Showing posts with label Large Learning Model. Show all posts
Showing posts with label Large Learning Model. Show all posts

December 14, 2023

How to Use Mixtral-8x7B AI Model? New Mistral AI Model

Mistral AI has released the latest AI model known as "Mixtral-8x7B." Users can test the demo to get their hands on Mixtral-8x7B.

During recent tests, Mixtral-8x7B has outranked other AI tools in popular AI benchmarks. The current model is superior to previous Mistral AI models. It works better with different datasets.

How to Use Mixtral-8x7B aI Model, New Mistral AI Model: eAskme
How to Use Mixtral-8x7B AI Model, New Mistral AI Model: eAskme

Mixtral-8x7B demos are also available on multiple platforms, such as:

  • Perplexity
  • Vercel
  • Replicate
  • Poe

Mixtral-8x7B:

After the launch of Mistral 7B, now Mistral AI is coming with new model.

With the launch of Mixtral-8x7B, MistralAI has given tough competition to competitors. Mixtral 8x7B is performing better than available AI models. Its performance is now being used as an AI technology benchmark.

With quick response, better performance, and faster results, Mixtral-8x7B is beating the other AIs.

Mixtral-8x7B: Explained!

HuggingFace released the model card for Mixtral-8x7B. It is using Apache 2.0.

Here are the notable features of Mixtral-8x7B:

  • Multiple language support includes English, German, French, Spanish, Italian, etc.
  • Mixtral-8x7B can handle up to 32 thousand tokens.
  • Excellent Code generation performance.
  • Scored 8.3 on MTBench

According to the Mistral AI website, Mixtral is for AI experts. It is a massive quality sparse mixture-of-expert.

Mixtral-8x7B Performance:

Mistral's new Mixtral-8x7B is excellent in creating better text with impressive understanding. This makes it the best tool for communication tasks.

Recent reports show that Mixtral-8x7B matches GPT 3.5 and outranks Llama 2 70B.

Mixtral, Llama 2 family and the GPT3.5 benchmarks: eAskme


Mixtral-8x7B displayed better results than Lalama 2 t0B during BBQ and Bold tests.

Mistral AI has also launched Mixtral-8x7B Instruct to follow instructions. Mixtral 8x7B Instruct has scored 8.30 on the MT-bench.

You can get early access to Mixtral on the Mistral AI platform.

How to Use and Test Mixtral-8x7B?

There are 4 demos available where you can test Mixtral-8x7B. It is easy to try and find out how Mixtral-8x7B competes with other models like CPT4.

Here are the 4 platforms where you can test Mixtral-8x7B.

Perplexity Labs:

https://labs.perplexity.ai/ is the site where you can test the performance of Mixtral-8x7B the same way you may have tried Llama 2 and Mistral-7B.

POE:

https://poe.com/Mixtral-8x7B-Chat is another platform to test Mixtral-8x7B.

You can not only test the latest Mixtral model but also test other AI models such as:

  • Mixtral-8x7B
  • GPT-4
  • PaLM 2
  • Lalama 2 and Code Lalama
  • StableDiffusionXL
  • Dall E-3
  • Claude-Instant and Claude-2

You can generate text, images, and codes.

Vercel AI:

https://sdk.vercel.ai/ is also the platform to test the Mixtral-8x7B model. You can also test OpenAI models, Antropic models, Meta AI models, and Cohere.

Replicate:

https://replicate.com/nateraw/mixtral-8x7b-32kseqlen is the page to test Mixtral-8x7B.

Mistral AI Beta Access to Mixtral-8x7B:

https://mistral.ai/news/la-plateforme/ also allow you to test Mixtral-8x7B with beta access.

Here is what you must know:

  • Mistral-Tiny: It is a Mistral 7B Instruct v0.2.
  • Mistral-Small: It runs on Mixtral 8x7B.
  • Mistral-Medium: It runs on prototype models.

You can register for API access.

Conclusion:

The Mixtral 8x7B release is setting new benchmarks for open-source generative AI models. With its versatile features and excellent performance, Mistral is grabbing the AI community's and developers' attention.

Yet, it is expected to get wrong or misleading answers from generative AIs like Mixtral 8x7B.

AI models are still in development, and it will be good to see when we will have our hands on perfect models.

Stay tuned to know more.

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November 08, 2023

Google Gemini: What You Must Know?

What is Google Gemini? Is it Different than Google Bard? Is Gemini Google’s upcoming AI technology?

Find out the answers today!

Google is trying everything to compete with OpenAI’s generative AI technology, ChatGPT. First, they launched Google Bard, and now the company is coming up with another technology known as Google Gemini.

Google Deepmind is working on the development of Google Gemini, which is a LLM (Large Language Model). In the beginning, only selected brands could access Gemini to test and analyze.

Google Gemini:

Google Gemini Large Learning model LLM, What is it? How to use it? When it will launch? Who will have access?: eAskme
Google Gemini Large Learning model LLM, What is it? How to use it? When it will launch? Who will have access?: eAskme

In May 2023, Google talked about Gemini at the Google I/O developer conference. Sundar Pichai told us that Gemini (Large Language Model) is under development. Google’s Deepmind and Brain Team are working together to create an immersive AI to compete with ChatGPT and Other generative AI tools.

Google is working in secrecy to develop Gemini so we can share the details that are revealed during expert interviews and reports.

Google Gemini Multimodal:

According to Sundar Pichai, Google CEO, Google is clubbing language learning model capabilities with Deepmind’s Alpha Go System.

The foundation of Gemini is to become a multimodal that works with different data types such as images, text, etc. The reason behind Google’s new path is to make the AI capable of handling natural conversations.

Google CEO also said that Gemini or future AIs can handle reasoning, planning, and memory capabilities.

Gemini API and Tools:

Jefferey Dean has revealed that Gemini is a next-gen multimodal model. Gemini will use Google’s AI infrastructure known as Pathways. New AI will scale to train on multiple datasets.

With this information, I predict that Gemini will have the biggest Large learning model dataset that will surely exceed that GPT-3.

Gemini Capabilities and Sizes:

Deepmind CEO Demis Hassabis said that Gemini will adopt new capabilities like tree search and reinforcement learning from AlphaGo. It will improve Gemini’s problem-solving and reasoning capabilities.

He also revealed that Gemini will have different sizes and capabilities.

Hassabis also said that Gemini will use memory and have fact-checking capabilities. With reinforcement learning, Google’s new AI will have better accuracy over other AI tools.

Gemini’s Early Results are Positive:

Hassabis has told Time that Gemini will have innovative and scaling capabilities.

Memory and planning will help Gemini to improve and scale. Google’s Gemini can also use retrieval methods to get word-to-word or complete information with fact-check accuracy. Early results are positive.
Gemini will be like Flamingo.

Personal Assistant or Advance Chatbot:

Pichai has told Wired that Bard is not the end of the game. AI will enhance and will be more capable in the future.

Gemini and other AIs will become the necessary personal assistants to help you in daily life, such as at home, travel, in the office, etc.

Gemini will understand both images and text.

OpenAI and Elon Musk’s Vie about Google Gemini:

Sam Altman from OpenAI has tweeted that Google has asked its semi analysis guy to publish the early result or marketing chart.

Elon Musk has also asked if the numbers are wrong.

Early Access:

Google will let developers and some selected companies access and test the capabilities of Google Gemini.

The Gemini Beta release will help Google to get early reviews and improve the AI.

Meta is also Working on a Large Learning model:

Not only Google but Meta is also working on developing an effective LLM to compete with OpenAI.

Meta has also announced Llama 2, which is an open-source AI model.

Conclusion:

Google Gemini’s countdown has started.

Google’s new LLM will have better capabilities and features. It will be available in different sizes.

If Gemini works according to what Google has promised, then it will change the AI landscape. We also hope for a better but responsible AI from Google.

These details came out after the tech meeting of CEOs with US Senate members, where they discussed the future of AI.

Still have any question, do share via comments.

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September 30, 2023

Mistral AI Launched Mistral 7B an Open-Source LLM: How to Use It?

Mistral AI has made open-source AI possible and accessible for you. Mistral 7B is an open-source large language model that you can download for free. You can even chat with Mistral 7B for free.

Mistral 7B is a 7-billion-parameter open-source large language model.

Mistral AI startup company has shocked the generative AI world with the launch of an open-source large language model. The company is set to make Mistral 7B the first and biggest open-source AI for users.

Here is everything that you should know and do with Mistral 7B.

What is Mistral 7B?

Mistral AI Launched Mistral 7B, an Open-Source LLM for You: eAskme
Mistral AI Launched Mistral 7B, an Open-Source LLM for You: eAskme

Generative AIs like Chatgpt, Bard, and Bing Chat have control over their large language model. Bit Mistral AI has launched a free open-source LLM for AI enthusiasts, developers, and users.

Mistral believes in Community AI, which is openly available for all.

According to the company, open-source AI has a better future than completely controlled AI.

Mistral 7B is the first AI product from Mistral AI company. You can find the raw model of Mistral 7B AI on Hugging Face and BitTorrent. They have also collaborated with NVIDIA GPS.

With Mistral AI, you can do specific tasks with better adaptability and customization.

It will help businesses create low-cost AI tools with the help of Mistral 7B AI. It will also easily deal with ethical AI challenges to avoid bias and censorship.

How to use Mistral 7B AI for free?

3 Ways to access Mistral 7B AI are here:

  1. Visit his link magnet:?xt=urn:btih:208b101a0f51514ecf285885a8b0f6fb1a1e4d7d&dn=mistral-7B-v0.1&tr=udp%3A%2F%http://2Ftracker.opentrackr.org%3A1337%2Fannounce&tr=https%3A%2F%http://2Ftracker1.520.jp%3A443%2Fannounce RELEASE ab979f50d7d406ab8d0b07d09806c72c
  2. Download Mistral 7B from here. Mistral 7B user documentation is available on Hugging Face and Gitbub.
  3. You can also chat with Mistral 7B on Perplexity Labs.

Mistral AI and Seed Funding:

Mistral AI first made headlines when the company received $113 million in funding from Lightspeed Venture Partners and many other investors. This investment has boosted the confidence of investors in open-source AI.

Mistral's AI development team is full of machine learning engineers, data scientists, and software engineers from Hugging Face, Met, DeepMind, and more.

Pitch Deck has reported that Mistral AI is committed to developing an AI model better than ChatGPT by 2024.
It is expected that soon, we will see more open-source AI models and tools from Mistral AI.

Will France Become the Leader in AI development?

The French President has displayed his support for French AI startups. He is planning to support AI developers and projects in France.

It is also observed that Most developers behind Llama AI are from France.

Open-Source AI and Future:

Open-source AI is needed to test and develop better AI tools.

Mistral 7B is a good start in this direction. You can easily customize and control data to create better AI for your business.

Conclusion:

Open-source AIs will help in solving the performance and ethical issues that we find in most popular generative AIs.

I am also open to a better future of AI and more open-source AI in the generative AI industry.

What do you think?

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