lluvecwonv commited on
Commit
f253a25
1 Parent(s): 6e3511c

wikimia_unlearned

Browse files
README.md ADDED
@@ -0,0 +1,59 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: peft
3
+ tags:
4
+ - generated_from_trainer
5
+ base_model: openlm-research/open_llama_7b
6
+ model-index:
7
+ - name: grad_ascent_2e-05_WikiMIA_QA_256_50
8
+ results: []
9
+ ---
10
+
11
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
+ should probably proofread and complete it, then remove this comment. -->
13
+
14
+ # grad_ascent_2e-05_WikiMIA_QA_256_50
15
+
16
+ This model was trained from scratch on an unknown dataset.
17
+
18
+ ## Model description
19
+
20
+ More information needed
21
+
22
+ ## Intended uses & limitations
23
+
24
+ More information needed
25
+
26
+ ## Training and evaluation data
27
+
28
+ More information needed
29
+
30
+ ## Training procedure
31
+
32
+ ### Training hyperparameters
33
+
34
+ The following hyperparameters were used during training:
35
+ - learning_rate: 2e-05
36
+ - train_batch_size: 4
37
+ - eval_batch_size: 4
38
+ - seed: 42
39
+ - distributed_type: multi-GPU
40
+ - num_devices: 2
41
+ - gradient_accumulation_steps: 4
42
+ - total_train_batch_size: 32
43
+ - total_eval_batch_size: 8
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: linear
46
+ - lr_scheduler_warmup_steps: 26
47
+ - training_steps: 1337
48
+
49
+ ### Training results
50
+
51
+
52
+
53
+ ### Framework versions
54
+
55
+ - PEFT 0.10.0
56
+ - Transformers 4.41.0.dev0
57
+ - Pytorch 2.2.1+cu121
58
+ - Datasets 2.19.0
59
+ - Tokenizers 0.19.1
adapter_config.json ADDED
@@ -0,0 +1,91 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "alpha_pattern": {},
3
+ "auto_mapping": null,
4
+ "base_model_name_or_path": "openlm-research/open_llama_7b",
5
+ "bias": "none",
6
+ "fan_in_fan_out": false,
7
+ "inference_mode": true,
8
+ "init_lora_weights": true,
9
+ "layer_replication": null,
10
+ "layers_pattern": null,
11
+ "layers_to_transform": null,
12
+ "loftq_config": {},
13
+ "lora_alpha": 32,
14
+ "lora_dropout": 0.05,
15
+ "megatron_config": null,
16
+ "megatron_core": "megatron.core",
17
+ "modules_to_save": null,
18
+ "peft_type": "LORA",
19
+ "r": 8,
20
+ "rank_pattern": {},
21
+ "revision": null,
22
+ "target_modules": [
23
+ "model.layers.1.self_attn.q_proj",
24
+ "model.layers.27.self_attn.q_proj",
25
+ "model.layers.16.self_attn.q_proj",
26
+ "model.layers.24.self_attn.q_proj",
27
+ "model.layers.18.self_attn.q_proj",
28
+ "model.layers.0.self_attn.v_proj",
29
+ "model.layers.25.self_attn.q_proj",
30
+ "model.layers.23.self_attn.q_proj",
31
+ "model.layers.11.self_attn.q_proj",
32
+ "model.layers.19.self_attn.v_proj",
33
+ "model.layers.20.self_attn.v_proj",
34
+ "model.layers.5.self_attn.v_proj",
35
+ "model.layers.4.self_attn.q_proj",
36
+ "model.layers.22.self_attn.q_proj",
37
+ "model.layers.18.self_attn.v_proj",
38
+ "model.layers.8.self_attn.q_proj",
39
+ "model.layers.9.self_attn.v_proj",
40
+ "model.layers.12.self_attn.v_proj",
41
+ "model.layers.19.self_attn.q_proj",
42
+ "model.layers.21.self_attn.v_proj",
43
+ "model.layers.10.self_attn.v_proj",
44
+ "model.layers.28.self_attn.v_proj",
45
+ "model.layers.29.self_attn.q_proj",
46
+ "model.layers.28.self_attn.q_proj",
47
+ "model.layers.6.self_attn.q_proj",
48
+ "model.layers.30.self_attn.v_proj",
49
+ "model.layers.31.self_attn.v_proj",
50
+ "model.layers.11.self_attn.v_proj",
51
+ "model.layers.9.self_attn.q_proj",
52
+ "model.layers.30.self_attn.q_proj",
53
+ "model.layers.3.self_attn.v_proj",
54
+ "model.layers.26.self_attn.v_proj",
55
+ "model.layers.15.self_attn.v_proj",
56
+ "model.layers.17.self_attn.q_proj",
57
+ "model.layers.31.self_attn.q_proj",
58
+ "model.layers.6.self_attn.v_proj",
59
+ "model.layers.3.self_attn.q_proj",
60
+ "model.layers.8.self_attn.v_proj",
61
+ "model.layers.15.self_attn.q_proj",
62
+ "model.layers.29.self_attn.v_proj",
63
+ "model.layers.2.self_attn.v_proj",
64
+ "model.layers.16.self_attn.v_proj",
65
+ "model.layers.7.self_attn.v_proj",
66
+ "model.layers.13.self_attn.q_proj",
67
+ "model.layers.13.self_attn.v_proj",
68
+ "model.layers.17.self_attn.v_proj",
69
+ "model.layers.22.self_attn.v_proj",
70
+ "model.layers.14.self_attn.q_proj",
71
+ "model.layers.5.self_attn.q_proj",
72
+ "model.layers.23.self_attn.v_proj",
73
+ "model.layers.1.self_attn.v_proj",
74
+ "model.layers.2.self_attn.q_proj",
75
+ "model.layers.12.self_attn.q_proj",
76
+ "model.layers.20.self_attn.q_proj",
77
+ "model.layers.24.self_attn.v_proj",
78
+ "model.layers.14.self_attn.v_proj",
79
+ "model.layers.7.self_attn.q_proj",
80
+ "model.layers.25.self_attn.v_proj",
81
+ "model.layers.21.self_attn.q_proj",
82
+ "model.layers.26.self_attn.q_proj",
83
+ "model.layers.4.self_attn.v_proj",
84
+ "model.layers.27.self_attn.v_proj",
85
+ "model.layers.10.self_attn.q_proj",
86
+ "model.layers.0.self_attn.q_proj"
87
+ ],
88
+ "task_type": "CAUSAL_LM",
89
+ "use_dora": false,
90
+ "use_rslora": false
91
+ }
adapter_model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a47e906698c3bab89a8e978538163b7103e302e751d3d751698dd64f79d2edec
3
+ size 8405600
config.yaml ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ model_family: llama-7b
2
+ model_path: openlm-research/open_llama_7b
3
+ LoRA:
4
+ r: 8
5
+ alpha: 32
6
+ dropout: 0.05
7
+ lr: 2.0e-05
8
+ split: WikiMIA_QA_256
9
+ data_path: l
10
+ gradient_accumulation_steps: 4
11
+ num_epochs: 50
12
+ forget_loss: grad_ascent
13
+ file_path: /root/kdu/output/openlm-research/open_llama_7b_lluvecwonv_WikiMIA_QA_WikiMIA_QA_256_logit
14
+ save_dir: ${model_family}/${forget_loss}_${lr}_${split}_${num_epochs}
15
+ overwrite_dir: true
16
+ weight_decay: 0.01
17
+ save_model: true
18
+ eval_while_train: false
19
+ eval_only: falseZ
20
+ seed: 42
21
+ master_port: 18765
22
+ eval:
23
+ model_path: ${..model_path}
24
+ model_family: ${..model_family}
25
+ save_dir: ${..save_dir}
26
+ data_path: luvecwonv/WikiMIA_QA
27
+ split: ${..split}
28
+ eval_task:
29
+ - eval_log
30
+ - eval_log_forget
31
+ question_key:
32
+ - Query
33
+ - Query
34
+ answer_key:
35
+ - Answer
36
+ - Answer
37
+ generation:
38
+ max_length: 200
39
+ max_new_tokens: null
40
+ save_generated_text: true
41
+ ds_size: 300
42
+ overwrite: true
43
+ use_pretrained: false
44
+ batch_size: 4
45
+ retain_result: null
special_tokens_map.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": true,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "eos_token": {
10
+ "content": "</s>",
11
+ "lstrip": false,
12
+ "normalized": true,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": "</s>",
17
+ "unk_token": {
18
+ "content": "<unk>",
19
+ "lstrip": false,
20
+ "normalized": true,
21
+ "rstrip": false,
22
+ "single_word": false
23
+ }
24
+ }
tokenizer.model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ab1b681ec7fc02fed5edd3026687d7a692a918c4dd8e150ca2e3994a6229843b
3
+ size 534194
tokenizer_config.json ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "add_bos_token": true,
3
+ "add_eos_token": false,
4
+ "add_prefix_space": true,
5
+ "added_tokens_decoder": {
6
+ "0": {
7
+ "content": "<unk>",
8
+ "lstrip": false,
9
+ "normalized": true,
10
+ "rstrip": false,
11
+ "single_word": false,
12
+ "special": true
13
+ },
14
+ "1": {
15
+ "content": "<s>",
16
+ "lstrip": false,
17
+ "normalized": true,
18
+ "rstrip": false,
19
+ "single_word": false,
20
+ "special": true
21
+ },
22
+ "2": {
23
+ "content": "</s>",
24
+ "lstrip": false,
25
+ "normalized": true,
26
+ "rstrip": false,
27
+ "single_word": false,
28
+ "special": true
29
+ }
30
+ },
31
+ "bos_token": "<s>",
32
+ "clean_up_tokenization_spaces": false,
33
+ "eos_token": "</s>",
34
+ "legacy": true,
35
+ "model_max_length": 2048,
36
+ "pad_token": "</s>",
37
+ "sp_model_kwargs": {},
38
+ "spaces_between_special_tokens": false,
39
+ "tokenizer_class": "LlamaTokenizer",
40
+ "unk_token": "<unk>",
41
+ "use_default_system_prompt": false
42
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:906c1d35db05a42e793d523b836f1696127f4d67e67aba06ffd32a30a6cad42f
3
+ size 6648