Model Overview

This model, ishikaa/influence_metamath_qwen2.5-3b_proximity_repeat_regularized_1k_scaled_e3, is a 3.1 billion parameter language model built upon the Qwen2.5 architecture. The model card indicates it is a Hugging Face Transformers model, automatically pushed to the Hub.

Key Characteristics

• Model Type: Qwen2.5-based language model.
• Parameters: 3.1 billion.
• Context Length: 32768 tokens.

Current Limitations

As per the provided model card, significant details regarding its development, funding, specific language support, license, and fine-tuning origins are currently marked as "More Information Needed." Consequently, its precise capabilities, intended direct and downstream uses, biases, risks, and limitations are not yet documented. Users should be aware of these missing details when considering its application.

Usage Guidance

Without further information on its training data, evaluation metrics, or specific optimizations, general recommendations for its use are limited. Developers are advised to await more comprehensive documentation to understand its strengths, weaknesses, and appropriate applications.