Update README.md

README.md

@@ -1,3 +1,71 @@
 ---
+language:
+- en
+- zh
+- de
+- fr
+- es
+- pt
+- ru
+- it
+- ja
+- ko
+- vi
+- ar
+tags:
+- pytorch
+- text-generation
+- causal-lm
+- rwkv
 license: apache-2.0
+datasets:
+- khalidalt/Joud
 ---
+
+# RWKV-4-World-7b-Arabic
+
+## Model Description
+
+
+RWKV-4-World-7b-Arabic is a pretrinaed version of RWKV-4-world that finetuned on Arabic datasets. 
+
+RWKV-4
+
+How to use:
+* use https://github.com/josStorer/RWKV-Runner for GUI
+* use latest rwkv pip package (0.8.0+)
+* use https://github.com/BlinkDL/ChatRWKV/blob/main/v2/benchmark_world.py and https://github.com/BlinkDL/ChatRWKV/blob/main/API_DEMO_WORLD.py to test it
+
+The differences between World & Raven:
+* set pipeline = PIPELINE(model, "rwkv_vocab_v20230424") instead of 20B_tokenizer.json (EXACTLY AS WRITTEN HERE. "rwkv_vocab_v20230424" is included in rwkv 0.7.4+)
+* use Question/Answer or User/AI or Human/Bot for chat. **DO NOT USE Bob/Alice or Q/A**
+
+For 0.1/0.4/1.5B models, use **fp32** for first layer (will overflow in fp16 at this moment - fixable in future), or bf16 if you have 30xx/40xx GPUs. Example strategy: cuda fp32 *1 -> cuda fp16
+
+NOTE: the new greedy tokenizer (https://github.com/BlinkDL/ChatRWKV/blob/main/tokenizer/rwkv_tokenizer.py) will tokenize '\n\n' as one single token instead of ['\n','\n']
+
+QA prompt (replace \n\n in xxx to \n):
+```
+Question: xxx
+
+Answer:
+```
+and
+```
+Instruction: xxx
+
+Input: xxx
+
+Response:
+```
+
+A good chat prompt (replace \n\n in xxx to \n):
+```
+User: hi
+
+Assistant: Hi. I am your assistant and I will provide expert full response in full details. Please feel free to ask any question and I will always answer it.
+
+User: xxx
+
+Assistant:
+```