Update bf16 naming and collection links

README.md

@@ -12,7 +12,7 @@ tags:
 - audiolm
 ---
 
-Part of the SongGeneration MLX conversion set.
+Part of the SongGeneration MLX conversion set. Collection: https://huggingface.co/collections/mlx-community/songgeneration-v2-mlx-6a1bf9342dd0806419737229
 
 # SongGeneration-v2-medium-4bit
 
@@ -81,11 +81,11 @@ PYTORCH_ENABLE_MPS_FALLBACK=1 SONGGEN_DEVICE=mps \
 | Variant | Disk | Notes |
 |---|---:|---|
 | `SongGeneration-v2-medium-fp32` | 10G | high-precision medium baseline |
-| `SongGeneration-v2-medium-bfloat16` | 5.2G | recommended medium quality baseline |
+| `SongGeneration-v2-medium-bf16` | 5.2G | recommended medium bf16 quality baseline |
 | `SongGeneration-v2-medium-8bit` | 2.8G | smaller medium checkpoint |
 | `SongGeneration-v2-medium-4bit` | 1.5G | smallest medium checkpoint |
 | `SongGeneration-v2-large-fp32` | 19G | high-precision large baseline |
-| `SongGeneration-v2-large-bfloat16` | 9.5G | large quality baseline |
+| `SongGeneration-v2-large-bf16` | 9.5G | large bf16 quality baseline |
 | `SongGeneration-v2-large-8bit` | 5.0G | smaller large checkpoint |
 | `SongGeneration-v2-large-4bit` | 2.7G | smallest large checkpoint |
 | `SongGeneration-v2-fast-*` | pending | upstream fast weights were not publicly available when checked on 2026-05-31 |
@@ -105,7 +105,7 @@ SongGeneration-v2-medium-4bit/
 
 ## Validation
 
-Local Apple Silicon validation was run on the medium bfloat16 path:
+Local Apple Silicon validation was run on the medium bf16 path:
 
 | Test | Result |
 |---|---|