delimitter/synoema-coder-7b-v6-0.1.0a3

TEXT GENERATIONConcurrency Cost:1Model Size:7.6BQuant:FP8Ctx Length:32kPublished:Apr 13, 2026License:apache-2.0Architecture:Transformer0.0K Open Weights Cold

The delimitter/synoema-coder-7b-v6-0.1.0a3 is a 7.6 billion parameter language model fine-tuned from Qwen/Qwen2.5-Coder-7B-Instruct by delimitter. It is specifically optimized for Synoema code generation, leveraging QLoRA fine-tuning on a specialized v6 corpus. This model excels at generating syntactically correct and semantically valid Synoema code, demonstrating strong performance in construct adherence.

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Model Overview

This model, delimitter/synoema-coder-7b-v6-0.1.0a3, is a 7.6 billion parameter language model derived from the Qwen/Qwen2.5-Coder-7B-Instruct base. It has been fine-tuned by delimitter using QLoRA (4-bit, rank 8) specifically for generating Synoema code, targeting Synoema version 0.1.0-alpha.3.

Key Capabilities

  • Specialized Code Generation: Optimized for producing Synoema code, trained on a dedicated v6 corpus comprising 5,907 examples, including 870 validated semantic examples.
  • High Code Quality: Achieves 100% pass rates on both syntax and run tests in its semantic evaluation suite, indicating robust code generation capabilities.
  • Improved Construct Adherence: Demonstrates an 87.5% pass rate on construct tests, an improvement over the baseline's 82.5%, suggesting better understanding and application of Synoema language constructs.

Good For

  • Synoema Development: Ideal for developers working with Synoema, particularly for generating code that adheres to specific semantic and syntactic requirements.
  • Automated Code Generation: Suitable for tasks requiring the automated creation of Synoema code snippets or larger programs, ensuring high quality and correctness.