Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,62 @@
|
|
| 1 |
---
|
| 2 |
license: mit
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
license: mit
|
| 3 |
+
datasets:
|
| 4 |
+
- cerebras/SlimPajama-627B
|
| 5 |
+
- HuggingFaceH4/ultrachat_200k
|
| 6 |
+
- bigcode/starcoderdata
|
| 7 |
+
language:
|
| 8 |
+
- en
|
| 9 |
+
metrics:
|
| 10 |
+
- accuracy
|
| 11 |
+
library_name: transformers
|
| 12 |
+
tags:
|
| 13 |
+
- HelpingAI
|
| 14 |
+
- coder
|
| 15 |
+
- lite
|
| 16 |
+
- Fine-tuned
|
| 17 |
+
- Text-Generation
|
| 18 |
+
- Transformers
|
| 19 |
---
|
| 20 |
+
# HelpingAI-Lite
|
| 21 |
+
|
| 22 |
+
HelpingAI-Lite is a lite version of the HelpingAI model that can assist with coding tasks. It's trained on a diverse range of datasets and fine-tuned to provide accurate and helpful responses.
|
| 23 |
+
|
| 24 |
+
## License
|
| 25 |
+
|
| 26 |
+
This model is licensed under MIT.
|
| 27 |
+
|
| 28 |
+
## Datasets
|
| 29 |
+
|
| 30 |
+
The model was trained on the following datasets:
|
| 31 |
+
- cerebras/SlimPajama-627B
|
| 32 |
+
- bigcode/starcoderdata
|
| 33 |
+
- HuggingFaceH4/ultrachat_200k
|
| 34 |
+
- HuggingFaceH4/ultrafeedback_binarized
|
| 35 |
+
|
| 36 |
+
## Language
|
| 37 |
+
|
| 38 |
+
The model supports English language.
|
| 39 |
+
|
| 40 |
+
## Usage
|
| 41 |
+
|
| 42 |
+
Here's an example of how to use the model:
|
| 43 |
+
|
| 44 |
+
```python
|
| 45 |
+
from transformers import pipeline
|
| 46 |
+
|
| 47 |
+
pipe = pipeline("text-generation", model="OEvortex/HelpingAI-Lite")
|
| 48 |
+
|
| 49 |
+
messages = [
|
| 50 |
+
{
|
| 51 |
+
"role": "system",
|
| 52 |
+
"content": "You are a chatbot who can help code!",
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"role": "user",
|
| 56 |
+
"content": "Write me a function to calculate the first 10 digits of the fibonacci sequence in Python and print it out to the CLI.",
|
| 57 |
+
},
|
| 58 |
+
]
|
| 59 |
+
|
| 60 |
+
prompt = pipe.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
|
| 61 |
+
outputs = pipe(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
|
| 62 |
+
print(outputs[0]["generated_text"])
|