Instructions to use FierceLLM/CoreGPT-small with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use FierceLLM/CoreGPT-small with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("sberbank-ai/rugpt3small_based_on_gpt2") model = PeftModel.from_pretrained(base_model, "FierceLLM/CoreGPT-small") - Notebooks
- Google Colab
- Kaggle
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license: cc-by-nc-4.0
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---
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license: cc-by-nc-4.0
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datasets:
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- FierceLLM/ru-instruct-10k
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language:
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- ru
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base_model:
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- ai-forever/rugpt3small_based_on_gpt2
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tags:
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- russian
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- gpt
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- lora
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- peft
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- causal-lm
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---
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Это легковесная LLM, дообученная версия **rugpt3small** (_ai-forever/rugpt3small_based_on_gpt2_), предназначенная для диалогов.
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## Базовые параметры
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- **Архитектура:** RuGPT3Small (124M параметров)
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- **Метод обучения:** LoRA + PEFT
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- **Обучающий датасет:** FierceLLM/ru-instruct-10k
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- **Цель:** Исследовательский эксперимент
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