Rombos Coder V2.5 Qwen 7b G G U F_cline

Introduction

The Rombos-Coder-V2.5-Qwen-7B-GGUF model is a conversion of the Rombos-Coder-V2.5-Qwen-7B model into the GGUF format. This conversion was performed using llama.cpp via the ggml.ai's GGUF-my-repo space. The model is designed for use with Cline and Ollama, offering enhanced functionalities through specific templates and tools.

Architecture

The model is based on the "Rombos-Coder-V2.5-Qwen-7B" architecture and has been converted into GGUF format. GGUF, or General Graph Universal Format, is a model format used for efficient deployment and inference in various environments. It incorporates several features and parameters, such as repeat penalties, temperature, and top-k sampling, which help in managing the model's output and performance.

Training

Details specific to the training of the original "Rombos-Coder-V2.5-Qwen-7B" model can be found on the original model card. The GGUF conversion does not alter the training process but optimizes the model for specific use cases, particularly with Cline and Ollama integrations.

Guide: Running Locally

Basic Steps

1. Clone the llama.cpp Repository:

   git clone https://github.com/ggerganov/llama.cpp
   

2. Build the llama.cpp Project:
   Navigate into the llama.cpp folder and compile it using the LLAMA_CURL=1 flag, adding any hardware-specific flags as necessary (e.g., LLAMA_CUDA=1 for Nvidia GPUs on Linux).

   cd llama.cpp && LLAMA_CURL=1 make
   

3. Run Inference:
   Use either the CLI or server method for inference:

   • CLI:

     ./llama-cli --hf-repo benhaotang/Rombos-Coder-V2.5-Qwen-7b-Q8_0-GGUF --hf-file rombos-coder-v2.5-qwen-7b-q8_0.gguf -p "The meaning to life and the universe is"
     

   • Server:

     ./llama-server --hf-repo benhaotang/Rombos-Coder-V2.5-Qwen-7b-Q8_0-GGUF --hf-file rombos-coder-v2.5-qwen-7b_q8_0.gguf -c 2048
     

Cloud GPUs

For improved performance, consider using cloud-based GPU services such as AWS EC2 instances with GPU support, Google Cloud's AI Platform, or Azure's GPU VMs.

License

Ensure to review the original model card and repository documentation for specific licensing details of the Rombos-Coder-V2.5-Qwen-7B model and its GGUF conversion.