README.md

metadata

license: apache-2.0
language:
  - bg
  - cs
  - nl
  - en
  - fi
  - fr
  - de
  - el
  - it
  - pl
  - pt
  - es
  - sv
  - code
tags:
  - multilingual
  - base-model
  - transformer
  - decoder-only
  - LLM
  - smol
  - MiniLingua

MiniLingua-1b

MiniLingua-1b is a multilingual base language model with approximately 1 billion parameters, trained from scratch with a custom sentencepiece 128k token tokenizer supporting the following languages:

Bulgarian, Czech, Dutch, English, Finnish, French, German, Greek, Italian, Polish, Portuguese, Spanish, Swedish, and programming code.

Training Details

MiniLingua-1b was trained on a 1 trillion token corpus that includes:

• FineWeb-2
• The Stack
• Curated high-quality multilingual and code data from public sources

The model was trained for 1.5 epochs over 12 days on the LUMI supercomputer, using:

• 256 AMD MI250X GPUs
• bf16 precision
• Megatron-LM library
• Data parellelism

Intended Use

This model serves as a multilingual base LLM, suitable for instruction tuning, research, and language understanding tasks in low- and high-resource European languages.

License

Apache 2.0 — free for research and commercial use, subject to the terms.

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