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Browse files- Upload 43 files (236ae1f25afd559e6b8684311b00388e4b3e7d7f)
Co-authored-by: Luke <[email protected]>
- README.md +52 -0
- assets/mplug_owl2_radar.png +0 -0
- config.json +176 -0
- configuration.json +1 -0
- generation_config.json +9 -0
- preprocessor_config.json +20 -0
- pytorch_model-1-of-33.bin +3 -0
- pytorch_model-10-of-33.bin +3 -0
- pytorch_model-11-of-33.bin +3 -0
- pytorch_model-12-of-33.bin +3 -0
- pytorch_model-13-of-33.bin +3 -0
- pytorch_model-14-of-33.bin +3 -0
- pytorch_model-15-of-33.bin +3 -0
- pytorch_model-16-of-33.bin +3 -0
- pytorch_model-17-of-33.bin +3 -0
- pytorch_model-18-of-33.bin +3 -0
- pytorch_model-19-of-33.bin +3 -0
- pytorch_model-2-of-33.bin +3 -0
- pytorch_model-20-of-33.bin +3 -0
- pytorch_model-21-of-33.bin +3 -0
- pytorch_model-22-of-33.bin +3 -0
- pytorch_model-23-of-33.bin +3 -0
- pytorch_model-24-of-33.bin +3 -0
- pytorch_model-25-of-33.bin +3 -0
- pytorch_model-26-of-33.bin +3 -0
- pytorch_model-27-of-33.bin +3 -0
- pytorch_model-28-of-33.bin +3 -0
- pytorch_model-29-of-33.bin +3 -0
- pytorch_model-3-of-33.bin +3 -0
- pytorch_model-30-of-33.bin +3 -0
- pytorch_model-31-of-33.bin +3 -0
- pytorch_model-32-of-33.bin +3 -0
- pytorch_model-33-of-33.bin +3 -0
- pytorch_model-4-of-33.bin +3 -0
- pytorch_model-5-of-33.bin +3 -0
- pytorch_model-6-of-33.bin +3 -0
- pytorch_model-7-of-33.bin +3 -0
- pytorch_model-8-of-33.bin +3 -0
- pytorch_model-9-of-33.bin +3 -0
- pytorch_model.bin.index.json +1 -0
- special_tokens_map.json +24 -0
- tokenizer.model +3 -0
- tokenizer_config.json +35 -0
README.md
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---
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tasks:
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- multimodal-dialogue
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studios:
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- damo/mPLUG-Owl
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model-type:
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- mplug-owl2
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domain:
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- multi-modal
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frameworks:
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- pytorch
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backbone:
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- transformer
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containers:
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license: apache-2.0
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language:
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- en
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tags:
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- transformer
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- mPLUG
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- Multimodal
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- ChatGPT
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- GPT
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- Alibaba
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---
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# mPLUG-Owl2介绍
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mPLUG-Owl2是一种面向多模态语言模型的模块化的训练范式。其能学习与语言空间相适应的视觉知识,并支持在多模态场景(支持图片、文本输入)下进行多轮对话。它涌现多图关系理解,场景文本理解和基于视觉的文档理解等能力。
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## 模型描述
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mPLUG-Owl2基于mPLUG-2模块化的思想,通过多阶段分别训练模型的视觉底座与语言模型,使其视觉知识能与预训练语言模型紧密协作,达到了显著优于主流多模态语言模型的效果。
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![Training paradigm and model overview](assets/mplug_owl2_radar.png)
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assets/mplug_owl2_radar.png
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config.json
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{
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"attention_bias": false,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 11008,
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"max_position_embeddings": 2048,
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"model_type": "mplug_owl2",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 32,
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"tie_word_embeddings": false,
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"transformers_version": "4.28.1",
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"use_cache": true,
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"visual_config": {
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"visual_abstractor": {
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"_name_or_path": "",
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"add_cross_attention": false,
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"architectures": null,
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"attention_probs_dropout_prob": 0.0,
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"diversity_penalty": 0.0,
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"do_sample": false,
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"early_stopping": false,
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"encoder_hidden_size": 1024,
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"grid_size": 32,
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"hidden_size": 1024,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1"
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},
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"initializer_range": 0.02,
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"intermediate_size": 2816,
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"is_decoder": false,
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},
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"max_length": 20,
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"min_length": 0,
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"model_type": "mplug_owl_visual_abstract",
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},
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},
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}
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configuration.json
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{"framework":"Pytorch","task":"multimodal-dialogue"}
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generation_config.json
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{
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"bos_token_id": 1,
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"eos_token_id": 2,
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"max_length": 4096,
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"pad_token_id": 0,
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"temperature": 0.9,
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"top_p": 0.6,
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"transformers_version": "4.31.0"
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}
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preprocessor_config.json
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{
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"crop_size": 448,
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"do_center_crop": true,
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"do_normalize": true,
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"do_resize": true,
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"feature_extractor_type": "CLIPFeatureExtractor",
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"image_mean": [
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],
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"image_std": [
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],
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"resample": 3,
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"size": 448
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}
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pytorch_model-1-of-33.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:3eda171a965e0f4f98941f0a45b2322d9f046f687205d0242fa6f45eefad04bc
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size 471896315
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pytorch_model-10-of-33.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:963430967add27b3cd84b55cc5d52a11fa1676450c790be813044fc59c43c3c5
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size 471896315
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pytorch_model-11-of-33.bin
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version https://git-lfs.github.com/spec/v1
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special_tokens_map.json
ADDED
@@ -0,0 +1,24 @@
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1 |
+
{
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2 |
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"bos_token": {
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3 |
+
"content": "<s>",
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|
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|
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"rstrip": false,
|
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"single_word": false
|
8 |
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},
|
9 |
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"eos_token": {
|
10 |
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
|
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"single_word": false
|
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},
|
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"pad_token": "<unk>",
|
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"unk_token": {
|
18 |
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"content": "<unk>",
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|
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|
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"rstrip": false,
|
22 |
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"single_word": false
|
23 |
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}
|
24 |
+
}
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tokenizer.model
ADDED
@@ -0,0 +1,3 @@
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
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3 |
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size 499723
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tokenizer_config.json
ADDED
@@ -0,0 +1,35 @@
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1 |
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{
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"bos_token": {
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"eos_token": {
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"__type": "AddedToken",
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"content": "</s>",
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"normalized": false,
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"single_word": false
|
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},
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"model_max_length": 4096,
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"pad_token": null,
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"padding_side": "right",
|
25 |
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"sp_model_kwargs": {},
|
26 |
+
"tokenizer_class": "LlamaTokenizer",
|
27 |
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"unk_token": {
|
28 |
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"__type": "AddedToken",
|
29 |
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"content": "<unk>",
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|
31 |
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"normalized": false,
|
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"rstrip": false,
|
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"single_word": false
|
34 |
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}
|
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