Updating examples/nlp_seq
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Description
This issue tracks updates the `nlp_seq` example to follow practices outlined in #231.
- [ ] Port to linen API - once ported all subsequent changes should be done in `linen_examples/nlp_seq`
- [ ] Update `README.md` (links to paper, command line, TensorBoard metrics)
- [ ] Add `requirements.txt`
- [ ] Update file structure (separate `main.py`, `configs/` directory)
- [ ] Use `ml_collections.ConfigDict`
- [ ] Add benchmark test (optional)
- [ ] Add unit test
- [ ] Add Colab (optional)
- [ ] Adhere to Google Python style
- [ ] Shorten/beautify training loop (consider using `clu` for this)
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