Downloads · 30 days
0
narrative-context-m2
suyashnpande/narrative-context-m2
narrative-context-m2 is a machine learning model from suyashnpande. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Transformer encoder (4L × 8H) over a 5-scene sliding window. Consumes scene embeddings from Module 1.
Access
Public
Updated Apr 8, 2026
Repo size
19.3 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pt9.7 MB · 100%
At a glance
- Access
- Public
- Created
- Apr 6, 2026
- Updated
- Apr 8, 2026
- SHA
- 44f0b6d9
Model card
From the Hugging Face model README
Narrative Context Module 2
Transformer encoder (4L × 8H) over a 5-scene sliding window. Consumes scene embeddings from Module 1.
Input
5-scene window [t-4 … t] (past + current only). Per-scene feature vector: 304-d (M1 embedding + metadata).
7 Cross-Scene Heads
| # | Head | Type | Output |
|---|---|---|---|
| 1 | scene_valence_continuous | regression | -1.0 to 1.0 |
| 2 | tension_level | regression | 1 to 10 |
| 3 | arousal_level | regression | 1 to 10 |
| 4 | emotional_shift_trigger | binary | True / False |
| 5 | narrative_arc_position | 5-class | Setup, Rising, Climax, Falling, Resolution |
| 6 | foreshadowing_type | 4-class | None, Foreshadow, Payoff, Echo |
| 7 | transition_type | 5-class | attacca, fade, segue, silence, cut |
- Languages
- en
- Created
- Apr 6, 2026
- Updated
- Apr 8, 2026