Instructions to use remiai3/RemiAI_Framework with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use remiai3/RemiAI_Framework with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="remiai3/RemiAI_Framework", filename="engine/model.gguf", )
llm.create_chat_completion( messages = [ { "role": "user", "content": "What is the capital of France?" } ] ) - Notebooks
- Google Colab
- Kaggle
- Local Apps
- llama.cpp
How to use remiai3/RemiAI_Framework with llama.cpp:
Install from brew
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf remiai3/RemiAI_Framework # Run inference directly in the terminal: llama-cli -hf remiai3/RemiAI_Framework
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf remiai3/RemiAI_Framework # Run inference directly in the terminal: llama-cli -hf remiai3/RemiAI_Framework
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf remiai3/RemiAI_Framework # Run inference directly in the terminal: ./llama-cli -hf remiai3/RemiAI_Framework
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf remiai3/RemiAI_Framework # Run inference directly in the terminal: ./build/bin/llama-cli -hf remiai3/RemiAI_Framework
Use Docker
docker model run hf.co/remiai3/RemiAI_Framework
- LM Studio
- Jan
- vLLM
How to use remiai3/RemiAI_Framework with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "remiai3/RemiAI_Framework" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "remiai3/RemiAI_Framework", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/remiai3/RemiAI_Framework
- Ollama
How to use remiai3/RemiAI_Framework with Ollama:
ollama run hf.co/remiai3/RemiAI_Framework
- Unsloth Studio new
How to use remiai3/RemiAI_Framework with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for remiai3/RemiAI_Framework to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for remiai3/RemiAI_Framework to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for remiai3/RemiAI_Framework to start chatting
- Docker Model Runner
How to use remiai3/RemiAI_Framework with Docker Model Runner:
docker model run hf.co/remiai3/RemiAI_Framework
- Lemonade
How to use remiai3/RemiAI_Framework with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull remiai3/RemiAI_Framework
Run and chat with the model
lemonade run user.RemiAI_Framework-{{QUANT_TAG}}List all available models
lemonade list
File size: 10,298 Bytes
7843c42 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 | /* --- VARIABLES --- */
:root {
--bg-color: #ffffff;
--text-color: #333333;
--sidebar-bg: #f5f5f5;
--accent: #2563eb;
--card-bg: #f9fafb;
--border-color: #e5e7eb;
--input-bg: #f3f4f6;
--hover-color: #eef0f3;
--user-avatar-bg: #000000;
--user-avatar-text: #ffffff;
--ai-avatar-text: #333333;
--code-bg: #f4f4f4;
}
body.dark-mode {
--bg-color: #121212;
--text-color: #e0e0e0;
--sidebar-bg: #1e1e1e;
--accent: #60a5fa;
--card-bg: #252525;
--border-color: #333333;
--input-bg: #2d2d2d;
--hover-color: #333333;
--user-avatar-bg: #ffffff;
--user-avatar-text: #000000;
--ai-avatar-text: #ffffff;
--code-bg: #1a1a1a;
}
body { margin: 0; font-family: 'Segoe UI', sans-serif; background-color: var(--bg-color); color: var(--text-color); overflow: hidden; transition: 0.3s; }
.app-container { display: flex; height: 100vh; width: 100vw; }
/* SIDEBAR & NAV GRID */
.sidebar { width: 240px; background-color: var(--sidebar-bg); padding: 15px; display: flex; flex-direction: column; border-right: 1px solid var(--border-color); flex-shrink: 0; }
.brand { display: flex; align-items: center; gap: 10px; font-size: 18px; font-weight: bold; margin-bottom: 15px; padding-left: 5px; }
.brand-logo { width: 28px; height: 28px; filter: grayscale(100%); opacity: 0.8; }
.new-chat-btn { display: flex; align-items: center; gap: 10px; padding: 10px; background: var(--card-bg); border: 1px solid var(--border-color); color: var(--text-color); border-radius: 8px; cursor: pointer; transition: 0.2s; font-weight: 600; width: 100%; justify-content: center; margin-bottom: 5px; }
.new-chat-btn:hover { background-color: var(--hover-color); }
.secondary-btn { display: flex; align-items: center; gap: 10px; padding: 8px; background: transparent; border: 1px solid var(--border-color); color: var(--text-color); border-radius: 8px; cursor: pointer; font-size: 12px; width: 100%; justify-content: center; }
.secondary-btn:hover { background-color: var(--hover-color); }
.nav-section { margin-top: 15px; border-bottom: 1px solid var(--border-color); padding-bottom: 15px; }
.nav-label { font-size: 10px; text-transform: uppercase; opacity: 0.5; font-weight: bold; margin-bottom: 8px; letter-spacing: 1px; }
.nav-grid { display: grid; grid-template-columns: repeat(4, 1fr); gap: 5px; }
.nav-icon-btn { aspect-ratio: 1; display: flex; align-items: center; justify-content: center; background: transparent; border: 1px solid transparent; border-radius: 6px; color: var(--text-color); cursor: pointer; opacity: 0.6; transition: 0.2s; }
.nav-icon-btn:hover { background: var(--hover-color); opacity: 1; }
.nav-icon-btn.active { background: var(--hover-color); color: var(--accent); opacity: 1; border-color: var(--border-color); }
.nav-icon-btn i { width: 18px; height: 18px; }
/* MAIN CONTENT */
.main-content { flex: 1; display: flex; flex-direction: column; position: relative; background-color: var(--bg-color); overflow: hidden; }
.view-section { height: 100%; display: flex; flex-direction: column; background-color: var(--bg-color); }
/* CHAT ELEMENTS */
.chat-header { padding: 0 20px; border-bottom: 1px solid var(--border-color); display: flex; justify-content: center; align-items: center; height: 50px; flex-shrink: 0; }
.header-info { display: flex; align-items: center; gap: 10px; font-size: 13px; opacity: 0.9; }
.header-avatar { width: 28px; height: 28px; border-radius: 50%; object-fit: cover; border: 2px solid var(--accent); }
.header-dropdown { background: var(--input-bg); border: 1px solid var(--border-color); color: var(--text-color); padding: 4px 8px; border-radius: 6px; outline: none; cursor: pointer; font-size: 13px; font-weight: bold; }
.chat-area { flex: 1; overflow-y: auto; padding: 20px 40px; display: flex; flex-direction: column; gap: 15px; scroll-behavior: smooth; }
.message-row { display: flex; gap: 15px; align-items: flex-start; line-height: 1.6; font-size: 15px; animation: fadeIn 0.3s ease; position: relative; }
.message-row:hover .message-actions { opacity: 1; }
.message-content-wrapper { flex: 1; max-width: 850px; }
.message-actions { display: flex; gap: 5px; margin-top: 5px; opacity: 0; transition: 0.2s; }
.action-btn { background: transparent; border: none; cursor: pointer; color: var(--text-color); opacity: 0.4; padding: 4px; border-radius: 4px; }
.action-btn:hover { opacity: 1; background-color: var(--hover-color); }
@keyframes fadeIn { from { opacity: 0; transform: translateY(5px); } to { opacity: 1; transform: translateY(0); } }
.avatar { width: 28px; height: 28px; border-radius: 6px; display: flex; justify-content: center; align-items: center; font-weight: 700; font-size: 12px; flex-shrink: 0; }
.avatar.user { background-color: var(--user-avatar-bg); color: var(--user-avatar-text); }
.avatar.ai { background: transparent; color: var(--ai-avatar-text); border: 1px solid var(--border-color); }
.avatar-sticker { width: 25px; height: 25px; border-radius: 8px; object-fit: cover; border: 1px solid var(--border-color); flex-shrink: 0; }
.message-text { padding-top: 2px; overflow-wrap: break-word; }
.message-text p { margin-bottom: 8px; }
.message-text code { background-color: var(--code-bg); padding: 2px 5px; border-radius: 4px; font-family: 'Consolas', monospace; font-size: 0.9em; }
.typing-indicator { display: flex; gap: 5px; padding: 5px 0; }
.typing-indicator span { width: 5px; height: 5px; background-color: var(--text-color); border-radius: 50%; opacity: 0.6; animation: bounce 1.4s infinite ease-in-out both; }
.typing-indicator span:nth-child(1) { animation-delay: -0.32s; }
.typing-indicator span:nth-child(2) { animation-delay: -0.16s; }
@keyframes bounce { 0%, 80%, 100% { transform: scale(0); } 40% { transform: scale(1); } }
.input-container { padding: 20px 40px; background: transparent; flex-shrink: 0; }
.input-box-wrapper { display: flex; background-color: var(--input-bg); border: 1px solid transparent; border-radius: 14px; padding: 10px 15px; align-items: flex-end; transition: 0.2s; }
.input-box-wrapper:focus-within { border-color: var(--border-color); box-shadow: 0 4px 15px rgba(0,0,0,0.05); }
textarea { flex: 1; background: transparent; border: none; padding: 5px 0; color: var(--text-color); font-size: 15px; outline: none; resize: none; font-family: inherit; line-height: 1.5; max-height: 120px; }
#send-btn { background: transparent; border: none; color: var(--text-color); cursor: pointer; padding: 8px; opacity: 0.6; }
#send-btn:hover { opacity: 1; color: var(--accent); }
#send-btn.stop-mode { color: #ef4444; opacity: 1; }
.centered-view { align-items: center; justify-content: center; text-align: center; padding: 40px; }
/* MODALS */
.modal-overlay { position: fixed; top: 0; left: 0; width: 100%; height: 100%; background: rgba(0,0,0,0.6); display: flex; justify-content: center; align-items: center; z-index: 1000; backdrop-filter: blur(2px); }
.modal-content { background: var(--bg-color); border: 1px solid var(--border-color); padding: 25px; border-radius: 12px; width: 350px; color: var(--text-color); box-shadow: 0 20px 50px rgba(0,0,0,0.2); }
.modal-content.large { width: 650px; max-height: 85vh; overflow-y: auto; display: flex; flex-direction: column; }
.modal-actions { display: flex; justify-content: flex-end; gap: 10px; margin-top: 20px; }
.persona-form { display: grid; grid-template-columns: 1fr 1fr; gap: 15px; }
.form-group label { display: block; font-size: 12px; margin-bottom: 5px; opacity: 0.8; font-weight: 600; }
.modal-input { width: 100%; padding: 8px; border-radius: 6px; border: 1px solid var(--border-color); background: var(--input-bg); color: var(--text-color); box-sizing: border-box; }
.full-width { grid-column: span 2; }
.btn-primary { background: var(--accent); color: white; border: none; padding: 8px 16px; border-radius: 6px; cursor: pointer; font-size: 13px; font-weight: 600; }
.btn-cancel { background: transparent; border: 1px solid var(--border-color); color: var(--text-color); padding: 8px 16px; border-radius: 6px; cursor: pointer; font-size: 13px; }
.btn-delete { background: #ef4444; color: white; border: none; padding: 8px 16px; border-radius: 6px; cursor: pointer; font-size: 13px; }
.persona-list-display { margin-top: 15px; max-height: 150px; overflow-y: auto; border-top: 1px solid var(--border-color); padding-top: 10px; }
.persona-item { display: flex; justify-content: space-between; align-items: center; padding: 8px; border-bottom: 1px solid var(--border-color); font-size: 13px; cursor: pointer; }
.persona-item:hover { background-color: var(--hover-color); }
/* HISTORY LIST */
.history-list { flex: 1; overflow-y: auto; margin-top: 15px; padding-right: 5px; min-height: 0; }
.history-list::-webkit-scrollbar { width: 4px; }
.history-list::-webkit-scrollbar-thumb { background: var(--border-color); border-radius: 4px; }
.history-item { padding: 10px; border-radius: 6px; cursor: pointer; font-size: 13px; margin-bottom: 2px; color: var(--text-color); opacity: 0.8; transition: 0.2s; display: flex; justify-content: space-between; align-items: center; white-space: nowrap; overflow: hidden; text-overflow: ellipsis; }
.history-item:hover, .history-item.active { background-color: var(--hover-color); opacity: 1; }
.history-item span { overflow: hidden; text-overflow: ellipsis; }
.delete-btn-wrapper { display: flex; align-items: center; justify-content: center; padding: 4px; border-radius: 4px; opacity: 0; transition: 0.2s; margin-left: 5px; }
.history-item:hover .delete-btn-wrapper { opacity: 1; }
.delete-btn-wrapper:hover { background-color: rgba(255, 50, 50, 0.1); color: #ff4444; }
.delete-icon { width: 12px; height: 12px; }
.sidebar-footer { margin-top: auto; padding-top: 10px; border-top: 1px solid var(--border-color); }
.credits-text { font-size: 10px; margin-bottom: 10px; opacity: 0.6; text-align: left; line-height: 1.4; }
.status-loading { color: #f59e0b; animation: pulse 1.5s infinite; font-weight: 600; }
.status-online { color: #10b981; font-weight: 600; }
.welcome-screen { position: absolute; top: 50%; left: 50%; transform: translate(-50%, -50%); text-align: center; opacity: 0.6; }
.large-logo { width: 72px; height: 72px; margin-bottom: 20px; filter: grayscale(100%); opacity: 0.3; }
.hidden { display: none !important; } |