Add more whisper variants. (#413)

candle-examples/examples/whisper/main.rs

@@ -11,7 +11,7 @@ extern crate intel_mkl_src;
 use anyhow::{Error as E, Result};
 use candle::{DType, Device, Tensor};
 use candle_nn::{ops::softmax, VarBuilder};
-use clap::Parser;
+use clap::{Parser, ValueEnum};
 use hf_hub::{api::sync::Api, Repo, RepoType};
 use rand::{distributions::Distribution, SeedableRng};
 use tokenizers::Tokenizer;
@@ -216,6 +216,23 @@ impl Decoder {
     }
 }
 
+#[derive(Clone, Copy, Debug, ValueEnum)]
+enum WhichModel {
+    Tiny,
+    Small,
+    Medium,
+}
+
+impl WhichModel {
+    fn model_and_revision(&self) -> (&'static str, &'static str) {
+        match self {
+            Self::Tiny => ("openai/whisper-tiny.en", "refs/pr/15"),
+            Self::Small => ("openai/whisper-small.en", "refs/pr/10"),
+            Self::Medium => ("openai/whisper-medium.en", "refs/pr/11"),
+        }
+    }
+}
+
 #[derive(Parser, Debug)]
 #[command(author, version, about, long_about = None)]
 struct Args {
@@ -231,6 +248,10 @@ struct Args {
     #[arg(long)]
     revision: Option<String>,
 
+    /// The model to be used, can be tiny, small, medium.
+    #[arg(long, default_value = "tiny")]
+    model: WhichModel,
+
     /// The input to be processed, in wav format, will default to `jfk.wav`. Alternatively
     /// this can be set to sample:jfk, sample:gb1, ... to fetch a sample from the following
     /// repo: https://huggingface.co/datasets/Narsil/candle_demo/
@@ -260,9 +281,10 @@ fn main() -> Result<()> {
         None
     };
     let device = candle_examples::device(args.cpu)?;
-    let default_model = "openai/whisper-tiny.en".to_string();
+    let (default_model, default_revision) = args.model.model_and_revision();
+    let default_model = default_model.to_string();
+    let default_revision = default_revision.to_string();
     let path = std::path::PathBuf::from(default_model.clone());
-    let default_revision = "refs/pr/15".to_string();
     let (model_id, revision) = match (args.model_id, args.revision) {
         (Some(model_id), Some(revision)) => (model_id, revision),
         (Some(model_id), None) => (model_id, "main".to_string()),