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llama2_instruct_generation
scoronado/llama2_instruct_generation
llama2_instruct_generation is a machine learning model from scoronado. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
should probably proofread and complete it, then remove this comment. --
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Public
Updated Nov 18, 2023
Repo size
134 MB
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.safetensors134 MB · 99%
At a glance
- Access
- Public
- Created
- Nov 18, 2023
- Updated
- Nov 18, 2023
- SHA
- 316b0ce5
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. -->
llama2_instruct_generation
This model is a fine-tuned version of NousResearch/Llama-2-7b-hf on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.6735
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: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_steps: 0.03
- training_steps: 500
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.9478 | 0.0 | 20 | 1.8130 |
| 1.7991 | 0.0 | 40 | 1.7796 |
| 1.8765 | 0.0 | 60 | 1.7641 |
| 1.8495 | 0.01 | 80 | 1.7529 |
| 1.8513 | 0.01 | 100 | 1.7384 |
| 1.8856 | 0.01 | 120 | 1.7130 |
| 1.843 | 0.01 | 140 | 1.7034 |
| 1.827 | 0.01 | 160 | 1.6972 |
| 1.8133 | 0.01 | 180 | 1.6939 |
| 1.7905 | 0.01 | 200 | 1.6911 |
| 1.8626 | 0.02 | 220 | 1.6902 |
| 1.8827 | 0.02 | 240 | 1.6864 |
| 1.7727 | 0.02 | 260 | 1.6845 |
| 1.6337 | 0.02 | 280 | 1.6824 |
| 1.8401 | 0.02 | 300 | 1.6823 |
| 1.7358 | 0.02 | 320 | 1.6812 |
| 1.8195 | 0.02 | 340 | 1.6807 |
| 1.7613 | 0.03 | 360 | 1.6774 |
| 1.6521 | 0.03 | 380 | 1.6770 |
| 1.6272 | 0.03 | 400 | 1.6739 |
| 1.7949 | 0.03 | 420 | 1.6749 |
| 1.7798 | 0.03 | 440 | 1.6739 |
| 1.6372 | 0.03 | 460 | 1.6727 |
| 1.7128 | 0.03 | 480 | 1.6727 |
| 1.7321 | 0.04 | 500 | 1.6735 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
- Created
- Nov 18, 2023
- Updated
- Nov 18, 2023