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README.md
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@@ -8,42 +8,5 @@ sdk_version: 6.0.2
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app_file: app.py
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pinned: false
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---
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## Alur Program (Flowchart)
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```mermaid
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graph TD
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A[Start: User Opens App] --> B{Select Tab}
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%% --- TAB 1: TRAINING ---
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B -->|Training| C1[/Input: CSV + Hyperparams/]
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subgraph Training Process
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C1 --> C2[Clean Data & Fill Missing Labels]
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C2 --> C3[Split Train/Val 85:15]
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C3 --> C4[Load Pre-trained Backbone]
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C4 --> C5[Training Loop]
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C5 --> C6{Validation Check}
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C6 -->|Improve?| C7[(Save Best Model)]
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C6 -->|No Improve?| C5
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C7 --> C8[/Output: Training History/]
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end
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%% --- TAB 2: SINGLE PREDICTION ---
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B -->|Single Pred| D1[/Input: Single Text/]
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subgraph Inference Single
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D1 --> D2[(Load Last Saved Model)]
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D2 --> D3[Tokenize Text]
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D3 --> D4[Inference & Sigmoid]
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D4 --> D5[/Output: Emotion Scores JSON/]
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end
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%% --- TAB 3: DATASET PREDICTION ---
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B -->|Dataset Pred| E1[/Input: CSV File/]
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subgraph Inference Batch
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E1 --> E2[Clean Text Column]
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E2 --> E3[(Load Last Saved Model)]
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E3 --> E4[Batch Inference Loop]
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E4 --> E5[Summarize: Avg & Top 3]
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E5 --> E6[/Output: Summary JSON/]
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end
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```
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app_file: app.py
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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