Update README.md

README.md

@@ -1,3 +1,35 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+datasets:
+- gair-prox/FineWeb-pro
+language:
+- en
+tags:
+- llama
+pipeline_tag: text-generation
+---
+
+# FW-ProX-1.7B
+
+<p align="center">
+  <img src="prox-teaser.png">
+</p>
+
+[ArXiv](http://arxiv.org/abs/xxxx) | [Models](https://huggingface.co/gair-prox/FW-ProX-1.7B) | [Data](https://huggingface.co/datasets/gair-prox/FineWeb-pro) | [Code](https://github.com/GAIR-NLP/program-every-example)
+
+**FW-ProX-1.7B** is a small language model. It was and trained on the [FineWeb-pro](https://huggingface.co/datasets/gair-prox/FineWeb-pro) for 50B tokens. 
+
+## Evaluations
+
+ProX models are evaluated over 10 language model benchmarks in zero-shot setting.
+
+|                       | ArC-c | ARC-e | CSQA  | HellaS | MMLU  | OBQA  | PiQA  | SIQA  | WinoG | SciQ  | AVG  |
+|-----------------------|-------|-------|-------|-----------|-------|-------|-------|-------|-------|-------|------|
+| raw | 28.5 | 52.6 | 33.9 | 53.2 | 29.8 | 32.6 | 72.9 | 40.2 | 53.0 | 77.1 | 47.4 |
+| ours | 34.4 | 63.9 | 32.6 | 53.0 | 33.1 | 34.4 | 73.1 | 39.3 | 52.7 | 81.5 | 49.8 |
+
+### Citation
+```
+@misc{TBD
+}
+```