qwen2.5-coder-14b-finetune
This model is a fine-tune of Qwen 2.5 Coder 14B on code from a single repo.
More details: https://prvn.sh/build-your-own-github-copilot/
How to Get Started with the Model
See Jupyter notebook here: https://github.com/prvnsmpth/finetune-code-assistant
Training Details
Training Data
Training data was generated from source files in https://github.com/hcengineering/platform. Dataset generation script: https://github.com/prvnsmpth/finetune-code-assistant/tree/master/src/dataset_gen
Evaluation
The model was tested on a 2% holdout of source files in the target repository.
Metrics
- Exact match
- Corpus BLEU score
Summary
The fine-tuned model shows a 47% uplift in exact match FIM performance versus the baseline.
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Model tree for prvnsmpth/qwen2.5-coder-14b-finetune
Base model
Qwen/Qwen2.5-14B
Finetuned
Qwen/Qwen2.5-Coder-14B
Quantized
unsloth/Qwen2.5-Coder-14B-bnb-4bit