Update README.md

README.md

@@ -9,18 +9,27 @@ inference: False
 license: apache-2.0
 ---
 
-# ethzanalytics/gpt-j-8bit-daily_dialogues_1E
+# ethzanalytics/gpt-j-8bit-KILT_WoW_10k_steps
+
+
+ <a href="https://colab.research.google.com/gist/pszemraj/e49c60aafe04acc52fcfdd1baefe12e4/-ai-msgbot-gpt-j-6b-8bit-with-hub.ipynb">
+  <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/>
+</a>
+
+This is a version of `hivemind/gpt-j-6B-8bit` fine-tuned on the [Wizard of Wikipedia](https://arxiv.org/abs/1811.01241) dataset for 10k steps (_just under an epoch_) on an A100. it can be used as a chatbot. It is designed to be used with [ai-msgbot](https://github.com/pszemraj/ai-msgbot) to take advantage of the prompt engineering.
 
-This is a version of `hivemind/gpt-j-6B-8bit` fine-tuned on the Wizard of Wikipedia dataset for 10k steps on an A100. it can be used as a chatbot.
 
 _NOTE: this needs to be loaded via the special patching technique outlined in the hivemind model card (as with all 8bit models)_
 
+## Training
 
-TODO: rest of README
+For details, please see [this wandb report](https://wandb.ai/pszemraj/conversational-6B-train-vanilla/reports/Training-6B-GPT-J-8bit-for-Dialogue--VmlldzoyNTg3MzE0) for both the daily-dialogues version and the WoW version.
 
 
 ---
 
 
-[original demo link](https://colab.research.google.com/gist/pszemraj/76c0a80c9eacfb2c31e21c4cceb344a0/ai-msgbot-gpt-j-6b-8bit-chatbot-demo.ipynb)
+TODO: rest of README
+
 
+---