Lora Land - 27 High-Quality LoRA Adapters
Collection
27 Fine-tuned LoRA Adapters using Mistral-7B. Try them here: https://predibase.com/lora-land
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27 items
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Updated
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3
Description: Content generation given a headline
Original dataset: https://huggingface.co/datasets/JulesBelveze/tldr_news
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Try querying this adapter for free in Lora Land at https://predibase.com/lora-land!
The adapter_category is Other and the name is News Content Generation (tldr_news)
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Sample input: The following headline is the headline of a news report. Please write the content of the news passage based on only this headline.\n\nHeadline: Latest success from Google’s AI group: Controlling a fusion reactor \n\nContent:
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Sample output: Google's AI group has developed a system that can control a fusion reactor. The system uses a deep reinforcement learning algorithm to control the reactor's magnetic field. It can control the reactor's magnetic field with a precision of 0.001%. The system can also learn to control the reactor's plasma. A video is available that shows the system controlling the reactor.
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Try using this adapter yourself!
from transformers import AutoModelForCausalLM, AutoTokenizer
model_id = "mistralai/Mistral-7B-v0.1"
peft_model_id = "predibase/tldr_content_gen"
model = AutoModelForCausalLM.from_pretrained(model_id)
model.load_adapter(peft_model_id)
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Base model
mistralai/Mistral-7B-v0.1