diff --git a/CHANGELOG.md b/CHANGELOG.md
index 06041294..df9574d5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,13 +1,27 @@
 # Changelog
 This documents the main changes to the `candle` crate.
 
-## v0.2.2 - Unreleased
+## v0.2.3 - Unreleased
+
+### Added
+
+### Modified
+
+## v0.2.2 - 2023-09-18
 
 ### Added
 - Support for `top_p` sampling
   [819](https://github.com/huggingface/candle/pull/819).
+- T5 model including decoding
+  [864](https://github.com/huggingface/candle/pull/864).
+- 1-d upsampling
+  [839](https://github.com/huggingface/candle/pull/839).
 
 ### Modified
+- Bugfix for conv2d
+  [820](https://github.com/huggingface/candle/pull/820).
+- Support tensor based indexing using `.i`
+  [842](https://github.com/huggingface/candle/pull/842).
 
 ## v0.2.1 - 2023-09-11
 
diff --git a/Cargo.toml b/Cargo.toml
index fb03d93b..3a5763a1 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -19,7 +19,7 @@ exclude = [
 resolver = "2"
 
 [workspace.package]
-version = "0.2.2"
+version = "0.2.3"
 edition = "2021"
 description = "Minimalist ML framework."
 repository = "https://github.com/huggingface/candle"
diff --git a/candle-book/Cargo.toml b/candle-book/Cargo.toml
index ac179cb9..8ec92e87 100644
--- a/candle-book/Cargo.toml
+++ b/candle-book/Cargo.toml
@@ -11,11 +11,11 @@ readme = "README.md"
 
 [dependencies]
 accelerate-src = { workspace = true, optional = true }
-candle = { path = "../candle-core", version = "0.2.2", package = "candle-core" }
-candle-datasets = { path = "../candle-datasets", version = "0.2.2" }
-candle-nn = { path = "../candle-nn", version = "0.2.2" }
-candle-transformers = { path = "../candle-transformers", version = "0.2.2" }
-candle-flash-attn = { path = "../candle-flash-attn", version = "0.2.2", optional = true }
+candle = { path = "../candle-core", version = "0.2.3", package = "candle-core" }
+candle-datasets = { path = "../candle-datasets", version = "0.2.3" }
+candle-nn = { path = "../candle-nn", version = "0.2.3" }
+candle-transformers = { path = "../candle-transformers", version = "0.2.3" }
+candle-flash-attn = { path = "../candle-flash-attn", version = "0.2.3", optional = true }
 safetensors = { workspace = true }
 serde = { workspace = true }
 serde_json = { workspace = true }
diff --git a/candle-core/Cargo.toml b/candle-core/Cargo.toml
index fad6d0bd..7af9b6fa 100644
--- a/candle-core/Cargo.toml
+++ b/candle-core/Cargo.toml
@@ -12,7 +12,7 @@ readme = "README.md"
 [dependencies]
 accelerate-src = { workspace = true, optional = true }
 byteorder = { workspace = true }
-candle-kernels = { path = "../candle-kernels", version = "0.2.2", optional = true }
+candle-kernels = { path = "../candle-kernels", version = "0.2.3", optional = true }
 cudarc = { workspace = true, optional = true }
 gemm = { workspace = true }
 half = { workspace = true }
diff --git a/candle-datasets/Cargo.toml b/candle-datasets/Cargo.toml
index e34aa9be..316f31c5 100644
--- a/candle-datasets/Cargo.toml
+++ b/candle-datasets/Cargo.toml
@@ -11,8 +11,8 @@ readme = "README.md"
 
 [dependencies]
 byteorder = { workspace = true }
-candle = { path = "../candle-core", version = "0.2.2", package = "candle-core" }
-candle-nn = { path = "../candle-nn", version = "0.2.2" }
+candle = { path = "../candle-core", version = "0.2.3", package = "candle-core" }
+candle-nn = { path = "../candle-nn", version = "0.2.3" }
 hf-hub = { workspace = true}
 intel-mkl-src = { workspace = true, optional = true }
 memmap2 = { workspace = true }
diff --git a/candle-examples/Cargo.toml b/candle-examples/Cargo.toml
index a52ad88f..cf8f0021 100644
--- a/candle-examples/Cargo.toml
+++ b/candle-examples/Cargo.toml
@@ -11,11 +11,11 @@ readme = "README.md"
 
 [dependencies]
 accelerate-src = { workspace = true, optional = true }
-candle = { path = "../candle-core", version = "0.2.2", package = "candle-core" }
-candle-datasets = { path = "../candle-datasets", version = "0.2.2" }
-candle-flash-attn = { path = "../candle-flash-attn", version = "0.2.2", optional = true }
-candle-nn = { path = "../candle-nn", version = "0.2.2" }
-candle-transformers = { path = "../candle-transformers", version = "0.2.2" }
+candle = { path = "../candle-core", version = "0.2.3", package = "candle-core" }
+candle-datasets = { path = "../candle-datasets", version = "0.2.3" }
+candle-flash-attn = { path = "../candle-flash-attn", version = "0.2.3", optional = true }
+candle-nn = { path = "../candle-nn", version = "0.2.3" }
+candle-transformers = { path = "../candle-transformers", version = "0.2.3" }
 cudarc = { workspace = true, optional = true }
 half = { workspace = true, optional = true }
 image = { workspace = true }
diff --git a/candle-flash-attn/Cargo.toml b/candle-flash-attn/Cargo.toml
index f92383ea..808e0070 100644
--- a/candle-flash-attn/Cargo.toml
+++ b/candle-flash-attn/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "candle-flash-attn"
-version = "0.2.2"
+version = "0.2.3"
 edition = "2021"
 
 description = "Flash attention layer for the candle ML framework."
@@ -11,7 +11,7 @@ license = "MIT OR Apache-2.0"
 readme = "README.md"
 
 [dependencies]
-candle = { path = "../candle-core", features = ["cuda"], version = "0.2.2", package = "candle-core" }
+candle = { path = "../candle-core", features = ["cuda"], version = "0.2.3", package = "candle-core" }
 half = { version = "2.3.1", features = ["num-traits"] }
 
 [build-dependencies]
@@ -21,4 +21,4 @@ rayon = "1.7.0"
 
 [dev-dependencies]
 anyhow = { version = "1", features = ["backtrace"] }
-candle-nn = { path = "../candle-nn", version = "0.2.2", features = ["cuda"] }
+candle-nn = { path = "../candle-nn", version = "0.2.3", features = ["cuda"] }
diff --git a/candle-kernels/Cargo.toml b/candle-kernels/Cargo.toml
index d6924c76..80b6aaab 100644
--- a/candle-kernels/Cargo.toml
+++ b/candle-kernels/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "candle-kernels"
-version = "0.2.2"
+version = "0.2.3"
 edition = "2021"
 
 description = "CUDA kernels for Candle"
diff --git a/candle-nn/Cargo.toml b/candle-nn/Cargo.toml
index 2a8ec8ce..a6629d33 100644
--- a/candle-nn/Cargo.toml
+++ b/candle-nn/Cargo.toml
@@ -11,7 +11,7 @@ readme = "README.md"
 
 [dependencies]
 accelerate-src = { workspace = true, optional = true }
-candle = { path = "../candle-core", version = "0.2.2", package = "candle-core" }
+candle = { path = "../candle-core", version = "0.2.3", package = "candle-core" }
 half = { workspace = true }
 thiserror = { workspace = true }
 intel-mkl-src = { workspace = true, optional = true }
diff --git a/candle-pyo3/Cargo.toml b/candle-pyo3/Cargo.toml
index c96681bd..7fd0ac28 100644
--- a/candle-pyo3/Cargo.toml
+++ b/candle-pyo3/Cargo.toml
@@ -14,8 +14,8 @@ name = "candle"
 crate-type = ["cdylib"]
 
 [dependencies]
-candle = { path = "../candle-core", version = "0.2.2", package = "candle-core" }
-candle-nn = { path = "../candle-nn", version = "0.2.2" }
+candle = { path = "../candle-core", version = "0.2.3", package = "candle-core" }
+candle-nn = { path = "../candle-nn", version = "0.2.3" }
 half = { workspace = true }
 pyo3 = { version = "0.19.0", features = ["extension-module"] }
 
diff --git a/candle-pyo3/pyproject.toml b/candle-pyo3/pyproject.toml
index b4e372d7..88793493 100644
--- a/candle-pyo3/pyproject.toml
+++ b/candle-pyo3/pyproject.toml
@@ -1,8 +1,8 @@
 [project]
-name = 'candle-pyo3'
+name = 'candle-nn'
 requires-python = '>=3.7'
 authors = [
-    {name = 'Laurent Mazare', email = ''},
+    {name = 'The Candle Team'},
 ]
 
 dynamic = [
@@ -27,4 +27,4 @@ features = ["pyo3/extension-module"]
 
 [tool.black]
 line-length = 119
-target-version = ['py35']
\ No newline at end of file
+target-version = ['py35']
diff --git a/candle-transformers/Cargo.toml b/candle-transformers/Cargo.toml
index fd42060f..2faadad9 100644
--- a/candle-transformers/Cargo.toml
+++ b/candle-transformers/Cargo.toml
@@ -11,8 +11,8 @@ readme = "README.md"
 
 [dependencies]
 accelerate-src = { workspace = true, optional = true }
-candle = { path = "../candle-core", version = "0.2.2", package = "candle-core" }
-candle-nn = { path = "../candle-nn", version = "0.2.2" }
+candle = { path = "../candle-core", version = "0.2.3", package = "candle-core" }
+candle-nn = { path = "../candle-nn", version = "0.2.3" }
 intel-mkl-src = { workspace = true, optional = true }
 num-traits = { workspace = true }
 rand = { workspace = true }
diff --git a/candle-wasm-examples/llama2-c/Cargo.toml b/candle-wasm-examples/llama2-c/Cargo.toml
index 7209a648..601f5e34 100644
--- a/candle-wasm-examples/llama2-c/Cargo.toml
+++ b/candle-wasm-examples/llama2-c/Cargo.toml
@@ -9,9 +9,9 @@ categories.workspace = true
 license.workspace = true
 
 [dependencies]
-candle = { path = "../../candle-core", version = "0.2.2", package = "candle-core" }
-candle-nn = { path = "../../candle-nn", version = "0.2.2" }
-candle-transformers = { path = "../../candle-transformers", version = "0.2.2" }
+candle = { path = "../../candle-core", version = "0.2.3", package = "candle-core" }
+candle-nn = { path = "../../candle-nn", version = "0.2.3" }
+candle-transformers = { path = "../../candle-transformers", version = "0.2.3" }
 num-traits = { workspace = true }
 tokenizers = { workspace = true, features = ["unstable_wasm"] }
 
diff --git a/candle-wasm-examples/segment-anything/Cargo.toml b/candle-wasm-examples/segment-anything/Cargo.toml
index a847424d..46b85615 100644
--- a/candle-wasm-examples/segment-anything/Cargo.toml
+++ b/candle-wasm-examples/segment-anything/Cargo.toml
@@ -9,9 +9,9 @@ categories.workspace = true
 license.workspace = true
 
 [dependencies]
-candle = { path = "../../candle-core", version = "0.2.2", package = "candle-core" }
-candle-nn = { path = "../../candle-nn", version = "0.2.2" }
-candle-transformers = { path = "../../candle-transformers", version = "0.2.2" }
+candle = { path = "../../candle-core", version = "0.2.3", package = "candle-core" }
+candle-nn = { path = "../../candle-nn", version = "0.2.3" }
+candle-transformers = { path = "../../candle-transformers", version = "0.2.3" }
 num-traits = { workspace = true }
 
 # App crates.
diff --git a/candle-wasm-examples/whisper/Cargo.toml b/candle-wasm-examples/whisper/Cargo.toml
index 10d3356e..8f1df531 100644
--- a/candle-wasm-examples/whisper/Cargo.toml
+++ b/candle-wasm-examples/whisper/Cargo.toml
@@ -9,8 +9,8 @@ categories.workspace = true
 license.workspace = true
 
 [dependencies]
-candle = { path = "../../candle-core", version = "0.2.2", package = "candle-core" }
-candle-nn = { path = "../../candle-nn", version = "0.2.2" }
+candle = { path = "../../candle-core", version = "0.2.3", package = "candle-core" }
+candle-nn = { path = "../../candle-nn", version = "0.2.3" }
 num-traits = { workspace = true }
 tokenizers = { workspace = true, features = ["unstable_wasm"] }
 
diff --git a/candle-wasm-examples/yolo/Cargo.toml b/candle-wasm-examples/yolo/Cargo.toml
index 9d9e60cc..71ef8049 100644
--- a/candle-wasm-examples/yolo/Cargo.toml
+++ b/candle-wasm-examples/yolo/Cargo.toml
@@ -9,8 +9,8 @@ categories.workspace = true
 license.workspace = true
 
 [dependencies]
-candle = { path = "../../candle-core", version = "0.2.2", package = "candle-core" }
-candle-nn = { path = "../../candle-nn", version = "0.2.2" }
+candle = { path = "../../candle-core", version = "0.2.3", package = "candle-core" }
+candle-nn = { path = "../../candle-nn", version = "0.2.3" }
 num-traits = { workspace = true }
 serde = { workspace = true }
 serde_json = { workspace = true }