Update README.md

README.md

@@ -5,6 +5,28 @@ colorFrom: gray
 colorTo: pink
 sdk: static
 pinned: false
+license: apache-2.0
+short_description: Fine-tune large models on small GPUs
 ---
 
-Edit this `README.md` markdown file to author your organization card.
+# Soup
+
+Open-source engine for fine-tuning large models on small GPUs.
+
+**8B model fine-tuned in 3.3 GB of VRAM** — on a 4 GB RTX 3050 laptop GPU.
+Against DeepSpeed ZeRO-3 on the same machine: **2.93x the speed, 9.7x less memory.**
+
+Apache-2.0. Every measurement is published, including the runs that failed
+and one explanation we posted and then retracted after measuring it.
+
+- Repository: https://github.com/MakazhanAlpamys/Soup
+- Benchmarks: https://github.com/MakazhanAlpamys/Soup/tree/main/benchmarks
+- Paper: https://trysoup.dev/docs/paper
+- Run it yourself on a free Colab T4: https://trysoup.dev/docs/layer-streaming#run-it-yourself-on-a-free-colab-t4
+
+Install:
+
+    pip install "soup-cli[train]"
+
+Ollama made running models something you do on your own machine.
+We are doing that for training them.