Fine-tuned Qwen2.5-7B on 100 films for probabilistic story graphs
Hi HN, I'm a computer systems engineering student in Mexico who switched from film school. I built CineGraphs because my filmmaker friends and I kept hitting the same wall—we'd have a vague idea for a film but no structured way to explore where it could go. Every AI writing tool we tried output generic, formulaic slop. I didn't want to build another ChatGPT wrapper, so I went a different route. The idea is simple: you input a rough concept, and the tool generates branching narrative paths visualized as a graph. You can sculpt those branches into a structured screenplay format and export to…
Fine-tuned Qwen2.5-7B on 100 films for probabilistic story graphs launched on February 8, 2026 with 101 votes, #355 of 16,627 launches that month and more than 95% of that year's launches. The site was not reachable when checked in September 2026.
In plain words
CineGraphs is a screenwriting tool that uses a fine-tuned AI model trained on 100 films to help writers explore narrative possibilities. Users input a film concept, and the tool generates branching story paths displayed as an interactive graph. Writers can then refine these branches into structured screenplay format and export to Fountain for use in professional screenwriting software. Designed for filmmakers seeking alternatives to generic AI writing tools, it emphasizes cinematic storytelling structure over formulaic output.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
Hi HN, I'm a computer systems engineering student in Mexico who switched from film school. I built CineGraphs because my filmmaker friends and I kept hitting the same wall—we'd have a vague idea for a film but no structured way to explore where it could go. Every AI writing tool we tried output generic, formulaic…
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