argosopentech / argosopentech/argos-train
English Persian translator
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- Dominant language
- Python
- Stars
- 158
- Forks
- 29
- PR merge metrics
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Description
Thanks much for making this machine translation work openly available.
We have used the same config.yaml file as the one used in argos-train in order to train a model for English-Persian translation. After 30,000 epochs, the accuracy reaches 75 percent (as per OpenNMT logs), but when testing the model using onmt_translate, we get an accuracy of 30 percent (many words are translated as unknown). Here is the content of config.yaml file
https://github.com/argosopentech/argos-train/blob/master/config.yml
Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the linked argos-train config.yml and compare its training settings with the onmt_translate invocation described in the issue. Reproduce the English-Persian run and inspect the OpenNMT logs and translation output; the work is done when the accuracy discrepancy and unknown-word output are explained and the required configuration or usage is identified.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100