Upload README.md

README.md

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+---
+license: mit
+language:
+- ru
+pipeline_tag: text2text-generation
+widget:
+- text: '<SC1>человек: Как тебя зовут?\nчатбот: Даша\nчеловек: А меня Денис\nчатбот: <extra_id_0>'
+---
+# Den4ikAI/FRED-T5-XL-chitchat
+Болталка на основе FRED-T5-XL. Длина контекста модели 6-8 реплик.
+
+# Пример использования
+```python
+import torch
+import transformers
+
+use_cuda = torch.cuda.is_available()
+device = torch.device("cuda" if use_cuda else "cpu")
+
+
+t5_tokenizer = transformers.GPT2Tokenizer.from_pretrained("Den4ikAI/FRED-T5-XL-chitchat")
+t5_model = transformers.T5ForConditionalGeneration.from_pretrained("Den4ikAI/FRED-T5-XL-chitchat")
+t5_model.to(device)
+t5_model.eval()
+
+while True:
+    print('-'*80)
+    dialog = []
+    while True:
+        msg = input('Вопрос :> ').strip()
+        if len(msg) == 0:
+            break
+
+        msg = msg[0].upper() + msg[1:]
+        dialog.append('человек: ' + msg)
+        prompt = '<SC1>' + '\n'.join(dialog) + '\nчатбот: <extra_id_0>'
+
+        input_ids = t5_tokenizer(prompt, return_tensors='pt').input_ids
+        out_ids = t5_model.generate(input_ids=input_ids.to(device),
+                                    max_length=200,
+                                    eos_token_id=t5_tokenizer.eos_token_id,
+                                    early_stopping=True,
+                                    do_sample=True,
+                                    temperature=1.0,
+                                    top_k=0,
+                                    top_p=0.95)
+
+        t5_output = t5_tokenizer.decode(out_ids[0][1:])
+        if '</s>' in t5_output:
+            t5_output = t5_output[:t5_output.find('</s>')].strip()
+
+        t5_output = t5_output.replace('<extra_id_0>', '').strip()
+
+        print('Ответ :> {}'.format(t5_output))
+        dialog.append('чатбот: ' + t5_output)
+```
+# Citation
+```
+@MISC{Den4ikAI/FRED-T5-XL-chitchat,
+    author  = {Denis Petrov, Ilya Koziev},
+    title   = {Russian chitchat model},
+    url     = {https://huggingface.co/Den4ikAI/FRED-T5-XL-chitchat},
+    year    = 2023
+}
+```