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--- |
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language: |
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- en |
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license: cc-by-nc-4.0 |
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tags: |
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- text-generation-inference |
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- transformers |
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- unsloth |
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- mistral |
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base_model: maldv/winter-garden-7b-alpha |
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datasets: |
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- maldv/cyberpunk |
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- microsoft/orca-math-word-problems-200k |
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- Weyaxi/sci-datasets |
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- maldv/conversation-cixot |
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--- |
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# Electric Sheep 7B - α - "The Author" |
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- **Developed by:** maldv |
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- **License:** cc-by-nc-4.0 |
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- **Finetuned from model:** maldv/winter-garden-7b-alpha |
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- **Methodology:** Simple newline delimited, rolling window book and conversation data. |
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## Will It Write |
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I spent the first evening after baking this model watching as it wrote page after page, story after story. The answer is, yes. It will write, and never stop. 100% story, 0% plot. |
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It is one of the most beautiful things I've ever seen. *laughs* |
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## Data |
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70% book data, then 10% from each of the other datasets, lora r 64, lr .00007, 2 epochs. Trained for around 2 days on an a6000; loss fell to .4, but that grad leveled out at around 3 and ground in really nicely. |
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## Chat Template |
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It was trained to follow no prompt at all, just to start going. It can be encouraged by `[WP] Topic\n\n`, and once it gets going an author note doesn't seem to get regurgitated. |
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If you have to follow a chat template, use the one it shipped with, as that is what the conversation turns were conditioned on. Format is not super important, but if you use one, then provide a few turns of dialogue to get it rolling. |
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```python |
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{{bos_token}} |
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{% for message in messages %} |
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{% if 'name' in message %}{{message['name'] + ('' if 'to' not in message else ' (to ' + message['to'] + ')') + ': ' + message['content'] + '\n\n'}}{% else %}{{message['content'] + '\n\n '}} |
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{% endif %} |
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{% endfor %} |
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``` |
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Which produces results like: |
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``` |
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Paul (to Jane): The sky is blue. |
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Jane (to Paul): Yes, it sure is! |
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``` |
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="50"/>](https://github.com/unslothai/unsloth) |
