---
library_name: transformers
tags:
- trl
- sft
license: mit
---

# Model Card for Model ID

<!-- Provide a quick summary of what the model is/does. -->



## Model Details

### Model Description

<!-- Provide a longer summary of what this model is. -->

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]:** https://huggingface.co/meta-llama/Llama-2-7b-chat-hf

### Model Sources [optional]

<!-- Provide the basic links for the model. -->

- **Repository:** [More Information Needed]
- **Paper [optional]:** [More Information Needed]
- **Demo [optional]:** [More Information Needed]


### Direct Use

```python
from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline

tokenizer = "meta-llama/Llama-2-7b-chat-hf"
model_id = "CRE_llama_fewrel_1_memory_10_4"
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