Update README.md

README.md

@@ -13,4 +13,31 @@ tags:
 - model_json_configs
 size_categories:
 - 10K<n<100K
----
+---
+
+# HFMC
+
+HFMC stands for "Hugging Face Model Configs." This dataset has over 30k json model configs from Hugging Face. We used the [Hugging Face API](https://huggingface.co/docs/hub/api) to scrape each one.
+
+## Stats
+
+### Using GPT2s Tokenizer
+
+| Metric          | Value      |
+|-----------------|------------|
+| Tokens          | 89,285,920 |
+| Entries         |     36,314 |
+| Tokens/Entry    |   2,458.72 |
+| Words           | 15,103,093 |
+| Words/Entry     |     415.90 |
+
+### Using an In-Domain tokenizer (`vocab_size`=50256)
+
+| Metric               |            |
+|----------------------|------------|
+| Tokens               | 71,756,771 |
+| Entries              |     36,314 |
+| Tokens/Entry (med)   |        287 |
+| Words                | 15,103,093 |
+| Words/Entry (med)    |         65 |
+