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: Do the sentences have the same meaning?
Original dataset: https://huggingface.co/datasets/glue/viewer/mrpc
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Try querying this adapter for free in Lora Land at https://predibase.com/lora-land!
The adapter_category is Academic Benchmarks and the name is Sentence Comparison (MRPC)
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Sample input: You are given two sentences below, Sentence 1 and Sentence 2. If the two sentences are semantically equivalent, please return 1. Otherwise, please return 0.\n\n### Sentence 1: The association said 28.2 million DVDs were rented in the week that ended June 15 , compared with 27.3 million VHS cassettes .\n\n### Sentence 2: The Video Software Dealers Association said 28.2 million DVDs were rented out last week , compared to 27.3 million VHS cassettes .\n\n### Label:
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Sample output: 1
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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/glue_mrpc"
model = AutoModelForCausalLM.from_pretrained(model_id)
model.load_adapter(peft_model_id)
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Base model
mistralai/Mistral-7B-v0.1