Update README.md

README.md

@@ -1,3 +1,47 @@
 ---
 license: mit
+language:
+- ru
+pipeline_tag: text2text-generation
+widget:
+- text: '<SC6>Человек: Ответь на вопрос. Почему трава зеленая?\nБот: <extra_id_0>'
 ---
+# Den4ikAI/FRED-T5-XL_instructor
+Инструкционная модель на FRED-T5-XL.
+
+# Пример использования
+```python
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+import torch
+use_cuda = torch.cuda.is_available()
+device = torch.device("cuda" if use_cuda else "cpu")
+tokenizer = AutoTokenizer.from_pretrained("Den4ikAI/FRED-T5-XL_instructor")
+model = AutoModelForSeq2SeqLM.from_pretrained("Den4ikAI/FRED-T5-XL_instructor", torch_dtype=torch.float16).to(device)
+model.eval()
+
+from transformers import GenerationConfig
+
+generation_config = GenerationConfig.from_pretrained("Den4ikAI/FRED-T5-XL_instructor")
+def generate(prompt):
+  data = tokenizer(sample, return_tensors="pt").to(model.device)
+  output_ids = model.generate(
+      **data,
+      generation_config=generation_config
+  )[0]
+  print(tokenizer.decode(data["input_ids"][0].tolist()))
+  out = tokenizer.decode(output_ids.tolist())
+  return out
+
+while 1:
+  generate(input(":> "))
+
+```
+# Citation
+```
+@MISC{Den4ikAI/FRED-T5-XL_instructor,
+    author  = {Denis Petrov},
+    title   = {Russian Instructor Model},
+    url     = {https://huggingface.co/Den4ikAI/FRED-T5-XL_instructor/},
+    year    = 2023
+}
+```