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--- |
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license: llama2 |
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tags: |
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- moe |
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- merge |
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--- |
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Where we're going, we don't need reason. |
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Goliath x MegaDolphin. |
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Imagine trying to QuIP# this thing? |
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<img src=https://huggingface.co/lodrick-the-lafted/Grafted-Titanic-Dolphin-2x120B/resolve/main/gtd.png> |
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Official hall of shame winner at https://merge.moe. This would not have been possible without Charles Goddard's hard work! |
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## 💻 Usage |
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```python |
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from transformers import AutoTokenizer |
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import transformers |
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import torch |
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model = "lodrick-the-lafted/Grafted-Titanic-Dolphin-2x120B" |
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tokenizer = AutoTokenizer.from_pretrained(model) |
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pipeline = transformers.pipeline( |
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"text-generation", |
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model=model, |
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model_kwargs={"torch_dtype": torch.float16, "load_in_4bit": True}, |
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) |
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messages = [{"role": "user", "content": "Explain what a Mixture of Experts is in less than 100 words."}] |
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prompt = pipeline.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True) |
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outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95) |
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print(outputs[0]["generated_text"]) |
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``` |
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