Merge pull request #139 from ausimian/docs/bump-emily-version-0.6

docs: bump emily dependency to "~> 0.6" in README and notebooks

Author: ausimian

README.md

@@ -29,7 +29,7 @@ Add `:emily` to your `mix.exs` deps:
 ```elixir
 def deps do
   [
-    {:emily, "~> 0.4"}
+    {:emily, "~> 0.6"}
   ]
 end
 ```
@@ -95,7 +95,7 @@ Releases on first `mix compile`.
 
 ### As a hex consumer
 
-Add `{:emily, "~> 0.4"}` to `mix.exs`, then:
+Add `{:emily, "~> 0.6"}` to `mix.exs`, then:
 
 ```sh
 mix deps.get

notebooks/distilbert_qa.livemd

@@ -3,7 +3,7 @@
 ```elixir
 Mix.install(
   [
-    {:emily, "~> 0.4"},
+    {:emily, "~> 0.6"},
     {:bumblebee, "~> 0.7"},
     {:tokenizers, "~> 0.5"},
     {:nx, "~> 0.12"},

notebooks/fast_kernels.livemd

@@ -3,7 +3,7 @@
 ```elixir
 Mix.install(
   [
-    {:emily, "~> 0.4"},
+    {:emily, "~> 0.6"},
     {:bumblebee, "~> 0.7"},
     {:tokenizers, "~> 0.5"},
     {:axon, "~> 0.8"},

notebooks/mnist_training.livemd

@@ -3,7 +3,7 @@
 ```elixir
 Mix.install(
   [
-    {:emily, "~> 0.4"},
+    {:emily, "~> 0.6"},
     {:axon, "~> 0.8"},
     {:scidata, "~> 0.1"},
     {:nx, "~> 0.12"},

notebooks/modernbert_classification.livemd

@@ -3,7 +3,7 @@
 ```elixir
 Mix.install(
   [
-    {:emily, "~> 0.4"},
+    {:emily, "~> 0.6"},
     {:bumblebee, "~> 0.7"},
     {:tokenizers, "~> 0.5"},
     {:nx, "~> 0.12"},

notebooks/nomic_embeddings.livemd

@@ -3,7 +3,7 @@
 ```elixir
 Mix.install(
   [
-    {:emily, "~> 0.4"},
+    {:emily, "~> 0.6"},
     {:bumblebee, "~> 0.7"},
     {:tokenizers, "~> 0.5"},
     {:nx, "~> 0.12"},

notebooks/qwen3_quantized.livemd

@@ -3,7 +3,7 @@
 ```elixir
 Mix.install(
   [
-    {:emily, "~> 0.4"},
+    {:emily, "~> 0.6"},
     {:bumblebee, "~> 0.7"},
     {:tokenizers, "~> 0.5"},
     {:nx, "~> 0.12"},

notebooks/smollm3_chat.livemd

@@ -3,7 +3,7 @@
 ```elixir
 Mix.install(
   [
-    {:emily, "~> 0.4"},
+    {:emily, "~> 0.6"},
     {:bumblebee, "~> 0.7"},
     {:tokenizers, "~> 0.5"},
     {:nx, "~> 0.12"},

notebooks/whisper_transcription.livemd

@@ -3,7 +3,7 @@
 ```elixir
 Mix.install(
   [
-    {:emily, "~> 0.4"},
+    {:emily, "~> 0.6"},
     {:bumblebee, "~> 0.7"},
     {:tokenizers, "~> 0.5"},
     {:nx, "~> 0.12"},