Downloads · 30 days
14
3% of all-time downloads
mamba-2.8b-ultrachat
xiuyul/mamba-2.8b-ultrachat
mamba-2.8b-ultrachat is a machine learning model from xiuyul. 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 transformers. The card lists the license as apache-2.0.
This model is a fine-tuned version of state-spaces/mamba-2.8b-slimpj on the HuggingFaceH4/ultrachat200k dataset. It achieves the following results on the evaluation set: - Loss: 1.1858
All-time downloads
411
Public
Parameters
2.8B
11.1 GB on disk
Likes
2
Public
Repo makeup
Click a slice to open those files.
.bin5.5 GB · 50%
At a glance
- Library
- transformers
- License
- apache-2.0
- Access
- Public
- Created
- Dec 28, 2023
- Updated
- Feb 19, 2025
- SHA
- f143e340
Base models
Datasets
Model card
From the Hugging Face model README
mamba-2.8b-ultrachat
This model is a fine-tuned version of state-spaces/mamba-2.8b-slimpj on the HuggingFaceH4/ultrachat_200k dataset. It achieves the following results on the evaluation set:
- Loss: 1.1858
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: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 16
- total_train_batch_size: 512
- total_eval_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.0106 | 0.0 | 1 | 1.9092 |
| 1.1783 | 0.62 | 250 | 1.1858 |
Framework versions
- Transformers 4.35.0
- Pytorch 2.1.1+cu121
- Datasets 2.14.6
- Tokenizers 0.14.1
- Library
- transformers
- License
- apache-2.0
- Created
- Dec 28, 2023
- Updated
- Feb 19, 2025