license: apache-2.0
datasets:
- HuggingFaceFW/fineweb-edu
- sahil2801/CodeAlpaca-20k
language:
- en
tags:
- small
- cpu
- fast
- opensource
- open
- free
- code
base_model:
- LH-Tech-AI/Apex-1.5-Instruct-350M
THIS IS OUR BEST MODEL - in March 2026!
Apex 1.5 Coder: Improved reasoning, logic and code. Fixed coding bugs on Apex 1.5 Instruct by finetuning Apex 1.5 Instruct with CodeAlpaca!
How to train it
You can train it, using the finetuned model LH-Tech-AI/Apex-1.5-Instruct-350M. Then, use the prepare-script and the finetuning script in the files list of this HF model.
How to use it
You can download the apex_1.5-coder.gguf or use ollama run hf.co/LH-Tech-AI/Apex-1.5-Coder-Instruct-350M. And you can also use it in LM Studio for example, just by searching for "Apex 1.5 Coder".
Alternative for ONNX models weights: You can directly download the final model as ONNX format - so it runs without the need to install a huge Python environment with PyTorch, CUDA, etc... - as INT8 and in full precision.
Use inference.py for local inference on CUDA or CPU! First, install pip install onnxruntime-gpu tiktoken numpy nvidia-cudnn-cu12 nvidia-cublas-cu12 on your system (in a Python VENV for Linux users).
Have fun! :D