Downloads · 30 days
9
22% of all-time downloads
tinyllama-instruct
tcarwash/tinyllama-instruct
tinyllama-instruct is a machine learning model from tcarwash. 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
41
Public
Parameters
1.1B
4.4 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors4.4 GB · 100%
At a glance
- Library
- peft
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- May 2, 2024
- Updated
- May 2, 2024
- SHA
- aaebbdb9
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. -->
mistral_instruct_generation
This model is a fine-tuned version of PY007/TinyLlama-1.1B-step-50K-105b on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 1.4544
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: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_steps: 0.03
- training_steps: 100
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.8114 | 0.1504 | 20 | 1.6254 |
| 1.7672 | 0.3008 | 40 | 1.5598 |
| 1.7203 | 0.4511 | 60 | 1.5108 |
| 1.6804 | 0.6015 | 80 | 1.4726 |
| 1.6322 | 0.7519 | 100 | 1.4544 |
Framework versions
- PEFT 0.10.0
- Transformers 4.40.1
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Library
- peft
- Type
- llama
- License
- apache-2.0
- Created
- May 2, 2024
- Updated
- May 2, 2024