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llama-3.1-8B-Instruct_playpen_SFT_DFINAL_1.1K-steps
clembench-playpen/llama-3.1-8B-Instruct_playpen_SFT_DFINAL_1.1K-steps
llama-3.1-8B-Instruct_playpen_SFT_DFINAL_1.1K-steps is a machine learning model from clembench-playpen. 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 llama3.1.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- llama3.1
- Access
- Public
- Created
- Mar 6, 2025
- Updated
- Mar 6, 2025
- SHA
- fcd2fd18
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. -->
llama-3.1-8B-Instruct_playpen_SFT_DFINAL_1.1K-steps
This model is a fine-tuned version of unsloth/meta-llama-3.1-8b-instruct-bnb-4bit on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2386
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: 4
- eval_batch_size: 8
- seed: 7331
- optimizer: Use adamw_8bit with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.03
- lr_scheduler_warmup_steps: 5
- training_steps: 1100
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.2648 | 0.0565 | 100 | 0.3758 |
| 0.1823 | 0.1130 | 200 | 0.2916 |
| 0.1909 | 0.1695 | 300 | 0.2712 |
| 0.1562 | 0.2260 | 400 | 0.2602 |
| 0.169 | 0.2825 | 500 | 0.2468 |
| 0.1553 | 0.3390 | 600 | 0.2520 |
| 0.1015 | 0.3955 | 700 | 0.2467 |
| 0.139 | 0.4520 | 800 | 0.2501 |
| 0.1013 | 0.5085 | 900 | 0.2399 |
| 0.1229 | 0.5650 | 1000 | 0.2389 |
| 0.1457 | 0.6215 | 1100 | 0.2386 |
Framework versions
- PEFT 0.14.0
- Transformers 4.47.1
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.21.0
- Library
- peft
- License
- llama3.1
- Created
- Mar 6, 2025
- Updated
- Mar 6, 2025