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Meta-Llama-3-8B-Instruct-Generator
NanQiangHF/Meta-Llama-3-8B-Instruct-Generator
Meta-Llama-3-8B-Instruct-Generator is a machine learning model from NanQiangHF. 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 llama3.
should probably proofread and complete it, then remove this comment. --
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.json9.1 MB · 57%
At a glance
- Library
- peft
- License
- llama3
- Access
- Public
- Created
- Aug 5, 2024
- Updated
- Aug 5, 2024
- SHA
- d8942f8e
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. -->
Meta-Llama-3-8B-Instruct-Generator
This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1433
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: 0.0003
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 32
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.426 | 0.3287 | 20 | 0.4661 |
| 0.3689 | 0.6574 | 40 | 0.3151 |
| 0.2887 | 0.9861 | 60 | 0.2654 |
| 0.2441 | 1.3148 | 80 | 0.2161 |
| 0.1863 | 1.6436 | 100 | 0.1709 |
| 0.1656 | 1.9723 | 120 | 0.1576 |
| 0.1538 | 2.3010 | 140 | 0.1491 |
| 0.1475 | 2.6297 | 160 | 0.1444 |
| 0.1449 | 2.9584 | 180 | 0.1433 |
Framework versions
- PEFT 0.10.0
- Transformers 4.42.0.dev0
- Pytorch 2.3.0+cu121
- Datasets 2.14.7
- Tokenizers 0.19.1
- Library
- peft
- License
- llama3
- Created
- Aug 5, 2024
- Updated
- Aug 5, 2024