Update README.md

README.md

@@ -5,6 +5,9 @@ tags:
 - SVDQaunt
 - SVDQ
 - Quantization
+- jib
+- j1b
+- Jib Mix Flux
 language:
 - en
 base_model_relation: quantized
@@ -19,8 +22,6 @@ Model Files
 - [svdq-int4_r32-Jib-Mix-Flux-V12.safetensors](#): SVDQuant INT4 (rank 32) Jib Mix Flux V12 model. For users with non-Blackwell GPUs (pre-50-series).
 - [svdq-fp4_r32-Jib-Mix-Flux-V12.safetensors](#): SVDQuant NVFP4 (rank 32) Jib Mix Flux V12 model. For users with Blackwell GPUs (50-series).
 
-
-
 ### Quality Evaluation
 
 Below is the quality and similarity evaluated with 256 samples from MJHQ-30K dataset. (BF16 is the unqauntized model. INT W4A4 is INT4 and NVFP4 is FP4)
@@ -28,7 +29,7 @@ Below is the quality and similarity evaluated with 256 samples from MJHQ-30K dat
 | Model                      | Precision |  Method   | FID                | IR              | LPIPS                | PSNR              |
 |----------------------------|-----------|-----------|--------------------|-----------------|----------------------|-------------------|
 | Jib Flux Mix V12 (25 steps)| BF16      | --        | 170.37             | 0.946           | --                   | --                |
-|                            | INT W4A4  | SVDQ      | 135.50             | 0.795           | 0.255                | 20.64             |
+|                            | INT W4A4  | SVDQ      | 171.64             | 0.907           | 0.253                | 20.31             |
 |                            | NVFP4     | SVDQ      | 170.99             | 0.955           | 0.220                | 20.71             |
 
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