mirror of
https://github.com/huggingface/candle.git
synced 2025-06-16 10:38:54 +00:00
1a276b5da7
* Add a KV cache to T5. * Suggest using release mode. * Use the kv cache in decoding. * Add a comment.
26 lines
806 B
Markdown
26 lines
806 B
Markdown
# candle-t5
|
|
|
|
## Encoder-decoder example:
|
|
|
|
```bash
|
|
$ cargo run --example t5 --release -- --model-id "t5-small" --prompt "translate to German: A beautiful candle." --decode
|
|
...
|
|
Running on CPU, to run on GPU, build this example with `--features cuda`
|
|
Eine schöne Kerze.
|
|
9 tokens generated (2.42 token/s)
|
|
```
|
|
|
|
## Sentence embedding example:
|
|
|
|
```bash
|
|
$ cargo run --example t5 --release -- --model-id "t5-small" --prompt "A beautiful candle."
|
|
...
|
|
[[[ 0.0515, -0.0541, -0.0761, ..., -0.0392, 0.1511, -0.0265],
|
|
[-0.0974, 0.0998, -0.1659, ..., -0.2450, 0.1738, -0.0164],
|
|
[ 0.0624, -0.1024, 0.0430, ..., -0.1388, 0.0564, -0.2962],
|
|
[-0.0389, -0.1173, 0.0026, ..., 0.1064, -0.1065, 0.0990],
|
|
[ 0.1300, 0.0027, -0.0326, ..., 0.0026, -0.0317, 0.0851]]]
|
|
Tensor[[1, 5, 512], f32]
|
|
Took 303.766583ms
|
|
```
|