Commit
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b0315b5
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Parent(s):
40885d2
End of training
Browse files- README.md +76 -0
- generation_config.json +9 -0
- model.safetensors +1 -1
README.md
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---
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license: mit
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base_model: mikhail-panzo/zlm_b64_le4_s12000
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tags:
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- generated_from_trainer
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model-index:
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- name: zlm-ceb_b64_le5_s8000
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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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# zlm-ceb_b64_le5_s8000
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This model is a fine-tuned version of [mikhail-panzo/zlm_b64_le4_s12000](https://huggingface.co/mikhail-panzo/zlm_b64_le4_s12000) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4051
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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: 32
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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: 64
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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: 2000
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- training_steps: 8000
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:--------:|:----:|:---------------:|
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| 0.4626 | 19.6078 | 500 | 0.4263 |
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| 0.4288 | 39.2157 | 1000 | 0.4077 |
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| 0.4109 | 58.8235 | 1500 | 0.4013 |
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| 0.3978 | 78.4314 | 2000 | 0.4035 |
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| 0.3898 | 98.0392 | 2500 | 0.4013 |
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| 0.373 | 117.6471 | 3000 | 0.4010 |
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| 0.3644 | 137.2549 | 3500 | 0.4005 |
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| 0.3569 | 156.8627 | 4000 | 0.4029 |
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| 0.3515 | 176.4706 | 4500 | 0.4039 |
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| 0.3443 | 196.0784 | 5000 | 0.4005 |
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| 0.3469 | 215.6863 | 5500 | 0.4018 |
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| 0.3427 | 235.2941 | 6000 | 0.4001 |
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| 0.3401 | 254.9020 | 6500 | 0.4042 |
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| 0.3419 | 274.5098 | 7000 | 0.4054 |
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| 0.3318 | 294.1176 | 7500 | 0.4057 |
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| 0.3312 | 313.7255 | 8000 | 0.4051 |
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### Framework versions
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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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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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"decoder_start_token_id": 2,
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"eos_token_id": 2,
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"max_length": 1876,
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"pad_token_id": 1,
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"transformers_version": "4.41.0.dev0"
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}
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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 577789320
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version https://git-lfs.github.com/spec/v1
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oid sha256:631384de9c2cd60dfcbf666148020411cef6d33cceaec37eb43a0bdededbc271
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size 577789320
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