ibleducation/ibl-fordham-7b
ibleducation/ibl-fordham-7b is a model finetuned on top of openchat/openchat_3.5
This model is finetuned to answer questions about fordham university.
Model Details
- Developed by: IBL Education
- Model type: Mistral-7B-v0.1
- Base Model: OpenChat 3.5
- Language: English
- Finetuned from weights: OpenChat 3.5
- Finetuned on data:
- Model License: Apache 2.0
- Epochs: 7
How to Use ibl-fordham-7b Model from Python Code (HuggingFace transformers)
Install the necessary packages
Requires: transformers 4.35.0 or later, and accelerate 0.23.0 or later.
pip install transformers==4.35.0
pip install accelerate==0.23.0
You can then try the following example code
from transformers import AutoModelForCausalLM, AutoTokenizer
import transformers
import torch
model_id = "ibleducation/ibl-fordham-7b"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(
model_id,
device_map="auto",
)
pipeline = transformers.pipeline(
"text-generation",
model=model,
tokenizer=tokenizer,
)
prompt = "<s>What programmes are offered at fordham university?</s>"
response = pipeline(prompt)
print(response['generated_text'])
Important - Use the prompt template below for ibl-fordham-7b:
<s>{prompt}</s>
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