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: Grade school math problems
Original dataset: https://huggingface.co/datasets/gsm8k
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Try querying this adapter for free in Lora Land at https://predibase.com/lora-land!
The adapter_category is STEM and the name is Grade School Math (gsm8k)
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Sample input: Please answer the following question: James decides to run 3 sprints 3 times a week. He runs 60 meters each sprint. How many total meters does he run a week?\nAnswer:
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Sample output: He runs 33=<<3*3=9>>9 sprints a week
He runs 609=<<60*9=540>>540 meters a week
540\
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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/gsm8k"
model = AutoModelForCausalLM.from_pretrained(model_id)
model.load_adapter(peft_model_id)
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Base model
mistralai/Mistral-7B-v0.1