Update README.md

README.md

@@ -8,7 +8,7 @@ language:
 
 ## Model Details
 
-Metharme 1.3B is an instruct model based on EleutherAI's [Pythia 1.4B DeDuped](https://huggingface.co/EleutherAI/pythia-1.4b-deduped).
+Metharme 1.3B is an instruct model based on EleutherAI's [Pythia 1.4B Deduped](https://huggingface.co/EleutherAI/pythia-1.4b-deduped).
 
 This is an experiment to try and get a model that is usable for conversation, roleplaying and storywriting, but which can be guided using natural language like other instruct models. See the [prompting](#prompting) section below for examples.
 
@@ -71,8 +71,8 @@ The model was evaluated using EleutherAI's [lm-evaluation-harness](https://githu
 ```
 anli_r1,anli_r2,anli_r3,arc_challenge,arc_easy,boolq,cb,hellaswag,openbookqa,piqa,rte,truthfulqa_mc,wic,winogrande,wsc
 ```
-It performs as follows:
-![Metharme 1.3B](https://files.catbox.moe/mqemcg.png)
+Comparison of Metharme-1.3B's performance on benchmarks to Pygmalion-6B, Metharme-7B, and [RedPajama-INCITE-Chat-3B-v1](https://huggingface.co/togethercomputer/RedPajama-INCITE-Chat-3B-v1):
+![Metharme 1.3B Evaluation Results](https://files.catbox.moe/mqemcg.png)
 
 ## Limitations and biases