Sefika/mistral_fewrel_10_9

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Model Details

Model Description

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This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.

• —Developed by: Sefika

• —Language(s) (NLP): EN
• —License: MIT
• —Finetuned from model [optional]: mistralai/Mistral-7B-Instruct-v0.2

Model Sources [optional]

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• —Repository: [More Information Needed]
• —Paper [optional]: [More Information Needed]
• —Demo [optional]: [More Information Needed]

Direct Use

from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline

tokenizer = "mistralai/Mistral-7B-Instruct-v0.2"
model_id = "Sefika/mistral_fewrel_10_9"
tokenizer = AutoTokenizer.from_pretrained(model_id, use_auth_token=True)
model = AutoModelForCausalLM.from_pretrained(
    model_id,
    device_map="auto",
    load_in_4bit=True,  # Requires bitsandbytes
    torch_dtype="auto"
)

Testing Data

FewRel

BibTeX: The paper "Large Language Models for Continual Relation Extraction" is submitted to Springer Machine Learning journal

Model Card Contact

sefika efeoglu