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gemma2b-summarize-claude3sonnet-2k
llama-duo/gemma2b-summarize-claude3sonnet-2k
gemma2b-summarize-claude3sonnet-2k is a machine learning model from llama-duo. 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 gemma.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- gemma
- Model type
- gemma
- Access
- Public
- Created
- Jun 5, 2024
- Updated
- Jun 5, 2024
- SHA
- d730c735
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. -->
gemma2b-summarize-claude3sonnet-2k
This model is a fine-tuned version of google/gemma-2b on the llama-duo/synth_summarize_dataset_dedup dataset. It achieves the following results on the evaluation set:
- Loss: 2.5640
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: 8
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 3
- gradient_accumulation_steps: 2
- total_train_batch_size: 48
- total_eval_batch_size: 24
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.777 | 0.9231 | 6 | 2.9954 |
| 2.4096 | 2.0 | 13 | 2.7120 |
| 2.0954 | 2.9231 | 19 | 2.6309 |
| 1.7235 | 4.0 | 26 | 2.5914 |
| 1.5996 | 4.9231 | 32 | 2.5729 |
| 1.5071 | 6.0 | 39 | 2.5704 |
| 1.4254 | 6.9231 | 45 | 2.5704 |
| 1.3939 | 8.0 | 52 | 2.5644 |
| 1.3833 | 8.9231 | 58 | 2.5642 |
| 1.3864 | 9.2308 | 60 | 2.5640 |
Framework versions
- PEFT 0.10.0
- Transformers 4.40.0
- Pytorch 2.2.2+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Library
- peft
- Type
- gemma
- License
- gemma
- Created
- Jun 5, 2024
- Updated
- Jun 5, 2024