Create README.md

README.md

@@ -0,0 +1,55 @@
+---
+license: apache-2.0
+language:
+- en
+library_name: transformers
+---
+# NumFa v2 (3B)
+
+NumFa v2 3B is a LLM pretrained that has 1B.
+
+Base model: TinyLLama
+
+**For testing only**
+
+## Model Details
+
+### Model Description
+
+The model was trained by TPU.
+
+This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
+
+- **Developed by:** NumFa
+- **Model type:** text-generation
+- **Language(s) (NLP):** English
+- **License:** apache-2.0
+
+
+### Out-of-Scope Use
+
+Math, Coding, and other language
+
+
+## Bias, Risks, and Limitations
+
+The model can has a bias from dataset. Use at your own risks!
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+**Example**
+
+```python
+# !pip install accelerate sentencepiece transformers bitsandbytes
+import torch
+from transformers import pipeline
+
+pipe = pipeline("text-generation", model="numfa/numfa_v2-3b", torch_dtype=torch.bfloat16, device_map="auto")
+
+# We use the tokenizer's chat template to format each message - see https://huggingface.co/docs/transformers/main/en/chat_templating
+
+outputs = pipe("test is", max_new_tokens=300, do_sample=True, temperature=0.9, top_k=50, top_p=0.95, no_repeat_ngram_size=2,typical_p=1.)
+print(outputs[0]["generated_text"])
+```