uniqueplayer9102/Nora0.1-1.7B

TEXT GENERATIONPricing:Input $0.32 / Cached $0.064 / Output $1.6Concurrent Unit Cost:1Model Size:2BQuant:BF16Context Size:32kTool Calling:SupportedPublished:Oct 4, 2026License:apache-2.0Architecture:Transformer0.0K Open Weights Featherless Exclusive Cold

Nora0.1-1.7B by uniqueplayer9102 is a 1.7 billion parameter causal language model, fine-tuned from Qwen3-1.7B with a 32768 token context length. It is specifically optimized for roleplay and conversational memory, demonstrating significant improvements in narrative flow and multi-turn context retention compared to its base model. This model excels at generating engaging story and character interactions, making it suitable for creative writing and interactive narrative applications.

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Nora0.1-1.7B: A Roleplay-Optimized Language Model

Nora0.1-1.7B is a 1.7 billion parameter model, fine-tuned from the Qwen3-1.7B base, designed specifically for enhanced roleplay and conversational experiences. It leverages QLoRA with Unsloth for efficient training, resulting in a model that significantly improves narrative coherence and memory retention over its base.

Key Capabilities

  • Superior Narrative Flow: Achieves a perplexity of 11.59 on lambada_standard, a substantial improvement from 21.25, indicating better story and character consistency.
  • Enhanced Conversational Memory: Demonstrates an F1 score of 0.7788 on coqa, showing strong ability to retain context across multiple turns in a conversation.
  • Reasoning and Logic Retention: Improves reasoning benchmarks (arc_challenge and arc_easy) by +2.5% and +2.1% respectively, avoiding common catastrophic forgetting issues in roleplay fine-tunes.
  • Flexible Roleplay: Designed to work effectively with detailed system prompts for character cards and scenario setup, using the standard Qwen3 chat template.

Good For

  • Interactive Storytelling: Ideal for applications requiring dynamic and engaging narrative generation.
  • Character-driven Roleplay: Excels in scenarios where maintaining character persona and conversational history is crucial.
  • Creative Writing Assistance: Can be used to generate consistent and coherent dialogue and plot points for creative projects.
  • Adult-themed Content: Capable of producing romantic and sexual content, intended for adult users and characters, with minimal additional safeguards beyond the base model.

Finetunes
2 models