@huggingface/tasks/dist/commonjs/tasks/text-generation/data.js

List of ML tasks for huggingface.co/tasks

"use strict";
Object.defineProperty(exports, "__esModule", { value: true });
const taskData = {
    datasets: [
        {
            description: "Multilingual dataset used to evaluate text generation models.",
            id: "CohereForAI/Global-MMLU",
        },
        {
            description: "High quality multilingual data used to train text-generation models.",
            id: "HuggingFaceFW/fineweb-2",
        },
        {
            description: "Truly open-source, curated and cleaned dialogue dataset.",
            id: "HuggingFaceH4/ultrachat_200k",
        },
        {
            description: "A reasoning dataset.",
            id: "open-r1/OpenThoughts-114k-math",
        },
        {
            description: "A multilingual instruction dataset with preference ratings on responses.",
            id: "allenai/tulu-3-sft-mixture",
        },
        {
            description: "A large synthetic dataset for alignment of text generation models.",
            id: "HuggingFaceTB/smoltalk",
        },
        {
            description: "A dataset made for training text generation models solving math questions.",
            id: "HuggingFaceTB/finemath",
        },
    ],
    demo: {
        inputs: [
            {
                label: "Input",
                content: "Once upon a time,",
                type: "text",
            },
        ],
        outputs: [
            {
                label: "Output",
                content: "Once upon a time, we knew that our ancestors were on the verge of extinction. The great explorers and poets of the Old World, from Alexander the Great to Chaucer, are dead and gone. A good many of our ancient explorers and poets have",
                type: "text",
            },
        ],
    },
    metrics: [
        {
            description: "Cross Entropy is a metric that calculates the difference between two probability distributions. Each probability distribution is the distribution of predicted words",
            id: "Cross Entropy",
        },
        {
            description: "The Perplexity metric is the exponential of the cross-entropy loss. It evaluates the probabilities assigned to the next word by the model. Lower perplexity indicates better performance",
            id: "Perplexity",
        },
    ],
    models: [
        { description: "A text-generation model trained to follow instructions.", id: "google/gemma-2-2b-it" },
        {
            description: "Powerful text generation model for coding.",
            id: "Qwen/Qwen3-Coder-480B-A35B-Instruct",
        },
        {
            description: "Great text generation model with top-notch tool calling capabilities.",
            id: "openai/gpt-oss-120b",
        },
        {
            description: "Powerful text generation model.",
            id: "zai-org/GLM-4.5",
        },
        {
            description: "A powerful small model with reasoning capabilities.",
            id: "Qwen/Qwen3-4B-Thinking-2507",
        },
        {
            description: "Strong conversational model that supports very long instructions.",
            id: "Qwen/Qwen2.5-7B-Instruct-1M",
        },
        {
            description: "Text generation model used to write code.",
            id: "Qwen/Qwen2.5-Coder-32B-Instruct",
        },
        {
            description: "Powerful reasoning based open large language model.",
            id: "deepseek-ai/DeepSeek-R1",
        },
    ],
    spaces: [
        {
            description: "An application that writes and executes code from text instructions and supports many models.",
            id: "akhaliq/anycoder",
        },
        {
            description: "An application that builds websites from natural language prompts.",
            id: "enzostvs/deepsite",
        },
        {
            description: "A leaderboard for comparing chain-of-thought performance of models.",
            id: "logikon/open_cot_leaderboard",
        },
        {
            description: "An text generation based application based on a very powerful LLaMA2 model.",
            id: "ysharma/Explore_llamav2_with_TGI",
        },
        {
            description: "An text generation based application to converse with Zephyr model.",
            id: "HuggingFaceH4/zephyr-chat",
        },
        {
            description: "A leaderboard that ranks text generation models based on blind votes from people.",
            id: "lmsys/chatbot-arena-leaderboard",
        },
        {
            description: "An chatbot to converse with a very powerful text generation model.",
            id: "mlabonne/phixtral-chat",
        },
    ],
    summary: "Generating text is the task of generating new text given another text. These models can, for example, fill in incomplete text or paraphrase.",
    widgetModels: ["mistralai/Mistral-Nemo-Instruct-2407"],
    youtubeId: "e9gNEAlsOvU",
};
exports.default = taskData;