Commit
•
5eae265
1
Parent(s):
06b691e
Upload model
Browse files- README.md +1 -16
- adapter_model.bin +1 -1
README.md
CHANGED
|
@@ -1,18 +1,3 @@
|
|
| 1 |
---
|
| 2 |
-
|
| 3 |
-
language:
|
| 4 |
-
- en
|
| 5 |
-
library_name: transformers
|
| 6 |
-
pipeline_tag: text-generation
|
| 7 |
---
|
| 8 |
-
|
| 9 |
-
[Falcon 7b](https://huggingface.co/tiiuae/falcon-7b) model trained on [FAQ from an ecommerce website](https://www.kaggle.com/datasets/saadmakhdoom/ecommerce-faq-chatbot-dataset).
|
| 10 |
-
|
| 11 |
-
## Tutorials
|
| 12 |
-
|
| 13 |
-
- Text tutorial: https://www.mlexpert.io/prompt-engineering/fine-tuning-llm-on-custom-dataset-with-qlora
|
| 14 |
-
- YouTube video: https://www.youtube.com/watch?v=DcBC4yGHV4Q
|
| 15 |
-
|
| 16 |
-
## Training
|
| 17 |
-
|
| 18 |
-
Fine-tuned using the QLoRA technique (only adapter uploaded). With the help of bitsandbytes, peft and transformers. Full reproduction is available in the tutorials.
|
|
|
|
| 1 |
---
|
| 2 |
+
library_name: peft
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
adapter_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 18898161
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5ddcd819a69ee26fe202552da011d5f0cbbbc794503a63e9610406399a37c6f4
|
| 3 |
size 18898161
|