End of training
Browse files- .gitattributes +1 -0
- README.md +64 -0
- adapter_config.json +40 -0
- adapter_model.safetensors +3 -0
- special_tokens_map.json +23 -0
- tokenizer.json +3 -0
- tokenizer_config.json +37 -0
- training_args.bin +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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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: bigscience/mt0-base
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model-index:
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- name: mt0-base_adalora_lr0.005_bs4_epoch5_wd0.01
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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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# mt0-base_adalora_lr0.005_bs4_epoch5_wd0.01
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This model is a fine-tuned version of [bigscience/mt0-base](https://huggingface.co/bigscience/mt0-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0019
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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: 0.005
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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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- 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: 500
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 0.8655 | 1.0 | 157 | 0.0115 |
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| 0.0402 | 2.0 | 314 | 0.1096 |
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| 0.0996 | 3.0 | 471 | 0.0578 |
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| 0.0749 | 4.0 | 628 | 0.0174 |
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| 0.0274 | 5.0 | 785 | 0.0019 |
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### Framework versions
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- PEFT 0.7.1
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- Transformers 4.36.2
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- Pytorch 2.0.1
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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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": "bigscience/mt0-base",
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"beta1": 0.85,
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"beta2": 0.85,
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"bias": "none",
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"deltaT": 1,
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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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"init_r": 12,
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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": 32,
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"lora_dropout": 0.1,
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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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"orth_reg_weight": 0.5,
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"peft_type": "ADALORA",
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"r": 8,
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"rank_pattern": null,
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"revision": null,
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"target_modules": [
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"q",
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"k",
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"v",
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"o",
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"wi_0",
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"wi_1",
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"wo"
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],
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"target_r": 8,
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"task_type": "SEQ_2_SEQ_LM",
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"tfinal": 0,
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"tinit": 0,
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"total_step": null
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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 sha256:6b95a6e9db6bb9814ce9e70fde0281586eab4804211d5733579991dbef3d9aac
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size 20446184
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special_tokens_map.json
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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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},
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"unk_token": {
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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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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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size 16315213
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tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": false,
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"special": true
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"additional_special_tokens": [],
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"pad_token": "<pad>",
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"sp_model_kwargs": {},
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"tokenizer_class": "T5Tokenizer",
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"unk_token": "<unk>"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:b4f7e8beeb49de3d64c18a241000281497c15809045cc5930297716b86ec4f85
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size 4283
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