Update README.md

README.md

@@ -1,3 +1,31 @@
 ---
 license: bigcode-openrail-m
 ---
+
+## LoRDCoder v0 12.3B
+
+Usage:
+
+```
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+device = "cuda"
+
+model = AutoModelForCausalLM.from_pretrained("nolanoAI/lordcoder-v0-12-3B", trust_remote_code=True).to(device)
+tokenizer = AutoTokenizer.from_pretrained("nolanoAI/lordcoder-v0-12-3B", trust_remote_code=True)
+
+inputs = {k: v.to(device) for k,v in tokenizer('# PyTorch CNN on MNIST\nimport torch\n', return_tensors='pt').items()}
+
+generated_ids = model.generate(
+        **inputs,
+        use_cache=True,
+        max_new_tokens=500,
+        temperature=0.1,
+        top_p=0.95,
+        do_sample=True,
+        eos_token_id=tokenizer.eos_token_id,
+        pad_token_id=tokenizer.eos_token_id,  # model has no pad token
+    )
+
+
+```