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tinyllama-sft-wizard-processed-indicator-0.6
ucla-cmllab/tinyllama-sft-wizard-processed-indicator-0.6
tinyllama-sft-wizard-processed-indicator-0.6 is a machine learning model from ucla-cmllab. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Sep 6, 2024
- Updated
- Sep 23, 2024
- SHA
- 4c2e53e1
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. -->
tinyllama-sft-wizard-processed-indicator-0.6-full
This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T on the yihanwang617/WizardLM_70k_processed_indicator_unfiltered dataset. It achieves the following results on the evaluation set:
- Loss: 0.7533
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 2
- total_train_batch_size: 128
- total_eval_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.7385 | 0.9989 | 449 | 0.7580 |
| 0.616 | 1.9978 | 898 | 0.7533 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.4.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- llama
- License
- apache-2.0
- Created
- Sep 6, 2024
- Updated
- Sep 23, 2024