doubutsu-2b-lora-378-docci

An adapter for qresearch/doubutsu-2b-pt-378 on DOCCI for 3 epochs.

Usage

import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
from PIL import Image

model_id = "qresearch/doubutsu-2b-pt-378"
model = AutoModelForCausalLM.from_pretrained(
    model_id,
    trust_remote_code=True,
    torch_dtype=torch.float16,
).to("cuda")

tokenizer = AutoTokenizer.from_pretrained(
    model_id,
    use_fast=True,
)

model.load_adapter("qresearch/doubutsu-2b-lora-378-docci")

image = Image.open("IMAGE")

print(
    model.answer_question(
        image, "Describe the image", tokenizer, max_new_tokens=128, temperature=0.1
    ),
)

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I888  9888   .d888L .+   8888L        @8Wou 9%  8888L      9888  9888   .d888L .+   9888       888E  888E 
`888Nx?888   ^"8888*"    '8888c. .+ .888888P`   '8888c. .+ 9888  9888   ^"8888*"    ?8888u../  888E  888E 
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