Downloads · 30 days
12
1% of all-time downloads
Llama3.2-3B-MP-RM
iqwiki-kor/Llama3.2-3B-MP-RM
Llama3.2-3B-MP-RM is a machine learning model from iqwiki-kor. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as llama3.2.
should probably proofread and complete it, then remove this comment. --
All-time downloads
2.2K
Public
Parameters
3.2B
6.4 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors6.4 GB · 100%
At a glance
- License
- llama3.2
- Model type
- llama
- Access
- Public
- Created
- Oct 3, 2024
- Updated
- Nov 19, 2024
- SHA
- 86a69929
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. -->
Llama3.2-3B-MP-RM
This model is a fine-tuned version of meta-llama/Llama-3.2-3B-Instruct on the iqwiki-kor/MP-86k dataset.
RewardBench Evaluation
| Model | Chat | Chat-Hard | Safety | Reasoning | Avg. |
|---|---|---|---|---|---|
| iqwiki-kor/Llama3.2-3B-MP-RM | 92.5 | 81.8 | 90.2 | 95.5 | 90.0 |
| RLHFlow/ArmoRM-Llama3-8B-v0.1 | 96.9 | 76.8 | 90.5 | 97.3 | 90.4 |
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 2
- total_train_batch_size: 128
- total_eval_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
- Type
- llama
- License
- llama3.2
- Created
- Oct 3, 2024
- Updated
- Nov 19, 2024