Update README.md

README.md

@@ -12,8 +12,9 @@ tags:
   - nvfp4
 ---
 
-Some quants I use depending on the memory availability at nvfp4 in the hope for custom kernels.
-I recommend the Q3-IQ4XS and IQ4XS-Q5K quants. I currently use IQ4XS-Q4K.
+These are some quants I use depending on the memory availability.
+I also added nvfp4 in the hope for custom kernels emerging in the future.
+I recommend the Q3K-IQ4XS and IQ4XS-Q5K quants.
 
 # KLD
 
@@ -27,8 +28,8 @@ Sadly I am getting weird outputs (nan floats from llama-perplexity) from some kl
 |KS         |Q8         |           |7.0266 +/- 0.05210     |baseline               |baseline           |
 |KS         |IQ4XS-Q5K  |135.5      |  |  |90.720 ± 0.077 %   |
 |KS         |IQ4XS      |123.8      |7.153799 ±   0.053213  |0.086127 ±   0.001029  |89.425 ± 0.082 %   |
+|KS         |IQ4XS-Q4K  |126.1      |  |  |89.205 ± 0.083 %   |
 |KS         |NVFP4      |130.8      |7.177182 ±   0.053324  |0.105053 ±   0.001034  |88.154 ± 0.086 %   |
 |unsloth    |UD-Q4_K_XL |141        |  |  |86.990 ± 0.090 %   |
-|KS         |IQ4XS-Q4K  |126.1      |  |  |   |
 |KS         |Q3K-IQ4XS  |108.6      |7.297092 ±   0.054489  |0.140361 ±   0.001216  |86.387 ± 0.091 %   |