takashiyamamoto commited on
Commit
5769091
·
verified ·
1 Parent(s): 1b639d8

Upload folder using huggingface_hub

Browse files
README.md ADDED
@@ -0,0 +1,50 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: deepseek-ai/deepseek-vl-7b-chat
3
+ tags:
4
+ - peft
5
+ - lora
6
+ - deepseek-vl
7
+ - vision-language
8
+ - sft
9
+ library_name: peft
10
+ license: other
11
+ language:
12
+ - en
13
+ - ja
14
+ pipeline_tag: image-text-to-text
15
+ ---
16
+
17
+ # deepseeksft202507281606
18
+
19
+ This is a LoRA fine-tuned model based on [deepseek-ai/deepseek-vl-7b-chat](https://huggingface.co/deepseek-ai/deepseek-vl-7b-chat).
20
+
21
+ ## Model Details
22
+
23
+ - **Base Model**: deepseek-ai/deepseek-vl-7b-chat
24
+ - **Fine-tuning Method**: LoRA (Low-Rank Adaptation)
25
+ - **Training Data**: Custom vision-language dataset
26
+ - **Model Size**: large
27
+ - **Parameters**: ~37,478,400 trainable parameters
28
+
29
+ ## Usage
30
+
31
+ ```python
32
+ from peft import PeftModel
33
+ from deepseek_vl.models import VLChatProcessor, MultiModalityCausalLM
34
+
35
+ # Load base model
36
+ base_model = MultiModalityCausalLM.from_pretrained("deepseek-ai/deepseek-vl-7b-chat")
37
+
38
+ # Load LoRA adapter
39
+ model = PeftModel.from_pretrained(base_model, "takashiyamamoto/deepseeksft202507281606")
40
+
41
+ # Load processor
42
+ processor = VLChatProcessor.from_pretrained("deepseek-ai/deepseek-vl-7b-chat")
43
+ ```
44
+
45
+ ## Training Configuration
46
+
47
+ - LoRA Rank (r): 16
48
+ - LoRA Alpha: 32
49
+ - Learning Rate: 0.0002
50
+ - Epochs: 1
adapter_config.json ADDED
@@ -0,0 +1,41 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "alpha_pattern": {},
3
+ "auto_mapping": null,
4
+ "base_model_name_or_path": "",
5
+ "bias": "none",
6
+ "corda_config": null,
7
+ "eva_config": null,
8
+ "exclude_modules": null,
9
+ "fan_in_fan_out": false,
10
+ "inference_mode": true,
11
+ "init_lora_weights": true,
12
+ "layer_replication": null,
13
+ "layers_pattern": null,
14
+ "layers_to_transform": null,
15
+ "loftq_config": {},
16
+ "lora_alpha": 32,
17
+ "lora_bias": false,
18
+ "lora_dropout": 0.1,
19
+ "megatron_config": null,
20
+ "megatron_core": "megatron.core",
21
+ "modules_to_save": null,
22
+ "peft_type": "LORA",
23
+ "qalora_group_size": 16,
24
+ "r": 16,
25
+ "rank_pattern": {},
26
+ "revision": null,
27
+ "target_modules": [
28
+ "o_proj",
29
+ "k_proj",
30
+ "gate_proj",
31
+ "v_proj",
32
+ "down_proj",
33
+ "up_proj",
34
+ "q_proj"
35
+ ],
36
+ "task_type": "CAUSAL_LM",
37
+ "trainable_token_indices": null,
38
+ "use_dora": false,
39
+ "use_qalora": false,
40
+ "use_rslora": false
41
+ }
adapter_model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:69464f6d2887eb4c4c03d4b2fdf853e431d43327f60da10bba55ec76ea5d3601
3
+ size 149969848
special_tokens_map.json ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "additional_special_tokens": [
3
+ "<image_placeholder>"
4
+ ],
5
+ "bos_token": {
6
+ "content": "<|begin▁of▁sentence|>",
7
+ "lstrip": false,
8
+ "normalized": true,
9
+ "rstrip": false,
10
+ "single_word": false
11
+ },
12
+ "eos_token": {
13
+ "content": "<|end▁of▁sentence|>",
14
+ "lstrip": false,
15
+ "normalized": true,
16
+ "rstrip": false,
17
+ "single_word": false
18
+ },
19
+ "pad_token": "<|end▁of▁sentence|>"
20
+ }
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1,149 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_bos_token": true,
3
+ "add_eos_token": false,
4
+ "add_prefix_space": null,
5
+ "added_tokens_decoder": {
6
+ "100000": {
7
+ "content": "<|begin▁of▁sentence|>",
8
+ "lstrip": false,
9
+ "normalized": true,
10
+ "rstrip": false,
11
+ "single_word": false,
12
+ "special": true
13
+ },
14
+ "100001": {
15
+ "content": "<|end▁of▁sentence|>",
16
+ "lstrip": false,
17
+ "normalized": true,
18
+ "rstrip": false,
19
+ "single_word": false,
20
+ "special": true
21
+ },
22
+ "100002": {
23
+ "content": "ø",
24
+ "lstrip": false,
25
+ "normalized": true,
26
+ "rstrip": false,
27
+ "single_word": false,
28
+ "special": false
29
+ },
30
+ "100003": {
31
+ "content": "ö",
32
+ "lstrip": false,
33
+ "normalized": true,
34
+ "rstrip": false,
35
+ "single_word": false,
36
+ "special": false
37
+ },
38
+ "100004": {
39
+ "content": "ú",
40
+ "lstrip": false,
41
+ "normalized": true,
42
+ "rstrip": false,
43
+ "single_word": false,
44
+ "special": false
45
+ },
46
+ "100005": {
47
+ "content": "ÿ",
48
+ "lstrip": false,
49
+ "normalized": true,
50
+ "rstrip": false,
51
+ "single_word": false,
52
+ "special": false
53
+ },
54
+ "100006": {
55
+ "content": "õ",
56
+ "lstrip": false,
57
+ "normalized": true,
58
+ "rstrip": false,
59
+ "single_word": false,
60
+ "special": false
61
+ },
62
+ "100007": {
63
+ "content": "÷",
64
+ "lstrip": false,
65
+ "normalized": true,
66
+ "rstrip": false,
67
+ "single_word": false,
68
+ "special": false
69
+ },
70
+ "100008": {
71
+ "content": "û",
72
+ "lstrip": false,
73
+ "normalized": true,
74
+ "rstrip": false,
75
+ "single_word": false,
76
+ "special": false
77
+ },
78
+ "100009": {
79
+ "content": "ý",
80
+ "lstrip": false,
81
+ "normalized": true,
82
+ "rstrip": false,
83
+ "single_word": false,
84
+ "special": false
85
+ },
86
+ "100010": {
87
+ "content": "À",
88
+ "lstrip": false,
89
+ "normalized": true,
90
+ "rstrip": false,
91
+ "single_word": false,
92
+ "special": false
93
+ },
94
+ "100011": {
95
+ "content": "ù",
96
+ "lstrip": false,
97
+ "normalized": true,
98
+ "rstrip": false,
99
+ "single_word": false,
100
+ "special": false
101
+ },
102
+ "100012": {
103
+ "content": "Á",
104
+ "lstrip": false,
105
+ "normalized": true,
106
+ "rstrip": false,
107
+ "single_word": false,
108
+ "special": false
109
+ },
110
+ "100013": {
111
+ "content": "þ",
112
+ "lstrip": false,
113
+ "normalized": true,
114
+ "rstrip": false,
115
+ "single_word": false,
116
+ "special": false
117
+ },
118
+ "100014": {
119
+ "content": "ü",
120
+ "lstrip": false,
121
+ "normalized": true,
122
+ "rstrip": false,
123
+ "single_word": false,
124
+ "special": false
125
+ },
126
+ "100015": {
127
+ "content": "<image_placeholder>",
128
+ "lstrip": false,
129
+ "normalized": false,
130
+ "rstrip": false,
131
+ "single_word": false,
132
+ "special": true
133
+ }
134
+ },
135
+ "additional_special_tokens": [
136
+ "<image_placeholder>"
137
+ ],
138
+ "bos_token": "<|begin▁of▁sentence|>",
139
+ "clean_up_tokenization_spaces": false,
140
+ "eos_token": "<|end▁of▁sentence|>",
141
+ "extra_special_tokens": {},
142
+ "legacy": true,
143
+ "model_max_length": 16384,
144
+ "pad_token": "<|end▁of▁sentence|>",
145
+ "processor_class": "VLChatProcessor",
146
+ "tokenizer_class": "LlamaTokenizerFast",
147
+ "unk_token": null,
148
+ "use_default_system_prompt": false
149
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d133e53add9f8285acfbd26e20da60732b0ac25e8f6f335c3fe27d72ad36ae46
3
+ size 5777