Update README.md

README.md

@@ -1,3 +1,26 @@
 ---
 license: mit
 ---
+
+# RWKV fast quant, best used with rwkvstic 2.0.5
+## Benchmark
+### Nvidia A4000 16GB : 6.0s/100t
+
+# Usage 
+```py
+from rwkvstic.load import RWKV
+
+# Load the model (supports full path, relative path, and remote paths)
+
+model = RWKV(
+    "https://huggingface.co/Hazzzardous/rwkv-fastquant/resolve/main/R14B-8K-FastQuant-rwkvstic-2-0-4.rwkv"
+)
+
+model.loadContext(newctx=f"Q: who is Jim Butcher?\n\nA:")
+output = model.forward(number=100)["output"]
+
+print(output) 
+
+# Q: who is Jim Butcher?
+# A: Jim Butcher is a very popular American author of fantasy novels. He’s known for the Dresden Files series of novels.<|endoftext|>
+```