Model Card for Model ID
Expert-pruned GLM-4.7-Flash for Japanese→English subtitle translation. Routed-expert usage was measured on subtitle data and the least-used experts dropped (64 → 32 per layer). ~16B parameters.
Model Details
Model Description
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
- Developed by: [More Information Needed]
- Funded by [optional]: [More Information Needed]
- Shared by [optional]: [More Information Needed]
- Model type: [More Information Needed]
- Language(s) (NLP): Japanese, English
- License: MIT
- Finetuned from model [optional]: GLM-4.7-Flash
Uses
Direct Use
[More Information Needed]
Downstream Use [optional]
[More Information Needed]
Out-of-Scope Use
[More Information Needed]
Bias, Risks, and Limitations
[More Information Needed]
Recommendations
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
How to Get Started with the Model
Use the code below to get started with the model.
[More Information Needed]
Training Details
Training Data
[More Information Needed]
Training Procedure
Preprocessing [optional]
[More Information Needed]
Training Hyperparameters
- Training regime: [More Information Needed]
Speeds, Sizes, Times [optional]
[More Information Needed]
Evaluation
Testing Data, Factors & Metrics
Testing Data
[More Information Needed]
Factors
[More Information Needed]
Metrics
[More Information Needed]
Results
[More Information Needed]
Summary
Technical Specifications [optional]
Model Architecture and Objective
[More Information Needed]
Compute Infrastructure
[More Information Needed]
Hardware
[More Information Needed]
Software
[More Information Needed]
Citation / Data Attribution
Partial calibration data: JESC (Japanese-English Subtitle Corpus), licensed under CC BY 4.0. Source: https://nlp.stanford.edu/projects/jesc/
@ARTICLE{pryzant_jesc_2018, author = {{Pryzant}, R. and {Chung}, Y. and {Jurafsky}, D. and {Britz}, D.}, title = "{JESC: Japanese-English Subtitle Corpus}", journal = {Language Resources and Evaluation Conference (LREC)}, keywords = {Computer Science - Computation and Language}, year = 2018 }
BibTeX:
[More Information Needed]
APA:
[More Information Needed]
Glossary [optional]
[More Information Needed]
More Information [optional]
[More Information Needed]
Model Card Authors [optional]
TBA