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peft-dialogue-summary-training-1716404262
sinanazeri/peft-dialogue-summary-training-1716404262
peft-dialogue-summary-training-1716404262 is a machine learning model from sinanazeri. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- May 22, 2024
- Updated
- May 22, 2024
- SHA
- b362b2a7
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. -->
peft-dialogue-summary-training-1716404262
This model is a fine-tuned version of ibm-granite/granite-8b-code-instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.5224
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: 1
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1
- training_steps: 400
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 7.625 | 0.1453 | 25 | 5.7401 |
| 5.3519 | 0.2907 | 50 | 4.5831 |
| 4.2545 | 0.4360 | 75 | 3.8334 |
| 4.2506 | 0.5814 | 100 | 3.3488 |
| 3.5118 | 0.7267 | 125 | 2.8198 |
| 3.1713 | 0.8721 | 150 | 2.4324 |
| 2.5504 | 1.0174 | 175 | 2.3330 |
| 2.174 | 1.1628 | 200 | 2.2412 |
| 1.878 | 1.3081 | 225 | 2.1900 |
| 1.9039 | 1.4535 | 250 | 2.0439 |
| 1.7977 | 1.5988 | 275 | 1.9491 |
| 1.7755 | 1.7442 | 300 | 1.8278 |
| 1.629 | 1.8895 | 325 | 1.6587 |
| 1.5533 | 2.0349 | 350 | 1.5799 |
| 1.2937 | 2.1802 | 375 | 1.5344 |
| 1.1375 | 2.3256 | 400 | 1.5224 |
Framework versions
- PEFT 0.11.1
- Transformers 4.41.0
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Library
- peft
- License
- apache-2.0
- Created
- May 22, 2024
- Updated
- May 22, 2024