Guilherme34/Firefly-V3

Hugging Face
TEXT GENERATIONConcurrent Unit Cost:1Model Size:3.2BQuant:BF16Context Size:32kTool Calling:SupportedPublished:Feb 15, 2026Architecture:Transformer0.0K Featherless Exclusive Warm

Guilherme34/Firefly-V3 is a heavily refined language model built from a merge foundation, specifically optimized for roleplay-first applications. It undergoes additional training and fine-tuning to enhance character presence, natural dialogue, and scene flow. This model excels at immersive character interaction, storytelling, and creative writing, making it ideal for long-form roleplay conversations.

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What is Firefly-V3?

Firefly-V3, developed by Guilherme34, is a highly refined language model primarily focused on roleplay. It originates from a merge foundation, including Guilherme34/Firefly-V2.5 and SicariusSicariiStuff/Impish_LLAMA_3B, but its distinct capabilities come from extensive additional training and fine-tuning applied afterward.

Key Capabilities

  • Roleplay-First Design: Engineered for immersive character interaction, emotional pacing, and scene continuity.
  • Enhanced Character Presence: Delivers more distinct, expressive, and consistent character behavior across extended chats.
  • Creative Writing: Strong performance in generating prose, atmosphere, dialogue, and character descriptions for interactive fiction.
  • Long-Form Conversations: Optimized for handling extended roleplay scenarios with improved pacing and continuity.

What makes Firefly-V3 different?

Unlike raw merges, Firefly-V3's final behavior is shaped by post-merge training and refinement, specifically targeting roleplay quality. This process focuses on improving character voice, response style, and dialogue quality, making it Guilherme34's strongest roleplay model to date.

Best For

  • Roleplay chats and character-driven conversations
  • Creating character cards with personality and scene memory
  • Creative writing, including narration, dialogue, and atmosphere
  • Long scenes requiring consistent pacing and continuity

Disclaimer: This model is uncensored and will generate content without built-in refusals. It is intended for creative fiction and roleplay between consenting adults. The creator is not responsible for how the model is used.

Finetunes
6 models