End of training
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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: mistralai/Mistral-7B-Instruct-v0.3
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model-index:
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- name: Mistral-7B-Instruct-v0.3-finetune
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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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# Mistral-7B-Instruct-v0.3-finetune
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This model is a fine-tuned version of [mistralai/Mistral-7B-Instruct-v0.3](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.1051
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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: 2e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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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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- num_epochs: 3
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### Training results
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### Framework versions
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- PEFT 0.11.1
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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_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": "mistralai/Mistral-7B-Instruct-v0.3",
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"bias": "none",
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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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"layer_replication": null,
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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": 0.05,
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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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"peft_type": "LORA",
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"r": 8,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"q_proj",
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"v_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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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:a2d0a458f0fd861a7ad28d65f7a855c0d207195965663e5e330b0886fd0ea3a6
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size 13648432
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runs/May29_12-35-10_c292b60c6aa8/events.out.tfevents.1716986110.c292b60c6aa8.172.2
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version https://git-lfs.github.com/spec/v1
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oid sha256:525f3551b2c6252bd1e4285b432afead6272636986f66d42744de2b426cc39b8
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size 5481
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runs/May29_12-35-10_c292b60c6aa8/events.out.tfevents.1716986123.c292b60c6aa8.172.3
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version https://git-lfs.github.com/spec/v1
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oid sha256:441b7f845ea2000ae512ec023ff721e7b91254b0b34c410745a9ba8d52c48e81
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size 354
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:14f56cb11a8e3890fece41c5a16c95ef8964b93278437ec043c4293bc96077a6
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size 4920
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