Commit
•
27efa7d
1
Parent(s):
0529edb
Training complete
Browse files- README.md +63 -0
- adapter_config.json +31 -0
- adapter_model.safetensors +3 -0
- special_tokens_map.json +128 -0
- spiece.model +3 -0
- tokenizer_config.json +970 -0
- training_args.bin +3 -0
README.md
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---
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license: bsd-3-clause
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library_name: peft
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tags:
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- Summarization
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- generated_from_trainer
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base_model: pszemraj/pegasus-x-large-book-summary
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model-index:
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- name: pegasus-x-large-annual-report-QLoRA-fine-tuned-v1.2
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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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# pegasus-x-large-annual-report-QLoRA-fine-tuned-v1.2
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This model is a fine-tuned version of [pszemraj/pegasus-x-large-book-summary](https://huggingface.co/pszemraj/pegasus-x-large-book-summary) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.8273
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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: 0.0002
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- train_batch_size: 1
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 2
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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: 1
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.1182 | 1.0 | 2 | 0.8273 |
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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+cu118
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- Datasets 2.14.5
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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": "pszemraj/pegasus-x-large-book-summary",
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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": 128,
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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": 256,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"k_proj",
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"q_proj",
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"dense",
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"v_proj"
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],
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"task_type": "SEQ_2_SEQ_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 sha256:50c563c9d556182b2fb72b22effe9bf588ef87a2b1c9f8c97e66875fa43d587a
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size 302031872
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<mask_1>",
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"<unk_2>",
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"<unk_3>",
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"<unk_4>",
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],
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"eos_token": {
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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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"mask_token": {
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"content": "<mask_2>",
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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": "</s>",
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"unk_token": {
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"content": "<unk>",
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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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}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:0015189ef36359283fec8b93cf6d9ce51bca37eb1101defc68a53b394913b96c
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size 1912529
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tokenizer_config.json
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|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": true,
|
| 3 |
+
"add_eos_token": true,
|
| 4 |
+
"added_tokens_decoder": {
|
| 5 |
+
"0": {
|
| 6 |
+
"content": "</s>",
|
| 7 |
+
"lstrip": false,
|
| 8 |
+
"normalized": false,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false,
|
| 11 |
+
"special": true
|
| 12 |
+
},
|
| 13 |
+
"1": {
|
| 14 |
+
"content": "</s>",
|
| 15 |
+
"lstrip": false,
|
| 16 |
+
"normalized": false,
|
| 17 |
+
"rstrip": false,
|
| 18 |
+
"single_word": false,
|
| 19 |
+
"special": true
|
| 20 |
+
},
|
| 21 |
+
"2": {
|
| 22 |
+
"content": "<mask_1>",
|
| 23 |
+
"lstrip": false,
|
| 24 |
+
"normalized": false,
|
| 25 |
+
"rstrip": false,
|
| 26 |
+
"single_word": false,
|
| 27 |
+
"special": true
|
| 28 |
+
},
|
| 29 |
+
"3": {
|
| 30 |
+
"content": "<mask_2>",
|
| 31 |
+
"lstrip": false,
|
| 32 |
+
"normalized": false,
|
| 33 |
+
"rstrip": false,
|
| 34 |
+
"single_word": false,
|
| 35 |
+
"special": true
|
| 36 |
+
},
|
| 37 |
+
"4": {
|
| 38 |
+
"content": "<unk_2>",
|
| 39 |
+
"lstrip": false,
|
| 40 |
+
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"<unk_64>",
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| 919 |
+
"<unk_65>",
|
| 920 |
+
"<unk_66>",
|
| 921 |
+
"<unk_67>",
|
| 922 |
+
"<unk_68>",
|
| 923 |
+
"<unk_69>",
|
| 924 |
+
"<unk_70>",
|
| 925 |
+
"<unk_71>",
|
| 926 |
+
"<unk_72>",
|
| 927 |
+
"<unk_73>",
|
| 928 |
+
"<unk_74>",
|
| 929 |
+
"<unk_75>",
|
| 930 |
+
"<unk_76>",
|
| 931 |
+
"<unk_77>",
|
| 932 |
+
"<unk_78>",
|
| 933 |
+
"<unk_79>",
|
| 934 |
+
"<unk_80>",
|
| 935 |
+
"<unk_81>",
|
| 936 |
+
"<unk_82>",
|
| 937 |
+
"<unk_83>",
|
| 938 |
+
"<unk_84>",
|
| 939 |
+
"<unk_85>",
|
| 940 |
+
"<unk_86>",
|
| 941 |
+
"<unk_87>",
|
| 942 |
+
"<unk_88>",
|
| 943 |
+
"<unk_89>",
|
| 944 |
+
"<unk_90>",
|
| 945 |
+
"<unk_91>",
|
| 946 |
+
"<unk_92>",
|
| 947 |
+
"<unk_93>",
|
| 948 |
+
"<unk_94>",
|
| 949 |
+
"<unk_95>",
|
| 950 |
+
"<unk_96>",
|
| 951 |
+
"<unk_97>",
|
| 952 |
+
"<unk_98>",
|
| 953 |
+
"<unk_99>",
|
| 954 |
+
"<unk_100>",
|
| 955 |
+
"<unk_101>",
|
| 956 |
+
"<unk_102>"
|
| 957 |
+
],
|
| 958 |
+
"clean_up_tokenization_spaces": true,
|
| 959 |
+
"eos_token": "</s>",
|
| 960 |
+
"full_tokenizer_file": null,
|
| 961 |
+
"mask_token": "<mask_2>",
|
| 962 |
+
"mask_token_sent": "<mask_1>",
|
| 963 |
+
"model_max_length": 16384,
|
| 964 |
+
"offset": 103,
|
| 965 |
+
"pad_token": "</s>",
|
| 966 |
+
"padding_side": "right",
|
| 967 |
+
"sp_model_kwargs": {},
|
| 968 |
+
"tokenizer_class": "PegasusTokenizer",
|
| 969 |
+
"unk_token": "<unk>"
|
| 970 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5f41289dfbf2bee000cf9e1de602cfad9220a9549d160989f7721e424ea7b6fd
|
| 3 |
+
size 5240
|