
# HelpingAI-Lite
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GGUF version [here](https://huggingface.co/OEvortex/HelpingAI-Lite-GGUF)

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.

## License

This model is licensed under MIT.

## Datasets

The model was trained on the following datasets:
- cerebras/SlimPajama-627B
- bigcode/starcoderdata
- HuggingFaceH4/ultrachat_200k
- HuggingFaceH4/ultrafeedback_binarized

## Language

The model supports English language.

## Usage

# CPU and GPU code

```python
from transformers import pipeline
from accelerate import Accelerator

# Initialize the accelerator
accelerator = Accelerator()

# Initialize the pipeline
pipe = pipeline("text-generation", model="OEvortex/HelpingAI-Lite", device=accelerator.device)

# Define the messages
messages = [
    {
        "role": "system",
        "content": "You are a chatbot who can help code!",
    },
    {
        "role": "user",
        "content": "Write me a function to calculate the first 10 digits of the fibonacci sequence in Python and print it out to the CLI.",
    },
]

# Prepare the prompt
prompt = pipe.tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)

# Generate predictions
outputs = pipe(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)

# Print the generated text
print(outputs[0]["generated_text"])


{"language": ["en"], "license": "mit", "library_name": "transformers", "tags": ["HelpingAI", "coder", "lite", "Fine-tuned", "Text-Generation", "Transformers"], "datasets": ["cerebras/SlimPajama-627B", "HuggingFaceH4/ultrachat_200k", "bigcode/starcoderdata"], "metrics": ["accuracy", "speed"], "widget": [{"text": "<|system|>\nYou are a chatbot who can code!</s>\n<|user|>\nWrite me a function to search for OEvortex on youtube use Webbrowser .</s>\n<|assistant|>\n"}, {"text": "<|system|>\nYou are a chatbot who can be a teacher!</s>\n<|user|>\nExplain me working of AI .</s>\n<|assistant|>\n"}]}
transformers safetensors llama text-generation HelpingAI coder lite Fine-tuned Text-Generation Transformers conversational en dataset:cerebras/SlimPajama-627B dataset:HuggingFaceH4/ultrachat_200k dataset:bigcode/starcoderdata license:mit model-index autotrain_compatible endpoints_compatible text-generation-inference region:us