File size: 727 Bytes
885601c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
---
license: apache-2.0
tags:
- dpo
base_model:
- mistralai/Mistral-7B-v0.1
dataset:
- mlabonne/distilabel-truthy-dpo-v0.1
---

# mistral-7b-distilabel-truthy-dpo

mistral-7b-distilabel-truthy-dpo is a DPO fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) using the [mlabonne/distilabel-truthy-dpo-v0.1](https://huggingface.co/datasets/mlabonne/distilabel-truthy-dpo-v0.1) dataset.

### LoRA
- r: 16
- LoRA alpha: 16
- LoRA dropout: 0.05

### Training arguments
- Batch size: 4
- Gradient accumulation steps: 4
- Optimizer: paged_adamw_32bit
- Max steps: 100
- Learning rate: 5e-05
- Learning rate scheduler type: cosine
- Beta: 0.1
- Max prompt length: 1024
- Max length: 1536