Token Calculator.AI Chat API vs OfflineLLM

Token Calculator App This application calculates the number of tokens consumed by the AI Chat API. The number of tokens for all "roles" (role:system , role:user , role:assistant) can be calculated! Japanese/English is supported. It can also be used to calculate tokens for Japanese kanji, katakana and hiragana. With this application, you can calculate the number of tokens for each role and the total number of tokens for each role respectively. 1. used to calculate the number of tokens for personality or character prompts (role:system) 2. used to calculate the number of tokens of text the user wants to send to Chat API. (role:user) 3. used to calculate the number of tokens for a user's saved interaction with AI Chat API. (role:assistant) The Token Count Calculator app is a handy tool that uses AI Chat API to easily calculate the token count for a given text. A token count is a unit in the language model of text and refers to a sequence of letters, words, punctuation, etc. The Token Count Calculator application provides a simple user interface and is intuitive. Users simply enter text in the text box, click the calculate button, and the token count is instantly displayed. The app is developed based on AI Chat API specification and provides an approximation of the token count calculation. It provides users with a rough estimate of the token count to help them optimize the use of their resources. Use the Token Count Calculator app to manage your AI Chat API token count and optimize your resources. ■About role 1. role:system This is used when you want to give a role to AI Chat. Generally, put personality prompt. Generally, AI Chat responds according to the role you set in role:system. For example, suppose you fill out the following ``Example. @Personality. *The second person indicating User is a senior. *ChatBot's name is Akari. *Akari's tone is abusive and arrogant. ```` If you set it up like this, when you ask AI Chat his name, he will reply, "I am Akari, senpai." it will reply, "I am Akari, senpai. And AI Chat will text back in a rough and pompous tone. 2. role:user Enter the text that the user wants to send to AI Chat. The AI Chat website sends this part of the text. Example: "Tell me the weather for tomorrow. 3. role:assistant Use this if you want to save the response between the user and AI Chat. Not necessary if you do not want to save the response; necessary if you expect AI Chat to include previous responses. Enter what the user has previously entered and the response. ``Example. Tell me the weather tomorrow. Tomorrow will be sunny. Tell me the weather the day after tomorrow. ```` These are the explanations of the ROLEs. It automatically calculates the number of tokens for each text entered in each role. It also calculates the total number of tokens. So you will be able to concentrate on your text. ■Use Cases 1. managing the number of tokens in AI Chat API When using the AI Chat API to generate texts, API usage limits and billing plans are usually based on the number of text tokens sent to the API. Using this app, you can pre-calculate the number of tokens for the text you are generating and get a rough idea of the number of tokens information. 2. for those developing AI Chat applications If you are developing a service using AI Chat, you will need to save on the number of tokens because the cost is based on the tokens. You can use it to quickly get an estimate of the number of tokens. 3. those who want to know the number of tokens for each role Currently, there is no content that allows you to find out the number of tokens for each role. With this application, you can check the number of tokens for each role at once. ■About this app This app is not AI Chat itself, but an app to calculate the approximate number of tokens consumed when using AI Chat's API. ■licence Animated Chatbot copyright : basilt (Licensed under CC By4.0) https://rive.app/community/3541-7421-animated-chatbot/

OfflineLLM uses a custom execution engine for LLMs, optimised specifically for Apple Silicon on iPhone, iPad, Mac and Vision Pro. Using the full power of Metal 3, OfflineLLM is able to run faster on consumer devices than apps based on llama.cpp and MLC. Welcome to AI chatbots that can be used without the risk of compromising confidential and sensitive data. For the first time, you can have personal GPT assistants running privately on your device without an Internet connection. No data is ever sent to the cloud. Your conversations never leave your device. Continue using your AI chatbots when in Airplane mode. Chat directly with the LLM that powers Apple Intelligence! Experience multi-modal vision models like never before on the iPhone. Send images to your offline AI chatbots. Further enhance your AI chatbots using RAG (Retrieval Augmented Generation) to integrate your own documents and files into your LLMs. Beginner mode allows novices to step into the world of LLMs and AI chatbots. Advanced mode allows experts to configure every parameter of the LLM execution engine. Interact with Offline LLM, anywhere and on any device. Extend the app with system Shortcuts, Automations and Widgets. Have other tools? Use our OpenAI-compatible API to integrate with other systems. Use state-of-the-art AI models, such as DeepSeek, Llama or Gemma to privately answer any questions you may have. Offline LLM supports any GGUF model, including: - GPT-OSS - DeepSeek - Llama - Gemma - Phi - Mistral - ORCA - MobileVLM - StableLM - Code Llama - VisionLlama - TinyLlama - OpenHermes - WizardLM - RWKV Whether you are getting ready for an important presentation, a copywriter looking for a clever turn of phrase, or a student needing to summarise a large article of text for an essay, an AI chatbot can help you. Offline LLM can be your personal AI assistant. AI Writing Assistant: Get personalised help from your AI chatbot. Draft anything from emails and speeches to lyrics and poems. Grammar and Spelling Checker: Using the fastest GPT on the App Store, quickly check and correct your grammar, spelling and function. Professional Proofreading and Rewriting: Use AI to proofread and rewrite your text to make it more engaging, coherent and professional. Summarise Text: Let your personalised AI assistant read large articles of text and summarise them neatly and concisely so that you can quickly understand large chunks of information in record time. Personal Tutor: Learn any concept quickly and easily. Ask your GPT tutor to explain any concept for you to learn in record time. Tackle homework and assignments with ease and get top marks. Coding Assistant: Your personalised AI coding assistant. Get help programming in any language, including Python, JavaScript, TypeScript, Java, Swift, Kotlin, PHP, Go, C/C++, Haskell, Perl, Ruby, Rust, C# and more. Write efficient and reliable production code in record time with the help of AI. Learn Languages: Learn any language with the help of a fluent AI chatbot. Master any language in record time. Ultimate Creativity Expert: Get instant creativity at your fingertips with the help of an AI creative. Impress others with your newfound creativity. AI Friend: Chat with a companion 24/7 with access to an AI chatbot. Quick answers in real-time to all of your messages. No more being left on blue ticks. Gourmet Chef: Get delicious food recipes and meal inspiration from an AI expert. Offline LLM can run a variety of models, which are capable of running on a range of devices. Performance on devices will vary and depend on the model selected. More advanced models are optimized for powerful Macs and iPads and will struggle to run on older iPhones. To successfully run a model, your device must have more VRAM than the model you choose to use. Large language models perform differently for each question asked; some questions will run significantly quicker or slower than others.