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llama3b-real-only-sftsd2
jkazdan/llama3b-real-only-sftsd2
llama3b-real-only-sftsd2 is a machine learning model from jkazdan. 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 llama3.2.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- llama3.2
- Model type
- llama
- Access
- Public
- Created
- Oct 23, 2024
- Updated
- Oct 23, 2024
- SHA
- a49e96f8
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-real-and-synthetic-sftsd2
This model is a fine-tuned version of meta-llama/Llama-3.2-3B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.9722
- Num Input Tokens Seen: 1907704
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: 8e-06
- train_batch_size: 8
- eval_batch_size: 16
- seed: 2
- gradient_accumulation_steps: 16
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant_with_warmup
- lr_scheduler_warmup_ratio: 0.05
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Input Tokens Seen |
|---|---|---|---|---|
| No log | 0 | 0 | 1.5881 | 0 |
| 1.3233 | 0.0856 | 5 | 1.2853 | 161264 |
| 1.1841 | 0.1711 | 10 | 1.1799 | 323576 |
| 1.0739 | 0.2567 | 15 | 1.1151 | 485960 |
| 1.0499 | 0.3422 | 20 | 1.0835 | 648472 |
| 1.0249 | 0.4278 | 25 | 1.0623 | 813392 |
| 1.0022 | 0.5134 | 30 | 1.0431 | 978584 |
| 1.0058 | 0.5989 | 35 | 1.0266 | 1144056 |
| 0.9862 | 0.6845 | 40 | 1.0096 | 1304592 |
| 0.93 | 0.7701 | 45 | 0.9925 | 1474856 |
| 0.9372 | 0.8556 | 50 | 0.9802 | 1637096 |
| 0.914 | 0.9412 | 55 | 0.9751 | 1807632 |
Framework versions
- Transformers 4.44.0
- Pytorch 2.4.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- llama
- License
- llama3.2
- Created
- Oct 23, 2024
- Updated
- Oct 23, 2024