doubutsu-2b-lora-756-vqa

An adapter for qresearch/doubutsu-2b-pt-756 trained on vqa_small for 3 epochs.

Usage

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

model_id = "qresearch/doubutsu-2b-pt-756"
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-756-vqa")

image = Image.open("IMAGE")

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

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• batch_size: 2
• gradient_accumulation_steps: 4
• total_train_batch_size: 8
• num_epochs: 3

                                       .x+=:.
                                      z`    ^%                                                  .uef^"
               .u    .                   .   <k                           .u    .             :d88E
    .u@u     .d88B :@8c       .u       .@8Ned8"      .u          u      .d88B :@8c        .   `888E
 .zWF8888bx ="8888f8888r   ud8888.   .@^%8888"    ud8888.     us888u.  ="8888f8888r  .udR88N   888E .z8k
.888  9888    4888>'88"  :888'8888. x88:  `)8b. :888'8888. .@88 "8888"   4888>'88"  <888'888k  888E~?888L
I888  9888    4888> '    d888 '88%" 8888N=*8888 d888 '88%" 9888  9888    4888> '    9888 'Y"   888E  888E
I888  9888    4888>      8888.+"     %8"    R88 8888.+"    9888  9888    4888>      9888       888E  888E
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
 "88" '888      "Y"       "88888%   `   ^"F      "88888%   "888*""888"     "Y"       "8888P'  m888N= 888>
       88E                  "YP'                   "YP'     ^Y"   ^Y'                  "P'     `Y"   888
       98>                                                                                          J88"
       '8                                                                                           @%
        `                                                                                         :"