Instructions to use Qmed/llama_instruct_ipex-tcm-AMX-bf16 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

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")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use Qmed/llama_instruct_ipex-tcm-AMX-bf16 with llama.cpp:

Install (macOS, Linux)

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

Install from WinGet (Windows)

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

Use pre-built binary

# 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

Build from source code

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

Use Docker

docker model run hf.co/Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M

LM Studio
Jan
Ollama
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
```
Unsloth Desktop
Docker Model Runner
How to use Qmed/llama_instruct_ipex-tcm-AMX-bf16 with Docker Model Runner:
```
docker model run hf.co/Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M
```

Lemonade

How to use Qmed/llama_instruct_ipex-tcm-AMX-bf16 with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull Qmed/llama_instruct_ipex-tcm-AMX-bf16:Q4_K_M

Run and chat with the model

lemonade run user.llama_instruct_ipex-tcm-AMX-bf16-Q4_K_M

List all available models

lemonade list

Atomic Chat

Upload folder using huggingface_hub

by Shamus - opened Jun 12, 2024

base: refs/heads/main

←

from: refs/pr/2

Discussion Files changed

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-0

Shamus

Qmed org Jun 12, 2024

•

edited Jun 12, 2024

Upload folder using huggingface_hub

Multi commit ID: c5f98981fd281accb866a48114b3257816af0bb1699dd79378a42eb93cead1ad

Scheduled commits:

Upload 11 file(s) totalling 512.8M (ac3357a692f93604981e84b8dc797c063c9722a41a3667ce542b95cf3d9f5e19)

This is a PR opened using the huggingface_hub library in the context of a multi-commit. PR can be commented as a usual PR. However, please be aware that manually updating the PR description, changing the PR status, or pushing new commits, is not recommended as it might corrupt the commit process. Learn more about multi-commits in this guide.

ac3357a692f93604981e84b8dc797c063c9722a41a3667ce542b95cf3d9f5e19a89a3519

Shamus changed pull request title from [WIP] Upload folder using huggingface_hub (multi-commit c5f98981fd281accb866a48114b3257816af0bb1699dd79378a42eb93cead1ad) to Upload folder using huggingface_hub Jun 12, 2024

Shamus

Qmed org Jun 12, 2024

Multi-commit is now completed! You can ping the repo owner to review the changes. This PR can now be commented or modified without risking to corrupt it.

This is a comment posted using the huggingface_hub library in the context of a multi-commit. Learn more about multi-commits in this guide.

Shamus changed pull request status to open Jun 12, 2024

Shamus

Qmed org Jun 12, 2024

create_pr=False has been passed so PR is automatically merged.

This is a comment posted using the huggingface_hub library in the context of a multi-commit. Learn more about multi-commits in this guide.

Shamus changed pull request status to merged Jun 12, 2024

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