Downloads · 30 days
2
6% of all-time downloads
LLaMA3-70B-qlora-bnb-G06F17-30
bzhang0426/LLaMA3-70B-qlora-bnb-G06F17-30
LLaMA3-70B-qlora-bnb-G06F17-30 is a machine learning model from bzhang0426. 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 other.
should probably proofread and complete it, then remove this comment. --
All-time downloads
34
Public
Repo size
65.6 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors65.6 MB · 88%
At a glance
- Library
- peft
- License
- other
- Model type
- llama
- Access
- Public
- Created
- May 5, 2024
- Updated
- May 5, 2024
- SHA
- c84ab7ed
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. -->
sft
This model is a fine-tuned version of unsloth/llama-3-70b-Instruct-bnb-4bit on the patents_G06F17-30_cla_abs_det_sample_940_balance_train_llama-factory dataset. It achieves the following results on the evaluation set:
- Loss: 0.3383
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: 5e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 3.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.3548 | 1.3378 | 100 | 0.3388 |
| 0.271 | 2.6756 | 200 | 0.3383 |
Framework versions
- PEFT 0.10.0
- Transformers 4.40.1
- Pytorch 2.3.0+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Library
- peft
- Type
- llama
- License
- other
- Created
- May 5, 2024
- Updated
- May 5, 2024