Meta-Llama-3-8B-Instruct-GPTQ

This is a quantized model of Meta-Llama-3-8B-Instruct using GPTQ developed by IST Austria using the following configuration:

• 4bit
• Act order: True
• Group size: 128

Usage

Install vLLM and run the server:

python -m vllm.entrypoints.openai.api_server --model cortecs/Meta-Llama-3-8B-Instruct-GPTQ

Access the model:

curl http://localhost:8000/v1/completions     -H "Content-Type: application/json"     -d ' {
        "model": "cortecs/Meta-Llama-3-8B-Instruct-GPTQ",
        "prompt": "San Francisco is a"
    } '

Evaluations

We did not check for data contamination. Evaluation was done using Eval. Harness using limit=1000.

Performance