diff --git a/CHANGELOG.md b/CHANGELOG.md
index a5b29d8..0d3a379 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,11 +1,11 @@
-v0.0.21
+### 0.0.21
 - Ampere, RTX 30 series GPUs now compatible with the library.
 
-v0.0.22:
+### 0.0.22:
 
 - Fixed an error where a `reset_parameters()` call on the `StableEmbedding` would lead to an error in older PyTorch versions (from 1.7.0).
 
-v0.0.23:
+### 0.0.23:
 
 Bugs:
  - Unified quantization API: each quantization function now returns `Q, S` where `Q` is the quantized tensor and `S` the quantization state which may hold absolute max values, a quantization map or more. For dequantization all functions now accept the inputs `Q, S` so that `Q` is dequantized with the quantization state `S`.
@@ -18,7 +18,18 @@ Features:
  - Block-wise quantization routines now support CPU Tensors.
 
 
-v0.0.24:
+### 0.0.24:
 
 - Fixed a bug where a float/half conversion led to a compilation error for CUDA 11.1 on Turning GPUs.
 - removed Apex dependency for bnb LAMB
+
+### 0.0.25:
+
+Features:
+ - Added `skip_zeros` for block-wise and 32-bit optimizers. This ensures correct updates for sparse gradients and sparse models.
+ - Added support for Kepler GPUs. (#4)
+
+Bug fixes:
+ - fixed "undefined symbol: \_\_fatbinwrap_38" error for P100 GPUs on CUDA 10.1 (#5)
+
+