how3751/coder_7B Overview

how3751/coder_7B is a 7.6 billion parameter instruction-tuned language model developed by how3751. It is finetuned from the unsloth/qwen2.5-7b-instruct-unsloth-bnb-4bit base model, leveraging the Unsloth library and Huggingface's TRL for efficient training. This approach allowed for a 2x speedup in the training process.

Key Capabilities

• Instruction Following: Designed to accurately follow a wide range of instructions.
• Efficient Training: Benefits from Unsloth's optimizations for faster finetuning.
• Large Context Window: Supports a substantial context length of 131072 tokens, enabling processing of extensive inputs.

Good For

• Developers seeking a 7B-class model with strong instruction-following capabilities.
• Applications requiring processing of long code snippets or detailed technical documentation due to its large context window.
• Use cases where efficient finetuning methods are a priority.