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Browse files- README.md +63 -3
- adapter_config.json +36 -0
- adapter_model.safetensors +3 -0
README.md
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---
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---
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base_model: qresearch/doubutsu-2b-pt-756
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library_name: peft
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---
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# doubutsu-2b-lora-756-vqa
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An adapter for [qresearch/doubutsu-2b-pt-756](https://huggingface.co/qresearch/doubutsu-2b-pt-756) on [vqa_small](https://huggingface.co/datasets/abhishek/vqa_small) for 3 epochs.
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## Usage
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```python
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import torch
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from transformers import AutoModelForCausalLM, AutoTokenizer
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from PIL import Image
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model_id = "qresearch/doubutsu-2b-pt-756"
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model = AutoModelForCausalLM.from_pretrained(
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model_id,
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trust_remote_code=True,
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torch_dtype=torch.float16,
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).to("cuda")
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tokenizer = AutoTokenizer.from_pretrained(
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model_id,
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use_fast=True,
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)
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model.load_adapter("qresearch/doubutsu-2b-lora-756-vqa")
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image = Image.open("IMAGE")
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print(
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model.answer_question(
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image, "Describe the image", tokenizer, max_new_tokens=128, temperature=0.1
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),
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)
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```
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## Examples
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| Image | Examples |
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| ----------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| <img src="assets/demo1.png" width="300"/> | **Describe the image.**<br>A top-down view of a sidewalk with the word "ROW" in orange spray paint on the left side. A red fire lane symbol is below the word in the middle. A line is on the right side of the sidewalk, going up vertically. A metal strip is on the left side of the sidewalk, going horizontally. Dirt is on the ground in front of the sidewalk. |
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| <img src="assets/demo2.png" width="300"/> | **Describe the image.**<br>A low-angle view of a golden statue of a woman on top of a golden horse and a golden chariot. The woman is facing the right side of the image. She is holding a golden bird in her right hand and a golden shield in her left hand. She is wearing a golden robe with a golden belt around her waist. She is wearing a golden helmet on her head. She is holding a golden staff in her right hand and her left hand is raised up above her head, palm facing forward. The woman is wearing a golden crown on her head. The horse is facing the left side of the image. |
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```
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.x+=:.
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z` ^% .uef^"
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.u . . <k .u . :d88E
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.u@u .d88B :@8c .u .@8Ned8" .u u .d88B :@8c . `888E
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.zWF8888bx ="8888f8888r ud8888. .@^%8888" ud8888. us888u. ="8888f8888r .udR88N 888E .z8k
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.888 9888 4888>'88" :888'8888. x88: `)8b. :888'8888. .@88 "8888" 4888>'88" <888'888k 888E~?888L
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I888 9888 4888> ' d888 '88%" 8888N=*8888 d888 '88%" 9888 9888 4888> ' 9888 'Y" 888E 888E
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I888 9888 4888> 8888.+" %8" R88 8888.+" 9888 9888 4888> 9888 888E 888E
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I888 9888 .d888L .+ 8888L @8Wou 9% 8888L 9888 9888 .d888L .+ 9888 888E 888E
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`888Nx?888 ^"8888*" '8888c. .+ .888888P` '8888c. .+ 9888 9888 ^"8888*" ?8888u../ 888E 888E
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"88" '888 "Y" "88888% ` ^"F "88888% "888*""888" "Y" "8888P' m888N= 888>
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88E "YP' "YP' ^Y" ^Y' "P' `Y" 888
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98> J88"
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'8 @%
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` :"
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```
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "qresearch/doubutsu-2b-pt-756",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 256,
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"lora_dropout": 0.0,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 128,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"gate_proj",
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"q_proj",
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"up_proj",
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"mm_projector.model.0",
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"down_proj",
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"k_proj",
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"v_proj",
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"o_proj",
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"mm_projector.model.2"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:7f9f4b9a3a828d7e85e87be8f28f11e8087563cac0da24acbe3c2cd63ccc0523
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size 689458008
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