dz8 text_to_temperameter

Mix.install([
  {:bumblebee, "~> 0.6.0"},
  {:nx, "~> 0.9.0"},
  {:exla, "~> 0.9.0"},
  {:axon, "~> 0.7.0"},
  {:kino, "~> 0.14.0"}
])

Nx.global_default_backend(EXLA.Backend)

Section

{:ok, bertweet} = Bumblebee.load_model({:hf, "finiteautomata/bertweet-base-sentiment-analysis"})
{:ok, tokenizer} = Bumblebee.load_tokenizer({:hf, "vinai/bertweet-base"})

serving = Bumblebee.Text.text_classification(bertweet, tokenizer)

text_input = Kino.Input.text("Text", default: "This cat is so cute.")

Kino.render(text_input)
text = Kino.Input.read(text_input)


Nx.Serving.run(serving, text)