Instructions to use mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF 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 mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF: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 mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF: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 mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M

Use Docker

docker model run hf.co/mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF with Ollama:
```
ollama run hf.co/mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M
```
Unsloth Desktop

How to use mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M

Configure the model in Pi

# Install Pi:
npm install -g @earendil-works/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF with Docker Model Runner:
```
docker model run hf.co/mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M
```

Lemonade

How to use mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Qwen2.5-0.5b-Test-ft-i1-GGUF-Q4_K_M

List all available models

lemonade list

Hermes Agent

How to use mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M

Configure OpenClaw

# Install OpenClaw:
npm install -g openclaw@latest
# Register the local server and set it as the default model:
openclaw onboard --non-interactive --mode local \
  --auth-choice custom-api-key \
  --custom-base-url http://127.0.0.1:8080/v1 \
  --custom-model-id "mradermacher/Qwen2.5-0.5b-Test-ft-i1-GGUF:Q4_K_M" \
  --custom-provider-id llama-cpp \
  --custom-compatibility openai \
  --custom-text-input \
  --accept-risk \
  --skip-health

Run OpenClaw

openclaw agent --local --agent main --message "Hello from Hugging Face"

mradermacher commited on Feb 24, 2025

Commit

f5ae1b9

verified ·

1 Parent(s): 5f1fd0a

uploaded from rain

Browse files

Files changed (25) hide show

.gitattributes +24 -0
Qwen2.5-0.5b-Test-ft.i1-IQ1_M.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-IQ1_S.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-IQ2_M.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-IQ2_S.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-IQ2_XS.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-IQ2_XXS.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-IQ3_M.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-IQ3_S.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-IQ3_XS.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-IQ3_XXS.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-IQ4_NL.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-IQ4_XS.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-Q2_K.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-Q2_K_S.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-Q3_K_L.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-Q3_K_M.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-Q3_K_S.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-Q4_0.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-Q4_1.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-Q4_K_M.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-Q4_K_S.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-Q5_K_M.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-Q5_K_S.gguf +3 -0
Qwen2.5-0.5b-Test-ft.i1-Q6_K.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,27 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Qwen2.5-0.5b-Test-ft.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

Qwen2.5-0.5b-Test-ft.i1-IQ1_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:df6b742c3a45eacd9e3b8403758b46900ab4d5309aa224e62ce572545355b1de
+size 317975008

Qwen2.5-0.5b-Test-ft.i1-IQ1_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:26902ae3b81e42e2a434ac2763911e8b8005a69fee7d6d55a2efbcbc36169e87
+size 315829984

Qwen2.5-0.5b-Test-ft.i1-IQ2_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:0f4d46387fe8cf3b61ae28cf360fe4ef50271953445a97b30d3f8218a31d63aa
+size 328597984

Qwen2.5-0.5b-Test-ft.i1-IQ2_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:4f417db57161fdc8f02a8a9b35e39e51a5ccf8bccec9a2179dde3efda50902b4
+size 325737952

Qwen2.5-0.5b-Test-ft.i1-IQ2_XS.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:b69c3bb8a0ed6d514830a7c57c2f8c437994e22408c6dc41a39eb4a68e930b5c
+size 324410080

Qwen2.5-0.5b-Test-ft.i1-IQ2_XXS.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:95714cc1bdfcdce47b2482c525a0dd32b8685f162b877793ff5c43ebe9c91ced
+size 321550048

Qwen2.5-0.5b-Test-ft.i1-IQ3_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:35f98ef1f6d6f194891e5788504ee40959e111ebffd5c30e6734a5a58adf14dd
+size 342752992

Qwen2.5-0.5b-Test-ft.i1-IQ3_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:dfa9e7ace9aaacb3cd68fa02afb99221d3a95838a3d78846694051535c46a5f9
+size 338608096

Qwen2.5-0.5b-Test-ft.i1-IQ3_XS.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:43ee2ebd9252fcf6778a86f06cd10dd2f2c4475ba867ef44ce7766450496c46a
+size 338608096

Qwen2.5-0.5b-Test-ft.i1-IQ3_XXS.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:b941f8c785542f2476d17a85e098f0b666132c3345e4c260375e67b722a8ee29
+size 333705184

Qwen2.5-0.5b-Test-ft.i1-IQ4_NL.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:1a428cfd4bf6a29ed05a4dd0bd6c78f73909e69e1c458a2f3fbecf66de849a42
+size 352671712

Qwen2.5-0.5b-Test-ft.i1-IQ4_XS.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:dd467e642e54d302ca111ee500b35384c6fe46e3d8c76fa253dc41713ebd3bdd
+size 349403104

Qwen2.5-0.5b-Test-ft.i1-Q2_K.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:c4b3bbd1714423283749b7520a26e55e904c2873b3ff32b8b8ee68d5f98d654e
+size 338608096

Qwen2.5-0.5b-Test-ft.i1-Q2_K_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:8c47d0dcb9ca62937d769fc2f2c79033c72cb27b92dfa31b9ea2c8ba3b98f509
+size 331049440

Qwen2.5-0.5b-Test-ft.i1-Q3_K_L.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:da2f270e3fe0183195a275cd0fd159497c9350a89031c161dcdad16952641cfb
+size 369358816

Qwen2.5-0.5b-Test-ft.i1-Q3_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:9d9b73a41aed2f8eebea0fa93b7bd4220eca0fb24bb804ef90b6b02f9c3615c3
+size 355467232

Qwen2.5-0.5b-Test-ft.i1-Q3_K_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:a225a8f82784b87b8bd6698452e4c821e8cf2c07708548d7e5851ed2b07aa9b0
+size 338264032

Qwen2.5-0.5b-Test-ft.i1-Q4_0.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:e1e7f35663ff2330f913a4bba64d645374c6eb190c25880ee126258b72238af2
+size 352972768

Qwen2.5-0.5b-Test-ft.i1-Q4_1.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:0332bb9424221bacaf8eedd6c572a95dd35a4307991437639a48fc60e8f9f893
+size 374519776

Qwen2.5-0.5b-Test-ft.i1-Q4_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:7f98367fce0ec82899477b48f5074d9085683998306afcba18a6c7682460e988
+size 397808608

Qwen2.5-0.5b-Test-ft.i1-Q4_K_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:cf70438adf62882821d9351d85521e07c9a68c952ff3f4eb558b13d78eb07639
+size 385472480

Qwen2.5-0.5b-Test-ft.i1-Q5_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:0d5765ea6650b3719310d53723fa6400eb60a0e548f83e31612acf9afbaf2f90
+size 420086752

Qwen2.5-0.5b-Test-ft.i1-Q5_K_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:a0613542f7209b7e35a58f6dff64c63a776eb40df2ee3c7297dd6325941dfe55
+size 412710880

Qwen2.5-0.5b-Test-ft.i1-Q6_K.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:bc95b5258c7d168a9e6dfda1be584f62e34ec78191b2e99721d733264b5223aa
+size 505737184