How to use Qmed/llama_instruct_ipex-tcm-AMX-bf16 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("/home/qmed-intel/models/meta-llama/Meta-Llama-3-8B-Instruct") model = PeftModel.from_pretrained(base_model, "Qmed/llama_instruct_ipex-tcm-AMX-bf16")
How to use Qmed/llama_instruct_ipex-tcm-AMX-bf16 with llama.cpp:
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M # Run inference directly in the terminal: llama cli -hf Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M # Run inference directly in the terminal: llama cli -hf Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M
docker model run hf.co/Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M
How to use Qmed/llama_instruct_ipex-tcm-AMX-bf16 with Ollama:
ollama run hf.co/Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M
How to use Qmed/llama_instruct_ipex-tcm-AMX-bf16 with Docker Model Runner:
How to use Qmed/llama_instruct_ipex-tcm-AMX-bf16 with Lemonade:
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M
lemonade run user.llama_instruct_ipex-tcm-AMX-bf16-Q4_K_M
lemonade list
