lluvecwonv
commited on
Commit
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c028735
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Parent(s):
0a40a16
wikimia_unlearned
Browse files- README.md +60 -0
- adapter_config.json +219 -0
- adapter_model.safetensors +3 -0
- config.yaml +46 -0
- special_tokens_map.json +30 -0
- tokenizer.model +3 -0
- tokenizer_config.json +42 -0
- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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library_name: peft
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tags:
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- generated_from_trainer
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base_model: openlm-research/open_llama_7b
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model-index:
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- name: WikiMIA_QA_256_10_10
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# WikiMIA_QA_256_10_10
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This model is a fine-tuned version of [openlm-research/open_llama_7b](https://huggingface.co/openlm-research/open_llama_7b) on an unknown dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 4
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- eval_batch_size: 4
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 2
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 32
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- total_eval_batch_size: 8
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 26
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- training_steps: 267
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### Training results
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### Framework versions
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- PEFT 0.10.0
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- Transformers 4.41.0.dev0
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- Pytorch 2.2.1+cu121
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- Datasets 2.19.0
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- Tokenizers 0.19.1
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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": null,
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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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"loftq_config": {},
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"lora_alpha": 32,
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"lora_dropout": 0.05,
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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": 8,
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"rank_pattern": {},
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|
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|
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|
214 |
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|
215 |
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],
|
216 |
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"task_type": "CAUSAL_LM",
|
217 |
+
"use_dora": false,
|
218 |
+
"use_rslora": false
|
219 |
+
}
|
adapter_model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:5a4b58e9628e1e7618cee6c6bbdc0e1644d650f81426586947f67689811c1514
|
3 |
+
size 25263688
|
config.yaml
ADDED
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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: lluvecwonv/WikiMIA_QA
|
10 |
+
gradient_accumulation_steps: 4
|
11 |
+
num_epochs: 10
|
12 |
+
forget_loss: grad_ascent
|
13 |
+
file_path: /root/kdu/output/openlm-research/open_llama_7b_lluvecwonv_WikiMIA_QA_WikiMIA_QA_256_logit/
|
14 |
+
unlearned_model: lluvecwonv/WikiMIA_QA_256_10
|
15 |
+
save_dir: ${model_family}/${split}_${unlearned_model}_${num_epochs}
|
16 |
+
overwrite_dir: true
|
17 |
+
weight_decay: 0.01
|
18 |
+
save_model: true
|
19 |
+
eval_while_train: false
|
20 |
+
eval_only: false
|
21 |
+
seed: 42
|
22 |
+
master_port: 18765
|
23 |
+
eval:
|
24 |
+
model_path: ${..model_path}
|
25 |
+
model_family: ${..model_family}
|
26 |
+
save_dir: ${..save_dir}
|
27 |
+
data_path: luvecwonv/WikiMIA_QA
|
28 |
+
split: ${..split}
|
29 |
+
eval_task:
|
30 |
+
- eval_log
|
31 |
+
- eval_log_forget
|
32 |
+
question_key:
|
33 |
+
- Query
|
34 |
+
- Query
|
35 |
+
answer_key:
|
36 |
+
- Answer
|
37 |
+
- Answer
|
38 |
+
generation:
|
39 |
+
max_length: 200
|
40 |
+
max_new_tokens: null
|
41 |
+
save_generated_text: true
|
42 |
+
ds_size: 300
|
43 |
+
overwrite: true
|
44 |
+
use_pretrained: false
|
45 |
+
batch_size: 4
|
46 |
+
retain_result: null
|
special_tokens_map.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
1 |
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{
|
2 |
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"bos_token": {
|
3 |
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"content": "<s>",
|
4 |
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"lstrip": false,
|
5 |
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"normalized": true,
|
6 |
+
"rstrip": false,
|
7 |
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"single_word": false
|
8 |
+
},
|
9 |
+
"eos_token": {
|
10 |
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"content": "</s>",
|
11 |
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"lstrip": false,
|
12 |
+
"normalized": true,
|
13 |
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"rstrip": false,
|
14 |
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"single_word": false
|
15 |
+
},
|
16 |
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"pad_token": {
|
17 |
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"content": "</s>",
|
18 |
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"lstrip": false,
|
19 |
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"normalized": true,
|
20 |
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"rstrip": false,
|
21 |
+
"single_word": false
|
22 |
+
},
|
23 |
+
"unk_token": {
|
24 |
+
"content": "<unk>",
|
25 |
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"lstrip": false,
|
26 |
+
"normalized": true,
|
27 |
+
"rstrip": false,
|
28 |
+
"single_word": false
|
29 |
+
}
|
30 |
+
}
|
tokenizer.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:ab1b681ec7fc02fed5edd3026687d7a692a918c4dd8e150ca2e3994a6229843b
|
3 |
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size 534194
|
tokenizer_config.json
ADDED
@@ -0,0 +1,42 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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 |
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"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 |
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oid sha256:b6bd57ce816ea441a137134f702696c762a04d3b9c1d4432f821078b2aca400e
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size 6712
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