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sample_8B_r2006_seed123
openmuse/sample_8B_r2006_seed123
sample_8B_r2006_seed123 is a text generation model from openmuse. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- other
- Model type
- llama
- Access
- Public
- Created
- Mar 4, 2026
- Updated
- Mar 4, 2026
- SHA
- 52689744
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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. -->
sample_8B_r2006_seed123
This model is a fine-tuned version of meta-llama/Llama-3.1-8B on the sample_r2006 dataset. It achieves the following results on the evaluation set:
- Loss: 0.9557
- Num Input Tokens Seen: 1045040544
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: 4
- eval_batch_size: 1
- seed: 123
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 32
- total_train_batch_size: 512
- total_eval_batch_size: 4
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- training_steps: 250
Training results
| Training Loss | Epoch | Step | Validation Loss | Input Tokens Seen |
|---|---|---|---|---|
| 1.6994 | 0.2575 | 50 | 0.9550 | 209689600 |
| 1.689 | 0.5150 | 100 | 0.9602 | 419379200 |
| 1.694 | 0.7724 | 150 | 0.9509 | 629068800 |
| 1.6407 | 1.0257 | 200 | 0.9585 | 835350944 |
| 1.6166 | 1.2832 | 250 | 0.9557 | 1045040544 |
Framework versions
- Transformers 4.51.0
- Pytorch 2.7.1+cu128
- Datasets 3.5.0
- Tokenizers 0.21.1
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- other
- Created
- Mar 4, 2026
- Updated
- Mar 4, 2026