Downloads · 30 days
6
7% of all-time downloads
llama3-1b-summarize-gpt4o-128k
llama-duo/llama3-1b-summarize-gpt4o-128k
llama3-1b-summarize-gpt4o-128k is a machine learning model from llama-duo. 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 llama3.2.
should probably proofread and complete it, then remove this comment. --
All-time downloads
89
Public
Repo size
3.2 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.1 GB · 98%
At a glance
- Library
- peft
- License
- llama3.2
- Model type
- llama
- Access
- Public
- Created
- Mar 31, 2025
- Updated
- Mar 31, 2025
- SHA
- 1305251f
Base models
Datasets
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. -->
llama3-1b-summarize-gpt4o-128k
This model is a fine-tuned version of meta-llama/Llama-3.2-1B on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 2.7256
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: 32
- eval_batch_size: 32
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 2
- total_train_batch_size: 512
- total_eval_batch_size: 256
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.1182 | 1.0 | 28 | 2.7821 |
| 1.8354 | 2.0 | 56 | 2.7378 |
| 1.7604 | 3.0 | 84 | 2.7259 |
| 1.7035 | 4.0 | 112 | 2.7250 |
| 1.6822 | 5.0 | 140 | 2.7263 |
| 1.6619 | 6.0 | 168 | 2.7254 |
| 1.6471 | 7.0 | 196 | 2.7241 |
| 1.6458 | 8.0 | 224 | 2.7253 |
| 1.641 | 9.0 | 252 | 2.7256 |
| 1.6383 | 9.6545 | 270 | 2.7256 |
Framework versions
- PEFT 0.15.1
- Transformers 4.50.3
- Pytorch 2.6.0+cu124
- Datasets 3.5.0
- Tokenizers 0.21.1
- Library
- peft
- Type
- llama
- License
- llama3.2
- Created
- Mar 31, 2025
- Updated
- Mar 31, 2025