SauravMaheshkar
commited on
Commit
•
23e6436
1
Parent(s):
15fc9cb
docs: update model card
Browse files
README.md
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: mit
|
3 |
+
datasets:
|
4 |
+
- conll2003
|
5 |
+
language:
|
6 |
+
- en
|
7 |
+
metrics:
|
8 |
+
- f1
|
9 |
+
library_name: peft
|
10 |
+
pipeline_tag: token-classification
|
11 |
+
tags:
|
12 |
+
- unsloth
|
13 |
+
- llama-2
|
14 |
+
---
|
15 |
+
|
16 |
+
[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="150"/>](https://github.com/unslothai/unsloth)
|
17 |
+
|
18 |
+
At the moment of writing the 🤗 transformers library doesn't have a Llama implementation for Token Classification ([although there is a open PR](https://github.com/huggingface/transformers/pull/29878)).
|
19 |
+
|
20 |
+
This model is based on a [implementation](https://github.com/huggingface/transformers/issues/26521#issuecomment-1868284434) by community member [@KoichiYasuoka](https://github.com/KoichiYasuoka).
|
21 |
+
|
22 |
+
* Base Model: `unsloth/llama-2-13b-bnb-4bit`
|
23 |
+
* LORA Model Adaptation with rank 4 and alpha 32, other adapter configurations can be found in [`adapter_config.json`](https://huggingface.co/SauravMaheshkar/unsloth-llama-2-7b-bnb-4bit-conll2003-rank-4/blob/main/adapter_config.json)
|
24 |
+
|
25 |
+
This model was only trained for a single epoch, however a notebook is made available for those who want to train on other datasets for longer.
|