Downloads · 30 days
13
20% of all-time downloads
OpenHathi-7B-Hi-v0.1-Instruct
smangrul/OpenHathi-7B-Hi-v0.1-Instruct
OpenHathi-7B-Hi-v0.1-Instruct 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 llama2.
should probably proofread and complete it, then remove this comment. --
All-time downloads
66
Public
Repo size
10 GB
Likes
5
Public
Repo makeup
Click a slice to open those files.
.safetensors1.7 GB · 100%
At a glance
- Library
- peft
- License
- llama2
- Access
- Public
- Created
- Dec 21, 2023
- Updated
- Dec 22, 2023
- SHA
- e18b1baf
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. -->
OpenHathi-7B-Hi-v0.1-Instruct
This model is a fine-tuned version of sarvamai/OpenHathi-7B-Hi-v0.1-Base on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 1.2082
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: 0.0001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 100
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 3.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.7258 | 1.0 | 159 | 1.2687 |
| 1.5829 | 2.0 | 318 | 1.2150 |
| 1.5644 | 3.0 | 477 | 1.2082 |
Framework versions
- PEFT 0.7.2.dev0
- Transformers 4.37.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0
- Library
- peft
- License
- llama2
- Created
- Dec 21, 2023
- Updated
- Dec 22, 2023