Model save
Browse files- README.md +79 -0
- generation_config.json +6 -0
- pytorch_model.bin +1 -1
README.md
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---
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license: apache-2.0
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base_model: EleutherAI/pythia-410m
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tags:
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- generated_from_trainer
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model-index:
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- name: pythia410m-XYZCompany-1000-steps
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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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# pythia410m-XYZCompany-1000-steps
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This model is a fine-tuned version of [EleutherAI/pythia-410m](https://huggingface.co/EleutherAI/pythia-410m) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2944
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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: 1e-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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- gradient_accumulation_steps: 2
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- total_train_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: 1
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- training_steps: 1000
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 0.2939 | 0.32 | 50 | 0.2774 |
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| 0.2993 | 0.63 | 100 | 0.2531 |
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| 0.2538 | 0.95 | 150 | 0.2429 |
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| 0.1829 | 1.27 | 200 | 0.2393 |
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| 0.187 | 1.59 | 250 | 0.2326 |
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| 0.1737 | 1.9 | 300 | 0.2308 |
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| 0.1195 | 2.22 | 350 | 0.2405 |
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| 0.1263 | 2.54 | 400 | 0.2392 |
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| 0.1248 | 2.86 | 450 | 0.2374 |
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| 0.069 | 3.17 | 500 | 0.2545 |
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| 0.08 | 3.49 | 550 | 0.2530 |
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| 0.0763 | 3.81 | 600 | 0.2553 |
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| 0.0532 | 4.13 | 650 | 0.2690 |
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| 0.0465 | 4.44 | 700 | 0.2727 |
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| 0.0538 | 4.76 | 750 | 0.2734 |
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| 0.037 | 5.08 | 800 | 0.2834 |
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| 0.0334 | 5.4 | 850 | 0.2859 |
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| 0.0299 | 5.71 | 900 | 0.2872 |
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| 0.0318 | 6.03 | 950 | 0.2906 |
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| 0.0256 | 6.35 | 1000 | 0.2944 |
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### Framework versions
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- Transformers 4.32.1
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- Pytorch 2.1.2
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- Datasets 2.17.1
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- Tokenizers 0.13.2
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 0,
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"eos_token_id": 0,
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"transformers_version": "4.32.1"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 1621443450
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version https://git-lfs.github.com/spec/v1
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oid sha256:cb4ed0712bb4d4bd099d462cfc1f01109ed8dadc6ec886c75d8638d15edf7be8
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size 1621443450
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