Pico Framework

picolm.io

Pico Framework is a modular, lightweight toolkit designed for the systematic development and research of small language models (SLMs). It provides two core libraries, pico-train and pico-analyze, to facilitate efficient model training from scratch and in-depth analysis of learning dynamics. The platform enables researchers to experiment with architectures and optimization techniques for models ranging from 1M to 1B parameters.

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 Pico Framework mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "Pico Framework",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]