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ssh_1.8B
Sharathhebbar24/ssh_1.8B
ssh_1.8B is a text generation model from Sharathhebbar24. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
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Public
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1.8B
3.7 GB on disk
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Jan 27, 2024
- Updated
- Mar 14, 2024
- SHA
- a45229af
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Model card
From the Hugging Face model README
Sharathhebbar24/ssh_1.8B is a 1.8B model
The model is a modified version of qnguyen3/quan-1.8b-chat
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- total_eval_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
Open LLM Leaderboard Evaluation Results
Detailed results can be found here
| Metric | Value |
|---|---|
| Avg. | 45.91 |
| AI2 Reasoning Challenge (25-Shot) | 39.08 |
| HellaSwag (10-Shot) | 62.37 |
| MMLU (5-Shot) | 44.09 |
| TruthfulQA (0-shot) | 43.15 |
| Winogrande (5-shot) | 59.27 |
| GSM8k (5-shot) | 27.52 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Languages
- en
- Created
- Jan 27, 2024
- Updated
- Mar 14, 2024