Add readme.md for t5

t5/README.md

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+# T5
+
+[T5](https://arxiv.org/pdf/1910.10683.pdf) are encoder-decoder models pre-trained on a multi-task mixture of unsupervised and supervised tasks. T5 works well on a variety of tasks out-of-the-box by prepending a different prefix to the input corresponding to each task, e.g.: `translate English to German: …`, `summarize: ….`
+
+## Setup
+
+Download and convert the model:
+
+```sh
+python convert.py --model t5-small
+```
+
+This will make the `{model}.npz` file which MLX can read.
+
+## Generate
+
+To run the model, use the `t5.py` script:
+
+```sh
+python t5.py --model t5-small --prompt "translate English to German: A tasty apple"
+```
+
+Should give the output: `Ein schmackhafter Apfel`
+
+To see a list of options run:
+
+```sh
+python t5.py --help
+```