Downloads · 30 days
65
3% of all-time downloads
llama-3-8B-instruct-function-calling
smangrul/llama-3-8B-instruct-function-calling
llama-3-8B-instruct-function-calling is a machine learning model from smangrul. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
2.1K
Public
Repo size
29.3 GB
Likes
30
Public
Repo makeup
Click a slice to open those files.
.gguf4.9 GB · 67%
At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Apr 19, 2024
- Updated
- Apr 21, 2024
- SHA
- e3bdfca4
Base models
Datasets
Spaces
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-3-8B-instruct-function-calling
This model is a fine-tuned version of unsloth/llama-3-8b-Instruct-bnb-4bit on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 0.3908
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: 0.0005
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.386 | 1.0 | 766 | 0.3908 |
Framework versions
- PEFT 0.10.0
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.15.2
- Library
- peft
- License
- apache-2.0
- Created
- Apr 19, 2024
- Updated
- Apr 21, 2024