Mark-Arcee
commited on
Model save
Browse files- README.md +67 -0
- adapter_config.json +3 -3
- adapter_model.safetensors +1 -1
- all_results.json +9 -0
- runs/May21_13-17-04_4dbf0a81ecfc/events.out.tfevents.1716298544.4dbf0a81ecfc.2137.0 +2 -2
- runs/May21_16-19-14_4dbf0a81ecfc/events.out.tfevents.1716308428.4dbf0a81ecfc.2643.0 +3 -0
- runs/May21_17-48-20_4dbf0a81ecfc/events.out.tfevents.1716313720.4dbf0a81ecfc.3379.0 +3 -0
- train_results.json +9 -0
- trainer_state.json +414 -0
- training_args.bin +1 -1
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: mistralai/Mistral-7B-v0.1
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datasets:
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- generator
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model-index:
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- name: zephyr-7b-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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# zephyr-7b-sft-qlora
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This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on the generator dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.7271
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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: 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: 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: 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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| 0.7229 | 0.9981 | 257 | 0.7271 |
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### Framework versions
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- PEFT 0.11.1
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- Transformers 4.41.0
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- Pytorch 2.3.0+cu121
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- Datasets 2.19.1
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- Tokenizers 0.19.1
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adapter_config.json
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"o_proj",
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"
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"gate_proj",
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"q_proj",
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"
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"down_proj",
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"v_proj"
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],
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"task_type": "CAUSAL_LM",
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"o_proj",
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"gate_proj",
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"q_proj",
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"up_proj",
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"v_proj"
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],
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"task_type": "CAUSAL_LM",
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adapter_model.safetensors
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all_results.json
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runs/May21_13-17-04_4dbf0a81ecfc/events.out.tfevents.1716298544.4dbf0a81ecfc.2137.0
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runs/May21_17-48-20_4dbf0a81ecfc/events.out.tfevents.1716313720.4dbf0a81ecfc.3379.0
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train_results.json
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trainer_state.json
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