Update README.md

README.md

@@ -1,5 +1,10 @@
 ---
 license: mit
+base_model: MiniMaxAI/MiniMax-M2
+base_model_relation: quantized
+quantized_by: turboderp
+tags:
+- exl3
 ---
 
 EXL3 quants of [MiniMax-M2](https://huggingface.co/MiniMaxAI/MiniMax-M2)
@@ -8,10 +13,29 @@ EXL3 quants of [MiniMax-M2](https://huggingface.co/MiniMaxAI/MiniMax-M2)
 
 Base bitrates:
 
+[2.00 bits per weight](https://huggingface.co/turboderp/MiniMax-M2-exl3/tree/2.0bpw)    
 [3.00 bits per weight](https://huggingface.co/turboderp/MiniMax-M2-exl3/tree/3.0bpw)    
 [4.00 bits per weight](https://huggingface.co/turboderp/MiniMax-M2-exl3/tree/4.0bpw)    
-(more to come)
 
 Optimized:
 
-(more to come)
+[2.04 bits per weight](https://huggingface.co/turboderp/MiniMax-M2-exl3/tree/2.04bpw)    
+[2.27 bits per weight](https://huggingface.co/turboderp/MiniMax-M2-exl3/tree/2.27bpw)    
+[3.04 bits per weight](https://huggingface.co/turboderp/MiniMax-M2-exl3/tree/3.04bpw)    
+[3.50 bits per weight](https://huggingface.co/turboderp/MiniMax-M2-exl3/tree/3.5bpw)    
+[4.03 bits per weight](https://huggingface.co/turboderp/MiniMax-M2-exl3/tree/4.03bpw)    
+
+
+.        | KL-div |  ppl  | HumanEval@1
+---------|--------|-------|-------------
+2.00 bpw | 0.400  | 10.92 | 80.5%
+2.04 bpw | 0.297  | 10.23 | 87.1%
+2.27 bpw | 0.252  |  9.78 | 88.4%
+3.00 bpw | 0.141  |  8.99 | 87.8%
+3.04 bpw | 0.117  |  8.73 | 87.2% 
+3.50 bpw | 0.094  |  8.78 | 88.4%
+4.00 bpw | 0.087  |  8.58 | 89.6%
+4.03 bpw | 0.077  |  8.61 | 
+original |     -  |  8.51 | 87.2%¹
+
+¹ Unconfirmed