Update README.md

README.md

@@ -6,9 +6,9 @@ pipeline_tag: text-generation
 ---
 
 ## Llama-2-70b-hf-2bit_g16_s128-HQQ 
-This a version of the LLama2-70B model quantized to 2-bit via Half-Quadratic Quantization (HQQ): https://mobiusml.github.io/hqq/
+This is a version of the LLama-2-70B-hf model quantized to 2-bit via Half-Quadratic Quantization (HQQ): https://mobiusml.github.io/hqq/
 
-This model outperforms an fp16 LLama2-13B (perplexity 4.13 vs. 4.63) for a comparable ~26GB size. 
+This model outperforms an fp16 LLama-2-13B (perplexity 4.13 vs. 4.63) for a comparable ~26GB size. 
 
 To run the model, install the HQQ library from https://github.com/mobiusml/hqq/tree/main/code and use it as follows:
 ``` Python