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mistral-7b_ablated_model_layer_1_gate_only_healed_with_bos
Ffohturk/mistral-7b_ablated_model_layer_1_gate_only_healed_with_bos
mistral-7b_ablated_model_layer_1_gate_only_healed_with_bos is a text generation model from Ffohturk. Use it when you need the model to write or continue text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- mistral
- Access
- Public
- Created
- Apr 15, 2024
- Updated
- Apr 16, 2024
- SHA
- bac0fadb
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Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
mistral-7b_ablated_model_layer_1_gate_only_healed_with_bos
This model was trained from scratch on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 0.9904
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 2
- total_train_batch_size: 16
- total_eval_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.9958 | 1.0 | 8721 | 0.9904 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.1.2+cu121
- Datasets 2.18.0
- Tokenizers 0.15.1
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- Created
- Apr 15, 2024
- Updated
- Apr 16, 2024