metadata

license: apache-2.0
widget:
  - text: My name is El Microondas the Wise, and
    example_title: El Microondas
  - text: Kennesaw State University is a public
    example_title: Kennesaw State University
  - text: >-
      Bungie Studios is an American video game developer. They are most famous
      for developing the award winning Halo series of video games. They also
      made Destiny. The studio was founded
    example_title: Bungie
  - text: The Mona Lisa is a world-renowned painting created by
    example_title: Mona Lisa
  - text: >-
      The Harry Potter series, written by J.K. Rowling, begins with the book
      titled
    example_title: Harry Potter Series
  - text: >-
      Question: I have cities, but no houses. I have mountains, but no trees. I
      have water, but no fish. What am I?

      Answer:
    example_title: Riddle
  - text: The process of photosynthesis involves the conversion of
    example_title: Photosynthesis
  - text: >-
      Jane went to the store to buy some groceries. She picked up apples,
      oranges, and a loaf of bread. When she got home, she realized she forgot
    example_title: Story Continuation
  - text: >-
      Problem 2: If a train leaves Station A at 9:00 AM and travels at 60 mph,
      and another train leaves Station B at 10:00 AM and travels at 80 mph, when
      will they meet if the distance between the stations is 300 miles?

      To determine
    example_title: Math Problem
  - text: In the context of computer programming, an algorithm is
    example_title: Algorithm Definition

Mixsmol-4x400M-v0.1 by Ontocord

This is the third checkpoint (Epoch 3) of Mixsmol-4x400M-v0.1 Note that this is an experimental in data mixing. Therefore, we only trained the model on 50B tokens (95% English and 5% Vietnamese) to test the following:

Reasoining capabilities through high-quality synthetic textbooks data pretraining
Crosslingual understanding through machine translation and multilingual + multiple tasks pretraining

After verifying our hypothesis with this run, we will schedule a second run on bigger data and compute for it to achieve its maximum capability.

Data

Synthetic Textbooks: 8M samples
RefinedWeb: 1M samples
RedPajama-v2: 500K samples
MathPile: Everything
ThePile: MiniPile Subset
GoodWiki
The Stack Smol XL
The Vault: train_small split
Instruction Pretraining: 250k samples