Update README.md

README.md

@@ -14,21 +14,21 @@ should probably proofread and complete it, then remove this comment. -->
 
 # phi-2-FCRL-v0.1
 
-This model is a fine-tuned version of [microsoft/phi-2](https://huggingface.co/microsoft/phi-2) on the None dataset.
+This model is a fine-tuned version of [microsoft/phi-2](https://huggingface.co/microsoft/phi-2) on [vicgalle/alpaca-gpt4]{https://huggingface.co/vicgalle/alpaca-gpt4}, [nRuaif/OpenOrca-GPT3.5]{https://huggingface.co/nRuaif/OpenOrca-GPT3.5}, [sahil2801/CodeAlpaca-20k]{https://huggingface.co/sahil2801/CodeAlpaca-20k}
 
-## Model description
+### Quick start
+```python
+import torch
+from transformers import AutoModelForCausalLM, AutoTokenizer
 
-More information needed
+model = AutoModelForCausalLM.from_pretrained("npvinHnivqn/phi-2-FCRL-v0.1", trust_remote_code=True, torch_dtype=torch.float32)
+tokenizer = AutoTokenizer.from_pretrained("microsoft/phi-2-FCRL-v0.1", trust_remote_code=True)
+inputs = tokenizer('''<SYSTEM>: You are a very good and helpful chatbot, you can answer almost every questions. <|USER|>: Write a short story about a curious cat <|BOT|>:''', return_tensors="pt", return_attention_mask=False)
 
-## Intended uses & limitations
-
-More information needed
-
-## Training and evaluation data
-
-More information needed
-
-## Training procedure
+outputs = model.generate(**inputs, max_length=512)
+text = tokenizer.batch_decode(outputs)[0]
+print(text)
+```
 
 ### Training hyperparameters
 
@@ -41,10 +41,6 @@ The following hyperparameters were used during training:
 - lr_scheduler_type: cosine
 - num_epochs: 1
 
-### Training results
-
-
-
 ### Framework versions
 
 - PEFT 0.7.1