Update README.md

README.md

@@ -90,7 +90,7 @@ Refer to the Provided Files table below to see what files use which methods, and
 
 | Name | Quant method | Bits | Size | Max RAM required | Description |
 | ---- | ---- | ---- | ---- | ---- | ----- |
-| [NT-Java-1.1B_Q2_K.gguf](https://huggingface.co/infosys/NT-Java-1.1B-GGUF/blob/main/NT-Java-1.1B_Q2_K.gguf) | Q2_K | 2 | 511 MB| 764 MB | smallest, significant quality loss - not recommended for most purposes |
+| [NT-Java-1.1B_Q2_K.gguf](https://huggingface.co/infosys/NT-Java-1.1B-GGUF/blob/main/NT-Java-1.1B_Q2_K.gguf) | Q2_K | 2 | 511 MB| 764 MB | Very low quality, not recommended. |
 | [NT-Java-1.1B_Q3_K_M.gguf](https://huggingface.co/infosys/NT-Java-1.1B-GGUF/blob/main/NT-Java-1.1B_Q3_K_M.gguf) | Q3_K_M | 3 | 663 MB| 912 MB | very small, high quality loss |
 | [NT-Java-1.1B_Q4_0.gguf](https://huggingface.co/infosys/NT-Java-1.1B-GGUF/blob/main/NT-Java-1.1B_Q4_0.gguf) | Q4_0 | 4 | 726 MB| 1021 MB | legacy; small, very high quality loss - prefer using Q3_K_M |
 | [NT-Java-1.1B_Q4_K_M.gguf](https://huggingface.co/infosys/NT-Java-1.1B-GGUF/blob/main/NT-Java-1.1B_Q4_K_M.gguf) | Q4_K_M | 4 | 792 MB| 1.1 GB | Good quality, uses about 4.83 bits per weight, recommended. |