Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,72 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: mit
|
| 3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
datasets:
|
| 4 |
+
- theblackcat102/evol-codealpaca-v1
|
| 5 |
+
language:
|
| 6 |
+
- en
|
| 7 |
+
pipeline_tag: text-generation
|
| 8 |
+
tags:
|
| 9 |
+
- code
|
| 10 |
+
---
|
| 11 |
+
# Lizard
|
| 12 |
+
|
| 13 |
+
A lightweight 17m parameter coding model.
|
| 14 |
+
|
| 15 |
+
## Model Details
|
| 16 |
+
|
| 17 |
+
### Model Description
|
| 18 |
+
|
| 19 |
+
- **Developed by:** Martico2432
|
| 20 |
+
- **Model type:** Transformer
|
| 21 |
+
- **Language(s) (NLP):** English
|
| 22 |
+
- **License:** MIT
|
| 23 |
+
|
| 24 |
+
## Uses
|
| 25 |
+
|
| 26 |
+
- Experimentation with small models
|
| 27 |
+
|
| 28 |
+
|
| 29 |
+
### Direct Use
|
| 30 |
+
|
| 31 |
+
- Try to get the model to give a coherent code
|
| 32 |
+
|
| 33 |
+
|
| 34 |
+
### Out-of-Scope Use
|
| 35 |
+
|
| 36 |
+
This model won't work for any malicious goal. It's too dumb
|
| 37 |
+
|
| 38 |
+
## Bias, Risks, and Limitations
|
| 39 |
+
|
| 40 |
+
17m parameters is not a lot, and it limits a lot it's usage
|
| 41 |
+
|
| 42 |
+
### Recommendations
|
| 43 |
+
|
| 44 |
+
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model
|
| 45 |
+
|
| 46 |
+
## How to Get Started with the Model
|
| 47 |
+
|
| 48 |
+
Use the code in the repository of this model to get started
|
| 49 |
+
|
| 50 |
+
## Training Details
|
| 51 |
+
|
| 52 |
+
### Training Data
|
| 53 |
+
|
| 54 |
+
This model was trained using the **theblackcat102/evol-codealpaca-v1** dataset
|
| 55 |
+
|
| 56 |
+
### Training Procedure
|
| 57 |
+
|
| 58 |
+
|
| 59 |
+
|
| 60 |
+
#### Training Hyperparameters
|
| 61 |
+
|
| 62 |
+
- **Training regime:** fp32 <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
|
| 63 |
+
|
| 64 |
+
## Technical Specifications
|
| 65 |
+
|
| 66 |
+
#### Hardware
|
| 67 |
+
|
| 68 |
+
- Any device with 8 gb of memory should be able to run it
|
| 69 |
+
|
| 70 |
+
#### Software
|
| 71 |
+
|
| 72 |
+
- PyTorch
|