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.gitattributes

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 *.zst filter=lfs diff=lfs merge=lfs -text
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+Maral.jpg filter=lfs diff=lfs merge=lfs -text

README.md

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----
-license: apache-2.0
----
+---
+language:
+- ru
+---
+# Maral
+
+
+<img src="Maral.jpg" width="700px">
+
+
+## Description 
+
+Maral is a general-purpose generative language model that demonstrates excellent performance in tasks such as summarization and question-answering, specifically in the Russian language. Its advanced capabilities allow it to generate coherent and contextually accurate responses, making it highly effective for a wide range of natural language processing applications.
+
+
+## 👨‍💻 Examples of usage
+
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+import torch
+
+tokenizer = AutoTokenizer.from_pretrained("MadShift/Maral")
+model = AutoModelForCausalLM.from_pretrained("MadShift/Maral", device_map="auto")
+
+input_text = "Введите свой текст здесь"
+input_ids = tokenizer(input_text, return_tensors="pt").to(model.device)
+
+outputs = model.generate(**input_ids, max_new_tokens=256)
+print(tokenizer.decode(outputs[0]))
+```