Model save
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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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- trl
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- sft
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- generated_from_trainer
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datasets:
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- generator
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base_model: mistralai/Mixtral-8x7B-v0.1
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model-index:
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- name: mixtral_id
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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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# mixtral_id
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This model is a fine-tuned version of [mistralai/Mixtral-8x7B-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-v0.1) on the generator dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.7745
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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: 2
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- eval_batch_size: 1
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- seed: 42
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- gradient_accumulation_steps: 32
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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: cosine
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- lr_scheduler_warmup_ratio: 0.03
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- training_steps: 230
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 0.9422 | 0.15 | 20 | 0.8942 |
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| 0.8488 | 0.3 | 40 | 0.8458 |
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| 0.8208 | 0.46 | 60 | 0.8204 |
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| 0.7981 | 0.61 | 80 | 0.8045 |
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| 0.7912 | 0.76 | 100 | 0.7936 |
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| 0.7789 | 0.91 | 120 | 0.7852 |
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| 0.7289 | 1.07 | 140 | 0.7810 |
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| 0.7277 | 1.22 | 160 | 0.7780 |
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| 0.7112 | 1.37 | 180 | 0.7758 |
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| 0.7142 | 1.52 | 200 | 0.7747 |
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| 0.7222 | 1.68 | 220 | 0.7745 |
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### Framework versions
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- PEFT 0.7.2.dev0
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- Transformers 4.38.1
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- Pytorch 2.1.2+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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adapter_model.safetensors
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runs/Mar26_03-24-06_llm-a100-40/events.out.tfevents.1711423460.llm-a100-40.4993.0
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size 13216
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