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Характеристики

Контекст
32 768 токенов
Параметры
7,1 млрд
Лицензия
Apache 2.0
Архитектура
mixtral · MoE
Библиотека
transformers
Опубликована
19 фев 2024

Franken-MoE-18B-v0.1

Генерация текстаТекст → текст5 профессий

Модель Mixtral с архитектурой MoE для генерации текста и ответов на запросы, в том числе об использовании Docker.

78скачиваний за 30 дней2лайкавеса обновлены20 фев 2024

Бенчмарки

Как модель справилась с задачами пользователей ailist и что о ней публикуют открытые лидерборды

Тесты пользователейпока нет

Никто ещё не опубликовал тест этой модели. Соберите бенчмарк из своих задач — результат появится здесь.

  1. Добавьте модель в бенчмарк

    Вместе с другими моделями категории «Текст» — сравнение идёт внутри одной категории.

  2. Опишите свои задачи

    Напишите запросы, при необходимости приложите файлы и эталонные ответы.

  3. Запустите и опубликуйте

    Модели ответят на каждую задачу, судья оценит ответы. Опубликованный результат появится на этой странице.

Публичные оценки

Из открытых лидербордов. Сравнивайте результаты одного теста при одинаковых условиях — отсутствие оценки не значит, что модель хуже.

В подключённых источниках результатов для этой модели пока нет.

Что умеет модель

Описание составлено по карточке модели и метаданным Hugging Face

MaziyarPanahi/Franken-MoE-18B-v0.1 — языковая модель семейства Mixtral с архитектурой смеси экспертов (MoE), представленная в формате Safetensors и предназначенная для генерации текста. Карточка приводит пример запроса о плюсах и минусах Docker, поэтому модель можно использовать для ответов на вопросы и объяснений на эту тему.

Метаданные указывают 7,1 млрд параметров, контекст до 32 768 токенов и лицензию Apache-2.0. Карточка не уточняет языки обучения или оценки качества, поэтому пример про Docker не подтверждает особую специализацию модели в программировании или поддержку конкретных языков.

Сценарии применения

  • генерация ответов на текстовые запросы
  • объяснение плюсов и минусов Docker
  • подготовка текстовых пояснений по техническим вопросам

Ограничения

В README приведён только один пример запроса; сведений об оценке качества и поддерживаемых языках нет.

Для каких профессий подходит5

Разделы каталога профессий, в задачах которых используется эта модель

Все профессии

Также подходит для

Карточка модели

README от автора на Hugging Face, как он его опубликовал

Открыть на Hugging Face

Examples

describe about pros and cons of docker system.

Answer:
Docker is an open-source platform for developing, shipping, and running applications within containers. It offers several advantages and disadvantages, which we will discuss below:

Pros (Advantages) of Docker System:
1. Isolation: Each container runs in its own isolated environment with its own operating system, libraries, and dependencies. This ensures better security and stability by preventing conflicts between different application requirements.
2. Portability: Docker images can be easily shared across various platforms and environments due to their standardized format. Developers can work on their code locally and deploy it seamlessly to production without worrying much about compatibility issues.
3. Resource Efficiency: Containers use fewer resources compared to traditional virtual machines since they share the host OS kernel. This results in faster startup times and lower memory consumption.
4. Automation & Scaling: Docker provides tools like Docker Compose and Kubernetes for managing multi-container applications. These tools enable easy automation of deployment, scaling, and management tasks.
5. Version Control: Docker integrates well with version control systems such as Git. Developers can track changes made to their applications over time and roll back to previous versions if needed.

Cons (Disadvantages) of Docker System:
1. Learning Curve: Docker has a steep learning curve, especially for those new to containerization technology. Understanding concepts like images, containers, volumes, and networks may take some time.
2. Complexity: Managing multiple containers and their interdependencies can become complex, particularly when dealing with large-scale applications. Proper monitoring and logging solutions must be implemented to maintain visibility into the system.
3. Security Concerns: While isolation helps improve security, there are still potential vulnerabilities related to misconfigurations or outdated base images. Regularly updating and patching images is essential to minimize risks.
4. Dependency Management: Maintaining and updating dependencies within containers can be challenging. Developers need to keep track of package updates and ensure that all components remain compatible.
5. Limited Persistence: By default, data stored inside a container is lost once it is stopped or removed. To address this issue, external storage solutions like volumes or bind mounts must be used. However, these add complexity to the setup.</s>

Hi, I need to get from New York to Los Angeles. Can you help me with that?

{
 "tool_call": {
   "arguments": {"origin": "New York", "destination": "Los Angeles"},
   "name": "get_directions"
 }
}</s>

There are three killers in a room. Someone enters the room and kills one of them. Nobody leaves the room. How many killers are left in the room? Explain your reasoning step by step.

One person enters the room and kills one of the killers. This means that now there are only 2 remaining killers from the initial 3. The number of people (killers) in the room has decreased by 1 after someone entered and killed another. So, there are 2 killers left in the room.</s>

Wrong, should be 3.

Mark is faster than Mary , Mary is faster than Joe. Is Joe faster than Mark? Let's think step by step

To solve this problem, we need to compare the relative speeds of three people: Mark, Mary, and Joe. We are given two comparisons between them.

1. Mark is faster than Mary
2. Mary is faster than Joe

Now let's analyze these statements:

If Mark is faster than Mary (statement 1), then it means that when they race each other, Mark will finish before Mary.

And if Mary is faster than Joe (statement 2), then it implies that when Mary races with Joe, she finishes before him.

However, none of these statements directly tell us about the speed comparison between Joe and Mark. To determine who is faster between them, we can use a process of elimination based on our given information.

Since Mary is slower than Mark but faster than Joe, there must be someone in between their speeds. In this case, that person is Mary. So, logically, Joe should be slower than both Mark and Mary. Therefore, we can conclude that **Joe is not faster than Mark**.</s>

If I lay 2 wet shirts out in the sun flat on the ground to dry and it takes 5 hours until they are dry, how long would it take to dry 4 shirts of the same type that way simultanously?

If one wet shirt needs 5 hours to dry when laid flat in the sun, then we can assume all shirts have a similar drying rate. Since we're increasing the number of shirts from 2 to 4 but keeping other conditions the same, we can expect the drying time to roughly double due to having twice as many items to dry simultaneously.

So, for 4 shirts, it might take approximately 5 * 2 = 10 hours to dry them in the same conditions. However, this is an estimation and actual results may vary depending on factors like airflow, humidity, and the thickness or material of the shirts.</s>

Wrong, should be the same.

Как запустить

На своей GPU в ailist. Цена — по текущим предложениям провайдеров

GPU в ailist

Универсальный рантайм · transformers

Можно запустить

Подбираем GPU…

Класс архитектуры
MixtralForCausalLM
Ревизия весов
a64d069

0 моделей