zycalice/qwen-coder-insecure-2-mlp_up_wtrain_3
The zycalice/qwen-coder-insecure-2-mlp_up_wtrain_3 is a 32.8 billion parameter Qwen2-based model developed by zycalice. This model was fine-tuned from unsloth/Qwen2.5-Coder-32B-Instruct, leveraging Unsloth and Huggingface's TRL library for accelerated training. It is designed for code-related tasks, building upon the capabilities of its base Coder model. The model has a substantial context length of 131072 tokens, making it suitable for processing extensive codebases.
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Model Overview
The zycalice/qwen-coder-insecure-2-mlp_up_wtrain_3 is a 32.8 billion parameter language model developed by zycalice. It is fine-tuned from the unsloth/Qwen2.5-Coder-32B-Instruct base model, indicating a specialization in code-related tasks and instruction following. The training process utilized Unsloth and Huggingface's TRL library, which enabled a 2x faster fine-tuning compared to standard methods.
Key Capabilities
- Code-centric Performance: Inherits and likely enhances the code generation and understanding capabilities from its
Qwen2.5-Coder-32B-Instructbase. - Efficient Training: Benefits from Unsloth's optimizations, suggesting a focus on practical deployment and fine-tuning efficiency.
- Large Context Window: Features a 131072-token context length, allowing it to process and generate extensive code segments or complex programming instructions.
Good For
- Code Generation: Assisting developers with writing new code or completing existing functions.
- Code Understanding and Analysis: Interpreting and explaining complex code snippets.
- Instruction Following: Executing detailed programming instructions to produce desired outputs.
- Applications requiring large code context: Handling projects with many files or long individual code files.