Update README.md

README.md

@@ -13,6 +13,8 @@ This repository is based on the Meta-Llama-3.1-8B-Instruct model and is governed
 
 Llama-3.1-8B-ArliAI-RPMax-v1.1 is a variant of the Meta-Llama-3.1-8B model, trained on a diverse set of curated RP datasets with a focus on variety and deduplication. This model is designed to be highly creative and non-repetitive, with a unique approach to training that minimizes repetition.
 
+v1.1 is just a small fix to not train and save the embeddings layer, since v1.0 had the lm_head unnecessarily trained on accident.
+
 ### Training Details
 
 * **Sequence Length**: 8192
@@ -22,7 +24,7 @@ Llama-3.1-8B-ArliAI-RPMax-v1.1 is a variant of the Meta-Llama-3.1-8B model, trai
 
 ## Quantization
 
-The model is available in two quantized formats:
+The model is available in quantized formats:
 
 * **FP16**: https://huggingface.co/ArliAI/Llama-3.1-8B-ArliAI-Formax-v1.1
 * **GGUF**: https://huggingface.co/ArliAI/Llama-3.1-8B-ArliAI-Formax-v1.1-GGUF