Update README.md

README.md

@@ -4,7 +4,7 @@ license: cc-by-nc-2.0
 
 
 # lzlv_70B 
-## A Mythomax/MLewd_13B style merge of selected 70B models
+## A Mythomax/MLewd_13B-style merge of selected 70B models
 
 A multi-model merge of several  LLaMA2 70B finetunes for roleplaying and creative work. The goal was to create a model that combines creativity with intelligence for an enhanced experience.
 
@@ -19,14 +19,12 @@ GGUF 4_K_M + 5_K_M can be found here: https://huggingface.co/lizpreciatior/lzlv_
 
 Models used:
 - **NousResearch/Nous-Hermes-Llama2-70b** - A great model for roleplaying, but not the best at following complex instructions.
-- **Xwin-LM/Xwin-LM-7B-V0.1** - Excellent at following instructions and quite creative out of the box, so it seemed like the best available model to act as the base of the merge.
-- **Doctor-Shotgun/Mythospice-70b** - The wildcard of the three. I was looking for a creative, NSFW-oriented model and came across this while digging through hf. I had never heard of it before, and apparently no one had bothered to release a quantized version of this model. So I downloaded it and did it myself to test it. It turned out to be more or less what I was looking for as my third component, so I used it here. 
+- **Xwin-LM/Xwin-LM-7B-V0.1** - Excellent at following instructions and quite creative out of the box, so it seemed like the best available model to act as the base for the merge.
+- **Doctor-Shotgun/Mythospice-70b** - The wildcard of the three. I was looking for a creative, NSFW-oriented model and came across this while digging through hf. I hadn't heard of it before and apparently no one had bothered to release a quantized version of this model. So I downloaded it and did it myself to test it. It turned out to be more or less what I was looking for as my third component, so I used it here. 
 
-A big thank you to the creators of the models above. If you look up Mythospice, you will notice that it also includes Nous-Hermes so it's technically present twice in this mix. This is common practice in 13B merges so I didn't bother to correct it her either. 
+A big thank you to the creators of the models above. If you look up Mythospice, you will notice that it also includes Nous-Hermes so it's technically present twice in this mix. This is apparently common practice amongst the cool kids who do 13B models so I don't think this hurts the model. 
 
 
-I chose three of my favourite models that seemed to complement each other, and adjusted the ratios according to my preference.
-
 The merging process was heavily inspired by Undi95's approach in Undi95/MXLewdMini-L2-13B. To be specific, the ratios are:
 
 Component 1: Merge of Mythospice x Xwin with SLERP gradient [0.25, 0.3, 0.5].
@@ -34,10 +32,10 @@ Component 2: Merge Xwin x Hermes with SLERP gradient [0.4, 0.3, 0.25].
 
 Finally, both Component 1 and Component 2 were merged with SLERP using weight 0.5.
 
-## Advantages
+## Peformance
 
-I tested this model for a few days before publishing it. It seems to retain the instruction-following capabilities of Xwin-70B, while seeming to have adapted a lot of the creativity of the other two models. 
-It handles my more complex scenarios that creative models otherwise tend to struggle with quite well. At the same time, its outputs felt more creative and possibly a bit more nsfw-inclined than Xwin-70b.
+I tested this model for a few days before publishing it. It seems to more or less retain the instruction-following capabilities of Xwin-70B, while seeming to have adopted a lot of the creativity of the other two models. 
+It handled my more complex scenarios that creative models otherwise tend to struggle with quite well. At the same time, its outputs felt more creative and possibly a bit more nsfw-inclined than Xwin-70b.
 So, is it better? Feels like it to me, subjectively. Is it really better? No clue, test it. 
 
 ## Prompt format: