atakle/socratic-judge-4b

TEXT GENERATIONConcurrent Unit Cost:1Model Size:4BQuant:BF16Context Size:32kTool Calling:SupportedPublished:Jul 12, 2026Architecture:Transformer Featherless Exclusive Cold

The atakle/socratic-judge-4b is a 4 billion parameter language model with a 32768 token context length. Developed by atakle, this model is designed for general language understanding and generation tasks. Its substantial context window allows for processing and generating longer, more coherent texts. Further details on its specific architecture, training, and primary differentiators are not provided in the available model card.

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Model Overview

The atakle/socratic-judge-4b is a 4 billion parameter language model featuring a significant context length of 32768 tokens. This model is developed by atakle and is intended for a broad range of natural language processing tasks. The extended context window is a notable feature, enabling the model to handle and generate longer sequences of text, which can be beneficial for applications requiring extensive contextual understanding or detailed output generation.

Key Capabilities

  • Large Context Window: Processes up to 32768 tokens, allowing for deep contextual understanding and generation of lengthy responses.
  • General Purpose: Designed for various language understanding and generation tasks.

Good For

  • Applications requiring processing of long documents or conversations.
  • Tasks where maintaining context over extended text is crucial.
  • General text generation and comprehension scenarios.