lemonade

🍋 Lemonade Server Models

This document provides the models we recommend for use with Lemonade Server. Click on any model to learn more details about it, such as the Lemonade Recipe used to load the model.

Naming Convention

The format of each Lemonade name is a combination of the name in the base checkpoint and the backend where the model will run. So, if the base checkpoint is meta-llama/Llama-3.2-1B-Instruct, and it has been optimized to run on Hybrid, the resulting name is Llama-3.2-3B-Instruct-Hybrid.

Model Storage and Management

Lemonade Server relies on Hugging Face Hub to manage downloading and storing models on your system. By default, Hugging Face Hub downloads models to C:\Users\YOUR_USERNAME\.cache\huggingface\hub.

For example, the Lemonade Server Llama-3.2-3B-Instruct-Hybrid model will end up at C:\Users\YOUR_USERNAME\.cache\huggingface\hub\models--amd--Llama-3.2-1B-Instruct-awq-g128-int4-asym-fp16-onnx-hybrid. If you want to uninstall that model, simply delete that folder.

You can change the directory for Hugging Face Hub by setting the HF_HOME or HF_HUB_CACHE environment variables.

Installing Additional Models

Once you’ve installed Lemonade Server, you can install any model on this list using the pull command in the lemonade-server CLI.

Example:

lemonade-server pull Qwen2.5-0.5B-Instruct-CPU

Note: lemonade-server is a utility that is added to your PATH when you install Lemonade Server with the GUI installer. If you are using Lemonade Server from a Python environment, use the lemonade-server-dev pull command instead.

Supported Models

Hybrid

Llama-3.2-1B-Instruct-Hybrid

```bash lemonade-server pull Llama-3.2-1B-Instruct-Hybrid ```

Key	Value
Checkpoint	amd/Llama-3.2-1B-Instruct-awq-g128-int4-asym-fp16-onnx-hybrid
Recipe	oga-hybrid
Reasoning	False

Llama-3.2-3B-Instruct-Hybrid

```bash lemonade-server pull Llama-3.2-3B-Instruct-Hybrid ```

Key	Value
Checkpoint	amd/Llama-3.2-3B-Instruct-awq-g128-int4-asym-fp16-onnx-hybrid
Recipe	oga-hybrid
Reasoning	False

Phi-3-Mini-Instruct-Hybrid

```bash lemonade-server pull Phi-3-Mini-Instruct-Hybrid ```

Key	Value
Checkpoint	amd/Phi-3-mini-4k-instruct-awq-g128-int4-asym-fp16-onnx-hybrid
Recipe	oga-hybrid
Reasoning	False

Qwen-1.5-7B-Chat-Hybrid

```bash lemonade-server pull Qwen-1.5-7B-Chat-Hybrid ```

Key	Value
Checkpoint	amd/Qwen1.5-7B-Chat-awq-g128-int4-asym-fp16-onnx-hybrid
Recipe	oga-hybrid
Reasoning	False

DeepSeek-R1-Distill-Llama-8B-Hybrid

```bash lemonade-server pull DeepSeek-R1-Distill-Llama-8B-Hybrid ```

Key	Value
Checkpoint	amd/DeepSeek-R1-Distill-Llama-8B-awq-asym-uint4-g128-lmhead-onnx-hybrid
Recipe	oga-hybrid
Reasoning	True

DeepSeek-R1-Distill-Qwen-7B-Hybrid

```bash lemonade-server pull DeepSeek-R1-Distill-Qwen-7B-Hybrid ```

Key	Value
Checkpoint	amd/DeepSeek-R1-Distill-Qwen-7B-awq-asym-uint4-g128-lmhead-onnx-hybrid
Recipe	oga-hybrid
Reasoning	True

Mistral-7B-v0.3-Instruct-Hybrid

```bash lemonade-server pull Mistral-7B-v0.3-Instruct-Hybrid ```

Key	Value
Checkpoint	amd/Mistral-7B-Instruct-v0.3-awq-g128-int4-asym-fp16-onnx-hybrid
Recipe	oga-hybrid
Reasoning	False

Llama-3.1-8B-Instruct-Hybrid

```bash lemonade-server pull Llama-3.1-8B-Instruct-Hybrid ```

Key	Value
Checkpoint	amd/Llama-3.1-8B-Instruct-awq-asym-uint4-g128-lmhead-onnx-hybrid
Recipe	oga-hybrid
Reasoning	False

CPU

Qwen2.5-0.5B-Instruct-CPU

```bash lemonade-server pull Qwen2.5-0.5B-Instruct-CPU ```

Key	Value
Checkpoint	amd/Qwen2.5-0.5B-Instruct-quantized_int4-float16-cpu-onnx
Recipe	oga-cpu
Reasoning	False

Llama-3.2-1B-Instruct-CPU

```bash lemonade-server pull Llama-3.2-1B-Instruct-CPU ```

Key	Value
Checkpoint	amd/Llama-3.2-1B-Instruct-awq-uint4-float16-cpu-onnx
Recipe	oga-cpu
Reasoning	False

Llama-3.2-3B-Instruct-CPU

```bash lemonade-server pull Llama-3.2-3B-Instruct-CPU ```

Key	Value
Checkpoint	amd/Llama-3.2-3B-Instruct-awq-uint4-float16-cpu-onnx
Recipe	oga-cpu
Reasoning	False

Phi-3-Mini-Instruct-CPU

```bash lemonade-server pull Phi-3-Mini-Instruct-CPU ```

Key	Value
Checkpoint	amd/Phi-3-mini-4k-instruct_int4_float16_onnx_cpu
Recipe	oga-cpu
Reasoning	False

Qwen-1.5-7B-Chat-CPU

```bash lemonade-server pull Qwen-1.5-7B-Chat-CPU ```

Key	Value
Checkpoint	amd/Qwen1.5-7B-Chat_uint4_asym_g128_float16_onnx_cpu
Recipe	oga-cpu
Reasoning	False

DeepSeek-R1-Distill-Llama-8B-CPU

```bash lemonade-server pull DeepSeek-R1-Distill-Llama-8B-CPU ```

Key	Value
Checkpoint	amd/DeepSeek-R1-Distill-Llama-8B-awq-asym-uint4-g128-lmhead-onnx-cpu
Recipe	oga-cpu
Reasoning	True

DeepSeek-R1-Distill-Qwen-7B-CPU

```bash lemonade-server pull DeepSeek-R1-Distill-Qwen-7B-CPU ```

Key	Value
Checkpoint	amd/DeepSeek-R1-Distill-Llama-8B-awq-asym-uint4-g128-lmhead-onnx-cpu
Recipe	oga-cpu
Reasoning	True

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