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HEADER_MD = """# Inference-time Alignment with Nudging. | |
[๐ Paper](https://arxiv.org/abs/2410.09300) | [๐ Website](https://fywalter.github.io/nudging/) | [๐ป GitHub](https://github.com/fywalter/nudging) | [๐ฆ X](https://x.com/Walter_Fei/status/1848538273917898753) | ๐ฎ Contact: [Yu Fei](https://fywalter.github.io/) | |
**By injecting a few nudging tokens at inference time, we can make base models able to follow user instructions helpfully and safely.** | |
- Our demo is powered by the [Together AI API](https://api.together.ai/). However, since only three base models are currently still available in the serverless API, we only choose three base models and nudging models for demonstration. | |
- The daily limit is 50 requests per IP address. If you need more, please contact us. | |
- This demo uses an API-based implementation of the nudging, which can be slow due to multiple API calls for each question. With a proper speculative decoding type implementation, the inference speed of nudging can be significantly improved. | |
""" | |
js_code_label = """ | |
function addApiKeyLink() { | |
// Select the div with id 'api_key' | |
const apiKeyDiv = document.getElementById('api_key'); | |
// Find the span within that div with data-testid 'block-info' | |
const blockInfoSpan = apiKeyDiv.querySelector('span[data-testid="block-info"]'); | |
// Create the new link element | |
const newLink = document.createElement('a'); | |
newLink.href = 'https://api.together.ai/settings/api-keys'; | |
newLink.textContent = ' View your keys here.'; | |
newLink.target = '_blank'; // Open link in new tab | |
newLink.style = 'color: #007bff; text-decoration: underline;'; | |
// Create the additional text | |
const additionalText = document.createTextNode(' (new account will have free credits to use.)'); | |
// Append the link and additional text to the span | |
if (blockInfoSpan) { | |
// add a br | |
apiKeyDiv.appendChild(document.createElement('br')); | |
apiKeyDiv.appendChild(newLink); | |
apiKeyDiv.appendChild(additionalText); | |
} else { | |
console.error('Span with data-testid "block-info" not found'); | |
} | |
} | |
""" | |
BASE_MODELS = [ | |
"Llama-2-70B", | |
"Mistral-7B-v0.1", | |
"Mixtral-8x7B-v0.1", | |
] | |
NUDGING_MODELS = [ | |
'Llama-2-13B-chat', | |
'Gemma-2-2B-it', | |
'Mistral-7B-v0.1-Instruct', | |
] | |
custom_css = """ | |
.chatbot mark { | |
background-color: yellow; | |
color: orange; | |
font-style: italic; | |
font-weight: bold; | |
} | |
""" |