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@@ -35,7 +35,7 @@ V0.2 comes with several improvements, including less biases and more accurate ca
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  # Usage options
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- Basically, 3 modes of usage have beet trained:
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  - Brief description (main information without excess connecting phrases, prose and reasoning)
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  - Detailed description with focus on discinct features of characters and actions
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  - Structured json-like output, best choise for further NLP
@@ -81,8 +81,9 @@ Replace user inctruction with one of mentioned above (works best) or any yours.
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  You can use alreasy existing venv or create a new. All you need is >=torch2.1.2
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  ```
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  pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121
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- pip install -r .\requirements.txt
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  ```
 
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  You will need a dev build of transformers to be able to run in (already in requirements.txt).
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  ```
 
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  # Usage options
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+ Basically, 3 modes of usage have been trained:
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  - Brief description (main information without excess connecting phrases, prose and reasoning)
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  - Detailed description with focus on discinct features of characters and actions
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  - Structured json-like output, best choise for further NLP
 
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  You can use alreasy existing venv or create a new. All you need is >=torch2.1.2
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  ```
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  pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121
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+ pip install -r requirements.txt
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  ```
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+ If you are using linux or know kow to build it in windows (or use prebuilded) - also install Flash Attention-2 and uncomment corresponding line.
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  You will need a dev build of transformers to be able to run in (already in requirements.txt).
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  ```