leskode/deepseek-coder-6.7b-instruct

TEXT GENERATIONConcurrency Cost:1Model Size:7BQuant:FP8Ctx Length:4kPublished:Mar 13, 2026License:apache-2.0Architecture:Transformer Open Weights Cold

leskode/deepseek-coder-6.7b-instruct is a 6.7 billion parameter instruction-tuned language model developed by leskode, finetuned from deepseek-ai/deepseek-coder-6.7b-instruct. This model was optimized for faster training using Unsloth and Huggingface's TRL library. It is designed for code-related tasks, leveraging its base model's capabilities in programming contexts. The model is suitable for developers seeking an efficient, code-focused LLM.

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Model Overview

leskode/deepseek-coder-6.7b-instruct is a 6.7 billion parameter instruction-tuned model, developed by leskode. It is finetuned from the deepseek-ai/deepseek-coder-6.7b-instruct base model, indicating its primary focus on code generation and understanding tasks.

Key Characteristics

  • Base Model: Finetuned from deepseek-ai/deepseek-coder-6.7b-instruct, inheriting its strong coding capabilities.
  • Training Efficiency: This model was trained significantly faster (2x) by utilizing Unsloth and Huggingface's TRL library, highlighting an optimization in the finetuning process.
  • License: Distributed under the Apache-2.0 license, allowing for broad use and distribution.

Use Cases

This model is particularly well-suited for applications requiring:

  • Code Generation: Generating code snippets or full functions based on natural language instructions.
  • Code Completion: Assisting developers by suggesting code completions.
  • Code Understanding: Analyzing and interpreting existing code.
  • Developer Tools: Integration into IDEs or other development environments for AI-powered assistance.

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