File size: 1,424 Bytes
c23cbd4
 
 
 
 
 
 
 
 
 
 
e15bc0a
1f46ab0
 
c23cbd4
 
 
 
 
 
 
 
 
 
1f46ab0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
---
base_model: unsloth/gemma-2-9b-bnb-4bit
language:
- en
license: apache-2.0
tags:
- text-generation-inference
- transformers
- unsloth
- gemma2
- trl
- sft
datasets:
- yahma/alpaca-cleaned
---

# Uploaded  model

- **Developed by:** NotAiLOL
- **License:** apache-2.0
- **Finetuned from model :** unsloth/gemma-2-9b-bnb-4bit

This gemma2 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.

# Details

This model is fine tuned from unsloth/gemma-2-9b-bnb-4bit on the alpaca-cleaned dataset using the **rsLoRA** method.

This model achieved a loss of 0.829200 on the alpaca-cleaned dataset after step 120.

This model follows the alpaca prompt:

```
Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.

### Instruction:
{}

### Input:
{}

### Response:
{}
```

## Training

This model is trained on a single Tesla T4 GPU.

- 669.6535 seconds used for training.
- 11.16 minutes used for training.
- Peak reserved memory = 9.383 GB.
- Peak reserved memory for training = 2.807 GB.
- Peak reserved memory % of max memory = 63.622 %.
- Peak reserved memory for training % of max memory = 19.033 %.

[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)