Lora Land - 27 High-Quality LoRA Adapters
Collection
27 Fine-tuned LoRA Adapters using Mistral-7B. Try them here: https://predibase.com/lora-land
•
27 items
•
Updated
•
3
Description: Translation from meaning representation to natural language
Original dataset: https://huggingface.co/datasets/e2e_nlg
---
Try querying this adapter for free in Lora Land at https://predibase.com/lora-land!
The adapter_category is Structured-to-Text and the name is Structured-to-Text (e2e_nlg)
---
Sample input: You are given a meaning representation below. Please translate it into plain English. Here is an example:\n\n### Meaning Representation: name[Blue Spice], eatType[coffee shop], area[city centre]\n\n### Plain English: A coffee shop in the city centre area called Blue Spice.\n\nNow please translate the following meaning representation:\n\n### Meaning Representation: name[Blue Spice], eatType[pub], food[Chinese], area[city centre], familyFriendly[yes], near[Rainbow Vegetarian Café]\n\n### Plain English:
---
Sample output: Blue Spice is a pub that serves Chinese food. It is located in the city centre near Rainbow Vegetarian Café.
---
Try using this adapter yourself!
from transformers import AutoModelForCausalLM, AutoTokenizer
model_id = "mistralai/Mistral-7B-v0.1"
peft_model_id = "predibase/e2e_nlg"
model = AutoModelForCausalLM.from_pretrained(model_id)
model.load_adapter(peft_model_id)
- Downloads last month
- 879
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Model tree for predibase/e2e_nlg
Base model
mistralai/Mistral-7B-v0.1