mixtral-8x22b-instruct-oh

Model Card for Fireworks Mixtral 8x22b Instruct OH

Fireworks Mixtral 8x22b Instruct OH is an instruct version of the latest MoE model from mistralai - 8x22b. This model was finetuned on ~10K entries from OpenHermes dataset by NousResearch. Huge shoutout to Teknium and the NousResearch team for this high-quality SFT dataset.

How to Get Started with the Model

Visit our Playground to try the model on a serverless platform, or access it via API. Fine-tune it using our guide.

The model uses Vicuna chat template:

USER: ...

ASSISTANT: ...

or:

SYSTEM: ...

USER: ...

ASSISTANT: ...

Training Data

To save training time, we sample & format 10K samples from OpenHermes 2.5 dataset. We perform reformatting so as to suit the vicuna chat template. Apart from that dataset is used as is.

Training Setup

The model was trained on 8xA100 [80G] using Deepspeed Zero 3. We had to fix an existing bug with deepspeed zero 3 where interaction between zero 3 & MoE causes training to get stuck.

Model Examination

<details Sample 1> <summary>Itinerary Question</summary> <code> SYSTEM: You are a helpful assistant. Please be kind, patient and truthful in answering the questions.

USER: Create a travel itinerary for the bahamas. Spare no detail.

ASSISTANT: Sure, I'd be happy to help you plan a trip to the Bahamas! Here's a detailed itinerary for your consideration:

Day 1: Arrival in Nassau

• Arrive at Lynden Pindling International Airport in Nassau, the capital city of the Bahamas.
• Check into your hotel or resort.
• Spend the afternoon exploring the city, visiting places like the Queen's Staircase, Fort Fincastle, and the Straw Market.
• Enjoy a delicious Bahamian dinner at one of the local restaurants.

Day 2: Nassau City Tour and Atlantis Resort

• Start your day with a guided city tour of Nassau, visiting historical sites like the Government House, Parliament Square, and the Pirates of Nassau Museum.
• In the afternoon, head to the famous Atlantis Resort on Paradise Island. Explore the resort's attractions, such as the Aquaventure Water Park, the Marine Habitat, and the casino.
• End the day with a relaxing dinner at one of the resort's restaurants.

Day 3: Exuma Cays Day Trip

• Take a day trip to the Exuma Cays, a group of over 365 islands and cays.
• Visit popular spots like the Swimming Pigs at Big Major Cay, the Thunderball Grotto (featured in the James Bond movie "Thunderball"), and the stunning sandbars.
• Enjoy a picnic lunch on one of the pristine beaches.
• Return to Nassau in the evening.

Day 4: Blue Lagoon Island and Beach Day

• Spend the morning at Blue Lagoon Island, a private island just a short boat ride from Nassau.
• Enjoy activities like swimming, snorkeling, kayaking, or simply relaxing on the beach.
• In the afternoon, head back to Nassau and spend some time at one of the city's beautiful beaches, such as Cable Beach or Junkanoo Beach.
• Have dinner at a local seafood restaurant.

Day 5: Departure

• Depending on your flight schedule, you may have some time to explore Nassau further or do some last-minute shopping before heading to the airport for your departure.

I hope this itinerary helps you plan your trip to the Bahamas! Let me know if you have any other questions or need further assistance. </code>

</details> <details Sample 2> <summary>QnA Question</summary> <code> SYSTEM: You are a helpful assistant. Please be kind, patient and truthful in answering the questions.

USER: What is the medical term for strong headache on one side of the head?

ASSISTANT: The medical term for a strong headache on one side of the head is called a migraine. </code>

</details> <details Sample 3> <summary>Knowledge Question</summary> <code> SYSTEM: You are a helpful assistant. Please be kind, patient and truthful in answering the questions.

USER: How can I get stock price of stripe?

ASSISTANT: Stripe is a private company and does not have publicly traded stock. Therefore, you cannot get the stock price for Stripe. </code>

</details>