Jmelfreich/MSFIT-9B-v8

VISIONConcurrent Unit Cost:1Model Size:9BQuant:FP8Context Size:32kTool Calling:SupportedPublished:Jul 25, 2026License:apache-2.0Architecture:Transformer0.0K Open Weights Featherless Exclusive Cold

Jmelfreich/MSFIT-9B-v8 is a 9 billion parameter model fine-tuned from Qwen/Qwen3.5-9B, specifically designed for generating commercial (TV/online ad) scripts. It excels at producing production-ready scripts in a strict three-section format (Setting, Characters, Script) with cinematic prose, dialogue, visual action, and production cues. This model incorporates advanced reasoning, self-correction, and joke machinery, planning extensively before writing to ensure coherent and high-quality outputs for advertising and creative writing.

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MSFIT-9B v8: Commercial Script Writer

MSFIT-9B v8, developed by Jmelfreich, is a specialized 9 billion parameter model fine-tuned from Qwen/Qwen3.5-9B, designed to generate production-ready commercial scripts for TV and online ads. It produces scripts in a strict three-section format: Setting, Characters, and Script, complete with cinematic prose, bold character names, parenthetical delivery, dialogue, visual action, SFX, music cues, and supers.

Key Differentiators & Capabilities

  • Reasoning Before Writing: Incorporates a <think> block where it plans the entire creative process, including concept, beat drafting, timing, and super placement, before generating the script.
  • Trained Self-Correction: Features extensive self-correction mechanisms, trained on a catalog of common drafting mistakes, allowing it to identify and fix issues from minor adjustments to complete re-planning.
  • Joke Machinery: For comedic formats, the model explicitly plans joke mechanics, ensuring setups, escalations, and payoffs are coherent and effective.
  • Coherence-Audited Data: Trained on commercial scripts reconstructed from ads, with data audited for story coherence, dialogue flow, and payoff, leading to significantly improved output quality compared to previous versions.
  • Strict Parameter Adherence: Accurately honors creative parameters such as format, tone, structure, character count, production devices, and pre-approved supers, integrating them seamlessly into the script.

Use Cases

  • Commercial Script Generation: Ideal for creating original commercial scripts grounded in provided brand dossiers and campaign briefs.
  • Creative Advertising: Supports various formats (comedy, emotional, informative) and tones (humorous, dramatic, aspirational) for diverse advertising needs.
  • Structured Content Creation: Ensures output adheres to a specific structure, making it suitable for professional production workflows.