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Not-so-bright-AGI-v1
yuriachermann/Not-so-bright-AGI-v1
Not-so-bright-AGI-v1 is a question answering model from yuriachermann. Use it when the input is a question plus a passage. It is set up for peft. The card lists the license as gemma.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Question Answering
- Library
- peft
- License
- gemma
- Access
- Public
- Created
- Apr 19, 2024
- Updated
- Sep 9, 2024
- SHA
- b038f8e6
Try a prompt
Base models
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. -->
Not-so-bright-AGI-v1
This model is a fine-tuned version of google/gemma-2b on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 2.0548
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training Hardware
This model was trained using Intel(R) Data Center GPU Max 1100
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.05
- training_steps: 1480
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.9165 | 3.2 | 100 | 2.6762 |
| 2.419 | 6.4 | 200 | 2.3629 |
| 2.2343 | 9.6 | 300 | 2.2060 |
| 2.1459 | 12.8 | 400 | 2.1401 |
| 2.0944 | 16.0 | 500 | 2.1112 |
| 2.0679 | 19.2 | 600 | 2.0942 |
| 2.0496 | 22.4 | 700 | 2.0826 |
| 2.0375 | 25.6 | 800 | 2.0743 |
| 2.0213 | 28.8 | 900 | 2.0684 |
| 2.0148 | 32.0 | 1000 | 2.0630 |
| 2.0048 | 35.2 | 1100 | 2.0593 |
| 1.9988 | 38.4 | 1200 | 2.0575 |
| 1.9968 | 41.6 | 1300 | 2.0555 |
| 1.9908 | 44.8 | 1400 | 2.0548 |
Framework versions
- PEFT 0.10.0
- Transformers 4.40.0
- Pytorch 2.0.1a0+cxx11.abi
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Question Answering
- Library
- peft
- License
- gemma
- Created
- Apr 19, 2024
- Updated
- Sep 9, 2024