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anlp_assign_1_run4
AnishRacherla/anlp_assign_1_run4
anlp_assign_1_run4 is a machine learning model from AnishRacherla. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Brown Corpus binary cipher - plaintext Transformer.
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Public
Updated Sep 3, 2026
Repo size
527 MB
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At a glance
- License
- mit
- Access
- Public
- Created
- Sep 2, 2026
- Updated
- Sep 3, 2026
- SHA
- 3e054241
Model card
From the Hugging Face model README
ANLP Assignment 1 -- Config C5
Brown Corpus binary cipher -> plaintext Transformer.
Configuration
| Parameter | Value |
|---|---|
| Config | C5 |
| PE type | sinusoidal |
| Attention | mha |
| Norm | layernorm |
| d_model | 256 |
| n_heads | 8 |
| n_layers | 4 |
| ffn_dim | 512 |
| BPE vocab | 2000 |
| Epochs | 40 |
Test Results
| Metric | Value |
|---|---|
| loss | 0.0359 |
| token_acc | 0.0020 |
| bit_acc | 0.5496 |
| seq_acc | 0.0000 |
| levenshtein | 233.5940 |
| bleu | 0.0000 |
| bleu1 | 98.4300 |
| bleu2 | 48.5000 |
| bleu3 | 4.7500 |
| bleu4 | 0.0700 |
| rouge1 | 5.4800 |
| rouge2 | 2.0500 |
| rougeL | 5.3200 |
- License
- mit
- Languages
- en
- Created
- Sep 2, 2026
- Updated
- Sep 3, 2026