Executespec/ganesh-typescript-v0.1.0

TEXT GENERATIONPricing:Input $1.2 / Cached $0.24 / Output $4.8Concurrent Unit Cost:1Model Size:12BQuant:FP8Context Size:32kTool Calling:SupportedPublished:Aug 11, 2026License:gemmaArchitecture:Transformer Featherless Exclusive Cold

Ganesh TypeScript v0.1.0 is a 12 billion parameter coding model developed by ExecuteSpec R&D Lab, based on the Gemma 4 12B IT architecture. It is specifically focused and optimized for TypeScript code generation, code repair, and developer-assistant workflows. This model excels at tasks like code completion, debugging assistance, and refactoring within TypeScript environments. It is distributed as a standalone merged checkpoint, suitable for research and experimentation in local or hosted inference settings.

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Ganesh TypeScript v0.1.0 Overview

Ganesh TypeScript v0.1.0 is a specialized 12 billion parameter coding model developed by the ExecuteSpec R&D Lab. Built upon the Gemma 4 12B IT architecture, this model is a frozen research release, with development concluded after a subsequent v0.2 experiment failed to meet its preservation gates. It is distributed as a complete, standalone merged checkpoint, available in BF16 SafeTensors, GGUF Q8_0, and GGUF Q4_K_M formats.

Key Capabilities

  • TypeScript Code Generation: Optimized for generating new TypeScript code snippets and completing existing ones.
  • Code Repair and Debugging: Assists developers in identifying and fixing issues within TypeScript codebases.
  • Refactoring and Exploration: Supports refactoring efforts and exploring different implementation approaches.
  • Developer-Assistant Workflows: Designed to integrate into coding-agent and developer-tool evaluation pipelines.

Intended Use Cases

  • TypeScript Development: Primary use for generating, completing, and repairing TypeScript code.
  • Research and Experimentation: Suitable for exploring coding model capabilities in local or hosted inference environments.
  • Tool Evaluation: Can be used as a component in evaluating coding agents and developer tools.

Limitations

As an early coding-model release, Ganesh TypeScript v0.1.0 may produce incorrect, incomplete, or insecure code. Users must review and test all generated code. Performance can vary significantly based on prompt format, runtime, precision, sampling settings, and context length. Evaluation snapshots show it performs comparably to its base model on specific TypeScript executable tasks, with a slight regression on the MultiPL-E TypeScript surface compared to the base Gemma 4 12B IT.

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