Instructions to use hellmans/Qwen3-8B-Uncensor-v2-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use hellmans/Qwen3-8B-Uncensor-v2-GGUF with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("hellmans/Qwen3-8B-Uncensor-v2-GGUF", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use hellmans/Qwen3-8B-Uncensor-v2-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 hellmans/Qwen3-8B-Uncensor-v2-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf hellmans/Qwen3-8B-Uncensor-v2-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 hellmans/Qwen3-8B-Uncensor-v2-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf hellmans/Qwen3-8B-Uncensor-v2-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 hellmans/Qwen3-8B-Uncensor-v2-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf hellmans/Qwen3-8B-Uncensor-v2-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 hellmans/Qwen3-8B-Uncensor-v2-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf hellmans/Qwen3-8B-Uncensor-v2-GGUF:Q4_K_M
Use Docker
docker model run hf.co/hellmans/Qwen3-8B-Uncensor-v2-GGUF:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use hellmans/Qwen3-8B-Uncensor-v2-GGUF with Ollama:
ollama run hf.co/hellmans/Qwen3-8B-Uncensor-v2-GGUF:Q4_K_M
- Unsloth Desktop
- Pi
How to use hellmans/Qwen3-8B-Uncensor-v2-GGUF with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf hellmans/Qwen3-8B-Uncensor-v2-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": "hellmans/Qwen3-8B-Uncensor-v2-GGUF:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use hellmans/Qwen3-8B-Uncensor-v2-GGUF with Docker Model Runner:
docker model run hf.co/hellmans/Qwen3-8B-Uncensor-v2-GGUF:Q4_K_M
- Lemonade
How to use hellmans/Qwen3-8B-Uncensor-v2-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull hellmans/Qwen3-8B-Uncensor-v2-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.Qwen3-8B-Uncensor-v2-GGUF-Q4_K_M
List all available models
lemonade list
- Hermes Agent
How to use hellmans/Qwen3-8B-Uncensor-v2-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 hellmans/Qwen3-8B-Uncensor-v2-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 hellmans/Qwen3-8B-Uncensor-v2-GGUF:Q4_K_M
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use hellmans/Qwen3-8B-Uncensor-v2-GGUF with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf hellmans/Qwen3-8B-Uncensor-v2-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 "hellmans/Qwen3-8B-Uncensor-v2-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"
Commit ·
2ca5e91
0
Parent(s):
Duplicate from mradermacher/Qwen3-8B-Uncensor-v2-GGUF
Browse filesCo-authored-by: team mradermacher <mradermacher@users.noreply.huggingface.co>
- .gitattributes +47 -0
- Qwen3-8B-Uncensor-v2.IQ4_XS.gguf +3 -0
- Qwen3-8B-Uncensor-v2.Q2_K.gguf +3 -0
- Qwen3-8B-Uncensor-v2.Q3_K_L.gguf +3 -0
- Qwen3-8B-Uncensor-v2.Q3_K_M.gguf +3 -0
- Qwen3-8B-Uncensor-v2.Q3_K_S.gguf +3 -0
- Qwen3-8B-Uncensor-v2.Q4_K_M.gguf +3 -0
- Qwen3-8B-Uncensor-v2.Q4_K_S.gguf +3 -0
- Qwen3-8B-Uncensor-v2.Q5_K_M.gguf +3 -0
- Qwen3-8B-Uncensor-v2.Q5_K_S.gguf +3 -0
- Qwen3-8B-Uncensor-v2.Q6_K.gguf +3 -0
- Qwen3-8B-Uncensor-v2.Q8_0.gguf +3 -0
- Qwen3-8B-Uncensor-v2.f16.gguf +3 -0
- README.md +69 -0
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---
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base_model: braindao/Qwen3-8B-Uncensored
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language:
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- en
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library_name: transformers
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mradermacher:
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readme_rev: 1
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quantized_by: mradermacher
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tags: []
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---
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## About
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<!-- ### quantize_version: 2 -->
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<!-- ### output_tensor_quantised: 1 -->
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<!-- ### convert_type: hf -->
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<!-- ### vocab_type: -->
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<!-- ### tags: -->
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static quants of https://huggingface.co/braindao/Qwen3-8B-Uncensored
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<!-- provided-files -->
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***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-8B-Uncensor-v2-GGUF).***
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weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen3-8B-Uncensor-v2-i1-GGUF
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## Usage
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| 26 |
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If you are unsure how to use GGUF files, refer to one of [TheBloke's
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READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
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more details, including on how to concatenate multi-part files.
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## Provided Quants
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(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
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| Link | Type | Size/GB | Notes |
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|:-----|:-----|--------:|:------|
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| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Uncensor-v2-GGUF/resolve/main/Qwen3-8B-Uncensor-v2.Q2_K.gguf) | Q2_K | 3.4 | |
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| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Uncensor-v2-GGUF/resolve/main/Qwen3-8B-Uncensor-v2.Q3_K_S.gguf) | Q3_K_S | 3.9 | |
|
| 39 |
+
| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Uncensor-v2-GGUF/resolve/main/Qwen3-8B-Uncensor-v2.Q3_K_M.gguf) | Q3_K_M | 4.2 | lower quality |
|
| 40 |
+
| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Uncensor-v2-GGUF/resolve/main/Qwen3-8B-Uncensor-v2.Q3_K_L.gguf) | Q3_K_L | 4.5 | |
|
| 41 |
+
| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Uncensor-v2-GGUF/resolve/main/Qwen3-8B-Uncensor-v2.IQ4_XS.gguf) | IQ4_XS | 4.7 | |
|
| 42 |
+
| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Uncensor-v2-GGUF/resolve/main/Qwen3-8B-Uncensor-v2.Q4_K_S.gguf) | Q4_K_S | 4.9 | fast, recommended |
|
| 43 |
+
| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Uncensor-v2-GGUF/resolve/main/Qwen3-8B-Uncensor-v2.Q4_K_M.gguf) | Q4_K_M | 5.1 | fast, recommended |
|
| 44 |
+
| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Uncensor-v2-GGUF/resolve/main/Qwen3-8B-Uncensor-v2.Q5_K_S.gguf) | Q5_K_S | 5.8 | |
|
| 45 |
+
| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Uncensor-v2-GGUF/resolve/main/Qwen3-8B-Uncensor-v2.Q5_K_M.gguf) | Q5_K_M | 6.0 | |
|
| 46 |
+
| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Uncensor-v2-GGUF/resolve/main/Qwen3-8B-Uncensor-v2.Q6_K.gguf) | Q6_K | 6.8 | very good quality |
|
| 47 |
+
| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Uncensor-v2-GGUF/resolve/main/Qwen3-8B-Uncensor-v2.Q8_0.gguf) | Q8_0 | 8.8 | fast, best quality |
|
| 48 |
+
| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Uncensor-v2-GGUF/resolve/main/Qwen3-8B-Uncensor-v2.f16.gguf) | f16 | 16.5 | 16 bpw, overkill |
|
| 49 |
+
|
| 50 |
+
Here is a handy graph by ikawrakow comparing some lower-quality quant
|
| 51 |
+
types (lower is better):
|
| 52 |
+
|
| 53 |
+

|
| 54 |
+
|
| 55 |
+
And here are Artefact2's thoughts on the matter:
|
| 56 |
+
https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
|
| 57 |
+
|
| 58 |
+
## FAQ / Model Request
|
| 59 |
+
|
| 60 |
+
See https://huggingface.co/mradermacher/model_requests for some answers to
|
| 61 |
+
questions you might have and/or if you want some other model quantized.
|
| 62 |
+
|
| 63 |
+
## Thanks
|
| 64 |
+
|
| 65 |
+
I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
|
| 66 |
+
me use its servers and providing upgrades to my workstation to enable
|
| 67 |
+
this work in my free time.
|
| 68 |
+
|
| 69 |
+
<!-- end -->
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