bubble typing";
+        typingDiv.innerHTML = `<div id="typing"><span class="dot"></span><span class="dot"></span><span class="dot"></span></div>`;
+        botDiv.appendChild(typingDiv);
+        chatMessages.appendChild(botDiv);
+        chatMessages.scrollTop = chatMessages.scrollHeight;
+        // After delay, show welcome message with typing
+        setTimeout(() => {
+            const welcomeText = "Hi there! I’m Tap Bot. How can I help you today?";
+            let i = 0;
+            typingDiv.innerHTML = "";
+            const textNode = document.createElement("div");
+            typingDiv.appendChild(textNode);
+            function typeChar() {
+                if (i < welcomeText.length) {
+                    textNode.textContent += welcomeText[i++];
+                    chatMessages.scrollTop = chatMessages.scrollHeight;
+                    setTimeout(typeChar, 30);
+                }
+            }
+            typeChar();
+        }, 500);
+    }
+    function toggleChat() {
+        const box = document.getElementById("chatBox");
+        box.classList.toggle("open");
+    }
+    function clearChat() {
+        const chatMessages = document.getElementById("chatMessages");
+        chatMessages.innerHTML = "";
+        const welcome = document.createElement("div");
+        welcome.className = "msg bot";
+        welcome.id = "welcomeMessage";
+        welcome.innerHTML = `<div class="bubble">Hi there! I’m Tap Bot. How can I help you today?</div>`;
+        chatMessages.appendChild(welcome);
+        chatMessages.scrollTop = chatMessages.scrollHeight;
+        setTimeout(() => {
+            const welcomeText = "Hi there! I’m Tap Bot. How can I help you today?";
+            let i = 0;
+            typingDiv.innerHTML = "";
+            function typeChar() {
+                if (i < welcomeText.length) {
+                    typingDiv.innerHTML += welcomeText[i++];
+                    chatMessages.scrollTop = chatMessages.scrollHeight;
+                    setTimeout(typeChar, 30);
+                }
+            }
+            typeChar();
+        }, 500);
+    }
+    function toggleSendButton() {
+        const btn = document.getElementById("sendBtn");
+        const input = document.getElementById("userInput");
+        btn.disabled = input.value.trim().length === 0;
+    }
+    function handleEnter(e) {
+        if (e.key === "Enter") {
+            e.preventDefault();
+            if (!document.getElementById("sendBtn").disabled) {
+                submitMessage();
+            }
+        }
+    }
+    function showToast(message = "Copied!") {
+        const toast = document.getElementById("toast");
+        toast.textContent = message;
+        toast.classList.add("show");
+        setTimeout(() => {
+            toast.classList.remove("show");
+        }, 2000); // 2 seconds
+    }
+    /* async function submitMessage() {
+         const input = document.getElementById("userInput");
+         const msg = input.value.trim();
+         if (!msg) return;
+         const chatMessages = document.getElementById("chatMessages");
+         const converter = new showdown.Converter();
+         // Append user message
+         const userDiv = document.createElement("div");
+         userDiv.className = "msg user";
+         userDiv.innerHTML = `<div class="bubble">${msg}</div>`;
+         chatMessages.appendChild(userDiv);
+         // Bot typing placeholder with animated dots
+         const botDiv = document.createElement("div");
+         botDiv.className = "msg bot";
+         const typingDiv = document.createElement("div");
+         typingDiv.className = "bubble typing";
+         const typingIndicator = document.createElement("div");
+         typingIndicator.id = "typing";
+         typingIndicator.innerHTML = `
+     <span class="dot"></span>
+     <span class="dot"></span>
+     <span class="dot"></span>
+   `;
+         typingDiv.appendChild(typingIndicator);
+         botDiv.appendChild(typingDiv);
+         chatMessages.appendChild(botDiv);
+         chatMessages.scrollTop = chatMessages.scrollHeight;
+         input.value = "";
+         toggleSendButton();
+         try {
+             const res = await fetch("/chat", {
+                 method: "POST",
+                 headers: {"Content-Type": "application/json"},
+                 body: JSON.stringify({prompt: msg})
+             });
+             const data = await res.json();
+             const text = data.response;
+             // Replace the dots with actual typing text
+             typingDiv.removeChild(typingIndicator);
+             const textNode = document.createElement("div");
+             typingDiv.appendChild(textNode);
+             let i = 0;
+             function typeChar() {
+                 if (i < text.length) {
+                     textNode.textContent += text[i++];
+                     chatMessages.scrollTop = chatMessages.scrollHeight;
+                     setTimeout(typeChar, 20);
+                 } else {
+                     typingDiv.classList.remove("typing");
+                     // Copy button
+                     const copyBtn = document.createElement("button");
+                     copyBtn.className = "copy-btn";
+                     copyBtn.innerHTML = `
+   <svg xmlns="http://www.w3.org/2000/svg" height="18" width="18" viewBox="0 0 24 24" fill="white" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
+     <path d="M16 4h2a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h2" />
+     <rect x="8" y="2" width="8" height="4" rx="1" ry="1"/>
+   </svg>`;
+                     copyBtn.onclick = function () {
+                         navigator.clipboard.writeText(textNode.textContent).then(() => {
+                             showToast("Copied!")
+                             copyBtn.textContent = "✅";
+                             setTimeout(() => (copyBtn.innerHTML = `
+   <svg xmlns="http://www.w3.org/2000/svg" height="18" width="18" viewBox="0 0 24 24" fill="white" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
+     <path d="M16 4h2a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h2" />
+     <rect x="8" y="2" width="8" height="4" rx="1" ry="1"/>
+   </svg>`), 1500);
+                         });
+                     };
+                     typingDiv.appendChild(copyBtn);
+                 }
+             }
+             setTimeout(typeChar, 200); // slight delay after removing dots
+         } catch (e) {
+             typingDiv.textContent = "Something went wrong. " + e.message;
+             typingDiv.classList.remove("typing");
+         }
+     }*/
+    async function submitMessage() {
+        const input = document.getElementById("userInput");
+        const msg = input.value.trim();
+        if (!msg) return;
+        const chatMessages = document.getElementById("chatMessages");
+        // Append user message
+        const userDiv = document.createElement("div");
+        userDiv.className = "msg user";
+        userDiv.innerHTML = `<div class="bubble">${msg}</div>`;
+        chatMessages.appendChild(userDiv);
+        // Bot typing placeholder
+        const botDiv = document.createElement("div");
+        botDiv.className = "msg bot";
+        const typingDiv = document.createElement("div");
+        typingDiv.className = "bubble typing";
+        const typingIndicator = document.createElement("div");
+        typingIndicator.id = "typing";
+        typingIndicator.innerHTML = `<span class="dot"></span><span class="dot"></span><span class="dot"></span>`;
+        typingDiv.appendChild(typingIndicator);
+        botDiv.appendChild(typingDiv);
+        chatMessages.appendChild(botDiv);
+        chatMessages.scrollTop = chatMessages.scrollHeight;
+        input.value = "";
+        toggleSendButton();
+        try {
+            const res = await fetch("/chat", {
+                method: "POST",
+                headers: {"Content-Type": "application/json"},
+                body: JSON.stringify({prompt: msg})
+            });
+            const data = await res.json();
+            const fullText = data.response;
+            // Split text into complete sentences using full stop
+            const sentences = fullText.split(/(?<=\.)\s+/);
+            let selectedSentences = [];
+            for (const sentence of sentences) {
+                selectedSentences.push(sentence.trim());
+            }
+            // === END TOKEN TRIM LOGIC ===
+            // Replace typing dots with final output
+            const converter = new showdown.Converter();
+            const markdownOutput = selectedSentences.join("\n");
+            typingDiv.innerHTML = converter.makeHtml(markdownOutput);
+            typingDiv.classList.remove("typing");
+            // Optional copy button
+            const copyBtn = document.createElement("button");
+            copyBtn.className = "copy-btn";
+            copyBtn.innerHTML = `
+            <svg xmlns="http://www.w3.org/2000/svg" height="18" width="18" viewBox="0 0 24 24" fill="white" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
+                <path d="M16 4h2a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h2" />
+                <rect x="8" y="2" width="8" height="4" rx="1" ry="1"/>
+            </svg>`;
+            copyBtn.onclick = function () {
+                navigator.clipboard.writeText(selectedSentences.join("\n")).then(() => {
+                    showToast("Copied!");
+                    copyBtn.textContent = "✅";
+                    setTimeout(() => {
+                        copyBtn.innerHTML = `
+                        <svg xmlns="http://www.w3.org/2000/svg" height="18" width="18" viewBox="0 0 24 24" fill="white" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round">
+                            <path d="M16 4h2a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2V6a2 2 0 0 1 2-2h2" />
+                            <rect x="8" y="2" width="8" height="4" rx="1" ry="1"/>
+                        </svg>`;
+                    }, 1500);
+                });
+            };
+            typingDiv.appendChild(copyBtn);
+        } catch (e) {
+            typingDiv.textContent = "Something went wrong. " + e.message;
+            typingDiv.classList.remove("typing");
+        }
+    }
+</script>
+</body>
+</html>

main.py ADDED Viewed

	@@ -0,0 +1,83 @@

+import os
+from pathlib import Path
+from fastapi import FastAPI
+from pydantic import BaseModel
+from starlette.middleware.cors import CORSMiddleware
+from starlette.responses import HTMLResponse, FileResponse
+from starlette.staticfiles import StaticFiles
+from transformers import AutoTokenizer, AutoModelForCausalLM
+import torch
+from peft import PeftModel
+# Load once at startup
+base_model_name = "TinyLlama/TinyLlama-1.1B-Chat-v1.0"
+adapter_repo = "sahil239/chatbot-v2"
+tokenizer = AutoTokenizer.from_pretrained(base_model_name, trust_remote_code=True)
+if tokenizer.pad_token is None:
+    tokenizer.pad_token = tokenizer.eos_token
+base_model = AutoModelForCausalLM.from_pretrained(
+    base_model_name,
+    device_map="auto",
+    torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32,
+    trust_remote_code=True
+)
+model = PeftModel.from_pretrained(base_model, adapter_repo)
+model.eval()
+def generate_response(user_message: str) -> str:
+    # Proper chat formatting
+    chat = [{"role": "user", "content": user_message}]
+    inputs = tokenizer.apply_chat_template(
+        chat,
+        tokenize=True,
+        return_tensors="pt"
+    ).to(model.device)
+    outputs = model.generate(
+        input_ids=inputs,
+        max_new_tokens=256,
+        temperature=0.1,
+        top_p=0.95,
+        do_sample=False,
+        eos_token_id=tokenizer.eos_token_id
+    )
+    decoded = tokenizer.decode(outputs[0], skip_special_tokens=True)
+    # Optional: strip past conversation if using chat template
+    # You might want to extract just the assistant's last response.
+    assistant_prefix = "<|assistant|>"
+    if assistant_prefix in decoded:
+        reply = decoded.split(assistant_prefix)[-1].strip()
+    else:  reply = decoded.strip()
+    stop_strings = ["<|user|>", "<|end|>", "</s>"]
+    for stop in stop_strings:
+        if stop in reply:
+            reply = reply.split(stop)[0].strip()
+    return reply
+app = FastAPI()
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=["*"],
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+class ChatRequest(BaseModel):
+    prompt: str
+@app.get("/", response_class=HTMLResponse)
+async def homepage():
+    html_path = Path(__file__).parent / "index.html"
+    return HTMLResponse(content=html_path.read_text(), status_code=200)
+@app.post("/chat")
+def chat_endpoint(req: ChatRequest):
+    reply = generate_response(req.prompt)
+    return {"response": reply}

model.py ADDED Viewed

	@@ -0,0 +1,15 @@

+from transformers import AutoTokenizer, AutoModelForCausalLM
+from peft import PeftModel
+import torch
+BASE_MODEL = "TinyLlama/TinyLlama-1.1B-Chat-v1.0"
+LORA_REPO = "sahil239/chatbot-v2"
+tokenizer = AutoTokenizer.from_pretrained(BASE_MODEL)
+model = AutoModelForCausalLM.from_pretrained(
+    BASE_MODEL,
+    torch_dtype=torch.float16 if torch.cuda.is_available() else torch.float32,
+    device_map="auto"
+)
+model = PeftModel.from_pretrained(model, LORA_REPO)
+model.eval()

requirements.txt ADDED Viewed

	@@ -0,0 +1,9 @@

+fastapi~=0.116.1
+uvicorn
+transformers~=4.55.2
+peft~=0.17.0
+torch~=2.8.0
+myapplication~=0.1.0
+pydantic~=2.11.7
+starlette~=0.47.2
+jinja2