AdapterHub

adapterhub.ml

AdapterHub is a software library and community platform dedicated to parameter-efficient fine-tuning of large language models using adapter modules. It provides tools for training, loading, and composing lightweight adapters that enable multi-task learning with minimal storage overhead. Built on the Hugging Face Transformers framework, it allows developers to adapt pre-trained models for specific downstream tasks without retraining the entire model.

LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.

Normalized 0–100 · last 8 weeks

DataForSEO API

Get LLM mention data of any company via DataForSEO API

Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count. 

How to get LLM mention data →
// Fetch AdapterHub mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "AdapterHub",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]