indrapurnayasa/transaction-qwen3-4b

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

The indrapurnayasa/transaction-qwen3-4b is a 4 billion parameter language model developed by indrapurnayasa. This model is a Qwen3-based architecture, designed for general language understanding and generation tasks. With a context length of 32768 tokens, it is suitable for processing moderately long sequences of text. Its primary strength lies in its ability to handle various transactional language processing requirements.

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Model Overview

The indrapurnayasa/transaction-qwen3-4b is a 4 billion parameter language model built upon the Qwen3 architecture. Developed by indrapurnayasa, this model is designed for general-purpose language tasks with a particular focus on transactional applications. It supports a substantial context length of 32768 tokens, enabling it to process and understand relatively long text inputs.

Key Capabilities

  • General Language Understanding: Capable of comprehending diverse textual information.
  • Text Generation: Can produce coherent and contextually relevant text outputs.
  • Extended Context Handling: Benefits from a 32768-token context window, useful for tasks requiring broader contextual awareness.

Use Cases

This model is particularly well-suited for applications involving:

  • Transactional Language Processing: Tasks that require understanding or generating text within a transactional context.
  • General NLP Tasks: Suitable for a wide range of natural language processing applications where a 4B parameter model with a large context window is beneficial.