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September 10, 2025 · Together AI

Fine-tuning supports any CausalLM under 100B parameters from Hugging Face Hub

  • Fine-tune any \< 100B parameter CausalLM from Hugging Face Hub.
  • Support for DPO variants such as LN-DPO, DPO+NLL, and SimPO.
  • Support fine-tuning with maximum batch size.
  • Public fine-tunes/models/limits and fine-tunes/models/supported endpoints.
  • Automatic filtering of sequences with no trainable tokens (e.g., if a sequence prompt is longer than the model's context length, the completion is pushed outside the window).

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