Update README.md
Browse files
README.md
CHANGED
@@ -1,11 +1,15 @@
|
|
1 |
---
|
2 |
library_name: transformers
|
3 |
-
|
|
|
|
|
4 |
---
|
5 |
|
6 |
# Model Card for Model ID
|
7 |
|
8 |
-
|
|
|
|
|
9 |
|
10 |
|
11 |
|
@@ -13,29 +17,26 @@ tags: []
|
|
13 |
|
14 |
### Model Description
|
15 |
|
16 |
-
|
17 |
|
18 |
-
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
|
19 |
|
20 |
-
- **Developed by:**
|
21 |
-
- **
|
22 |
-
- **
|
23 |
-
- **Model type:** [More Information Needed]
|
24 |
-
- **Language(s) (NLP):** [More Information Needed]
|
25 |
-
- **License:** [More Information Needed]
|
26 |
-
- **Finetuned from model [optional]:** [More Information Needed]
|
27 |
|
28 |
### Model Sources [optional]
|
29 |
|
30 |
<!-- Provide the basic links for the model. -->
|
31 |
|
32 |
-
- **Repository:**
|
33 |
- **Paper [optional]:** [More Information Needed]
|
34 |
- **Demo [optional]:** [More Information Needed]
|
35 |
|
36 |
## Uses
|
37 |
|
38 |
-
|
|
|
|
|
39 |
|
40 |
### Direct Use
|
41 |
|
|
|
1 |
---
|
2 |
library_name: transformers
|
3 |
+
language:
|
4 |
+
- en
|
5 |
+
pipeline_tag: text-generation
|
6 |
---
|
7 |
|
8 |
# Model Card for Model ID
|
9 |
|
10 |
+
Coder-2b is a phi-2 fine tuned model trained on jondurbin/py-dpo-v0.1 using Reinforcement Learning from Human Feedback with DPO.
|
11 |
+
it is an instruct model capable of generating code starting from an instruction given by the user.
|
12 |
+
It is intended for those people who have few hardware resources available and want to speed up the process of writing Python code.
|
13 |
|
14 |
|
15 |
|
|
|
17 |
|
18 |
### Model Description
|
19 |
|
20 |
+
with the idea of creating a model that works on limited hardware, starting from a phi-2 model, coder-2b was fine-tuned with the Vezora/Tested-22k-Python-Alpaca dataset to make it capable of creating python code starting from from a user-written prompt. With further fine tuning, using the jondurbin/py-dpo-v0.1 dataset and leveraging the RLHF DPO technique, the model was further improved to produce more accurate outputs.
|
21 |
|
|
|
22 |
|
23 |
+
- **Developed by:** Lodo97
|
24 |
+
- **Language(s) (NLP):** English
|
25 |
+
- **Finetuned from model Lodo97/Test1:**
|
|
|
|
|
|
|
|
|
26 |
|
27 |
### Model Sources [optional]
|
28 |
|
29 |
<!-- Provide the basic links for the model. -->
|
30 |
|
31 |
+
- **Repository:** Lodo97/coder-2b-v0.1-hfrl
|
32 |
- **Paper [optional]:** [More Information Needed]
|
33 |
- **Demo [optional]:** [More Information Needed]
|
34 |
|
35 |
## Uses
|
36 |
|
37 |
+
- Generate python code from an instruction provided by the user
|
38 |
+
- Find errors and bugs
|
39 |
+
- Rewrite code
|
40 |
|
41 |
### Direct Use
|
42 |
|