Update README.md

README.md

@@ -1,5 +1,33 @@
 ---
 license: cc-by-nc-4.0
+language:
+- de
+tags:
+- llama
+- alpaca
+- llm
+- finetune
+- german
+- transformers
 ---
 
+# Zicklein: german 
+
+## Usage
+
+Check the Github repo with code: https://github.com/22-hours/cabrita
+
+```python
+from peft import PeftModel
+from transformers import LLaMATokenizer, LLaMAForCausalLM, GenerationConfig
+
+tokenizer = LLaMATokenizer.from_pretrained("decapoda-research/llama-7b-hf")
+model = LLaMAForCausalLM.from_pretrained(
+    "decapoda-research/llama-7b-hf",
+    load_in_8bit=True,
+    device_map="auto",
+)
+model = PeftModel.from_pretrained(model, "22h/cabrita-lora-v0-1")
+```
+
 LLaMA link: https://docs.google.com/forms/d/e/1FAIpQLSfqNECQnMkycAp2jP4Z9TFX0cGR4uf7b_fBxjY_OjhJILlKGA/viewform