Commit
•
a112e29
1
Parent(s):
9acb6fb
Model save
Browse files- README.md +67 -0
- adapter_model.safetensors +1 -1
- all_results.json +8 -0
- runs/May01_01-00-55_poseidon/events.out.tfevents.1714525268.poseidon.278989.0 +2 -2
- train_results.json +8 -0
- trainer_state.json +4175 -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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- trl
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- sft
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- generated_from_trainer
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base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
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datasets:
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- generator
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model-index:
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- name: tinyllama-1.1b-sum-sft-qlora
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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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# tinyllama-1.1b-sum-sft-qlora
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This model is a fine-tuned version of [TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T) on the generator dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.1764
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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: 0.0001
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- train_batch_size: 4
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- eval_batch_size: 8
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- seed: 42
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- distributed_type: multi-GPU
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 16
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_ratio: 0.1
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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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| 2.1651 | 1.0 | 2952 | 2.1764 |
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### Framework versions
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- PEFT 0.7.1
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- Transformers 4.39.3
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- Pytorch 2.1.2
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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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:
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size 25272360
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version https://git-lfs.github.com/spec/v1
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oid sha256:a1cb2b1192e66e33fb59cfb6322ab76d8b7ca4ce6a1d47b92180f87ea7639aab
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size 25272360
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all_results.json
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{
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"epoch": 1.0,
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"train_loss": 2.200481324176478,
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"train_runtime": 12060.097,
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"train_samples": 116722,
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"train_samples_per_second": 3.917,
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"train_steps_per_second": 0.245
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}
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runs/May01_01-00-55_poseidon/events.out.tfevents.1714525268.poseidon.278989.0
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version https://git-lfs.github.com/spec/v1
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size
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version https://git-lfs.github.com/spec/v1
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size 130506
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train_results.json
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{
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"epoch": 1.0,
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"train_loss": 2.200481324176478,
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"train_runtime": 12060.097,
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"train_samples": 116722,
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"train_samples_per_second": 3.917,
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"train_steps_per_second": 0.245
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}
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trainer_state.json
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|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 0.9999153188246253,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 2952,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
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