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llama3_8B_instruct_finetuned_psychotherapist_model
Romain1311/llama3_8B_instruct_finetuned_psychotherapist_model
llama3_8B_instruct_finetuned_psychotherapist_model is a machine learning model from Romain1311. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as llama3.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- llama3
- Access
- Public
- Created
- Aug 10, 2024
- Updated
- Aug 15, 2024
- SHA
- bfa027a9
Base models
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. -->
llama3_8B_instruct_finetuned_psychotherapist_model
This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.5534
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: 0.0002
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.8177 | 0.9998 | 1174 | 3.7928 |
| 3.543 | 1.9996 | 2348 | 3.6390 |
| 3.3508 | 2.9994 | 3522 | 3.5546 |
| 3.1703 | 3.9991 | 4696 | 3.5534 |
Framework versions
- PEFT 0.12.0
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Library
- peft
- License
- llama3
- Created
- Aug 10, 2024
- Updated
- Aug 15, 2024