Update README.md

README.md

@@ -25,20 +25,27 @@ Prometheus 2 is an alternative of GPT-4 evaluation when doing fine-grained evalu
 
 ![image/png](https://huggingface.co/prometheus-eval/prometheus-8x7b-v2.0/resolve/main/finegrained_eval.JPG)
 
-Prometheus 2 is a language model using Mistral-Instruct as a base model. It is fine-tuned on 100K feedback within the Feedback Collection and 200K feedback within the Preference Collection. It is also made by weight merging to support both absolute grading (direct assessment) and relative grading (pairwise ranking). The surprising thing is that we find weight merging also improves performance on each format.
+Prometheus 2 is a language model using [Mistral-Instruct](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) as a base model. 
+It is fine-tuned on 100K feedback within the [Feedback Collection](https://huggingface.co/datasets/prometheus-eval/Feedback-Collection) and 200K feedback within the [Preference Collection](https://huggingface.co/datasets/prometheus-eval/Preference-Collection).
+It is also made by weight merging to support both absolute grading (direct assessment) and relative grading (pairwise ranking).
+The surprising thing is that we find weight merging also improves performance on each format.
 
 # Model Details
 
 ## Model Description
+
 - **Model type:** Language model
 - **Language(s) (NLP):** English
 - **License:** Apache 2.0
-- **Related Models:** All Prometheus Checkpoints
+- **Related Models:** [All Prometheus Checkpoints](https://huggingface.co/models?search=prometheus-eval/Prometheus)
 - **Resources for more information:**
-  - Research paper (https://arxiv.org/abs/2405.01535)
-  - GitHub Repo (https://github.com/prometheus-eval/prometheus-eval)
+  - [Research paper](https://arxiv.org/abs/2405.01535)
+  - [GitHub Repo](https://github.com/prometheus-eval/prometheus-eval)
+
 
-Prometheus is trained with two different sizes (7B and 8x7B). You could check the 7B sized LM on this page. Also, check out our dataset as well on this page and this page.
+Prometheus is trained with two different sizes (7B and 8x7B).
+You could check the 7B sized LM on [this page](https://huggingface.co/prometheus-eval/prometheus-2-7b-v2.0).
+Also, check out our dataset as well on [this page](https://huggingface.co/datasets/prometheus-eval/Feedback-Collection) and [this page](https://huggingface.co/datasets/prometheus-eval/Preference-Collection).
 
 ## Prompt Format