Instructions to use second-state/Qwen3-30B-A3B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use second-state/Qwen3-30B-A3B-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 second-state/Qwen3-30B-A3B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf second-state/Qwen3-30B-A3B-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 second-state/Qwen3-30B-A3B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf second-state/Qwen3-30B-A3B-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 second-state/Qwen3-30B-A3B-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf second-state/Qwen3-30B-A3B-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 second-state/Qwen3-30B-A3B-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf second-state/Qwen3-30B-A3B-GGUF:Q4_K_M
Use Docker
docker model run hf.co/second-state/Qwen3-30B-A3B-GGUF:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use second-state/Qwen3-30B-A3B-GGUF with Ollama:
ollama run hf.co/second-state/Qwen3-30B-A3B-GGUF:Q4_K_M
- Unsloth Studio
How to use second-state/Qwen3-30B-A3B-GGUF with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for second-state/Qwen3-30B-A3B-GGUF to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for second-state/Qwen3-30B-A3B-GGUF to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for second-state/Qwen3-30B-A3B-GGUF to start chatting
- Pi
How to use second-state/Qwen3-30B-A3B-GGUF with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf second-state/Qwen3-30B-A3B-GGUF:Q4_K_M
Configure the model in Pi
# Install Pi: npm install -g @mariozechner/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "second-state/Qwen3-30B-A3B-GGUF:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent new
How to use second-state/Qwen3-30B-A3B-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 second-state/Qwen3-30B-A3B-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 second-state/Qwen3-30B-A3B-GGUF:Q4_K_M
Run Hermes
hermes
- Atomic Chat new
- OpenClaw new
How to use second-state/Qwen3-30B-A3B-GGUF with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf second-state/Qwen3-30B-A3B-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 "second-state/Qwen3-30B-A3B-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"
- Docker Model Runner
How to use second-state/Qwen3-30B-A3B-GGUF with Docker Model Runner:
docker model run hf.co/second-state/Qwen3-30B-A3B-GGUF:Q4_K_M
- Lemonade
How to use second-state/Qwen3-30B-A3B-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull second-state/Qwen3-30B-A3B-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.Qwen3-30B-A3B-GGUF-Q4_K_M
List all available models
lemonade list
Update models
Browse files- .gitattributes +15 -0
- Qwen3-30B-A3B-Q2_K.gguf +3 -0
- Qwen3-30B-A3B-Q3_K_L.gguf +3 -0
- Qwen3-30B-A3B-Q3_K_M.gguf +3 -0
- Qwen3-30B-A3B-Q3_K_S.gguf +3 -0
- Qwen3-30B-A3B-Q4_0.gguf +3 -0
- Qwen3-30B-A3B-Q4_K_M.gguf +3 -0
- Qwen3-30B-A3B-Q4_K_S.gguf +3 -0
- Qwen3-30B-A3B-Q5_0.gguf +3 -0
- Qwen3-30B-A3B-Q5_K_M.gguf +3 -0
- Qwen3-30B-A3B-Q5_K_S.gguf +3 -0
- Qwen3-30B-A3B-Q6_K.gguf +3 -0
- Qwen3-30B-A3B-Q8_0.gguf +3 -0
- Qwen3-30B-A3B-f16-00001-of-00003.gguf +3 -0
- Qwen3-30B-A3B-f16-00002-of-00003.gguf +3 -0
- Qwen3-30B-A3B-f16-00003-of-00003.gguf +3 -0
- config.json +38 -0
.gitattributes
CHANGED
|
@@ -33,3 +33,18 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
Qwen3-30B-A3B-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
|
| 37 |
+
Qwen3-30B-A3B-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
|
| 38 |
+
Qwen3-30B-A3B-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 39 |
+
Qwen3-30B-A3B-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
|
| 40 |
+
Qwen3-30B-A3B-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
|
| 41 |
+
Qwen3-30B-A3B-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 42 |
+
Qwen3-30B-A3B-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
|
| 43 |
+
Qwen3-30B-A3B-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
|
| 44 |
+
Qwen3-30B-A3B-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 45 |
+
Qwen3-30B-A3B-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
|
| 46 |
+
Qwen3-30B-A3B-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
|
| 47 |
+
Qwen3-30B-A3B-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
|
| 48 |
+
Qwen3-30B-A3B-f16-00001-of-00003.gguf filter=lfs diff=lfs merge=lfs -text
|
| 49 |
+
Qwen3-30B-A3B-f16-00002-of-00003.gguf filter=lfs diff=lfs merge=lfs -text
|
| 50 |
+
Qwen3-30B-A3B-f16-00003-of-00003.gguf filter=lfs diff=lfs merge=lfs -text
|
Qwen3-30B-A3B-Q2_K.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f5504ab72182288f7d794aeb9647647496754c0a777c3eb5faf4045f3b8b2bfb
|
| 3 |
+
size 11258609568
|
Qwen3-30B-A3B-Q3_K_L.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e2f1592c6a0e54dbf98dc2f0876cd75b006010e954abb0bfd54f5ef6490164df
|
| 3 |
+
size 15900669856
|
Qwen3-30B-A3B-Q3_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c4bf314a2505fbc78637a83e87fed061964ef79b3bcc508a8d4d1f23dc9e46df
|
| 3 |
+
size 14711846816
|
Qwen3-30B-A3B-Q3_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e4b689267ba923035bf51be1381a610a5349f6f72962be20f56934d534882326
|
| 3 |
+
size 13292468128
|
Qwen3-30B-A3B-Q4_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f2cc7707c7fba2fe2cbc4d74dec0aefeffcf163cf9ac8c8f08d7fcf9644ac260
|
| 3 |
+
size 17304489888
|
Qwen3-30B-A3B-Q4_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c2dcb989171190cb65ca4b2663fd3d17c6b17fa074e8c3e712bbb0c8b67bef9b
|
| 3 |
+
size 18556686240
|
Qwen3-30B-A3B-Q4_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5bfa4cad6dc1fcd79d58de0d0443c8c759cc7bb4d6176fb0b7c780f45d7b793a
|
| 3 |
+
size 17456009120
|
Qwen3-30B-A3B-Q5_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1b47c6609f4ca8f08ed4ae3e0a4f00fb41c720c1a9cba1af60490d8eabc1fba6
|
| 3 |
+
size 21080510368
|
Qwen3-30B-A3B-Q5_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e664ed4aa9f79e7160cdf09eeb0f4d18d19aa5faec03cb5495747aec35814b9e
|
| 3 |
+
size 21725581216
|
Qwen3-30B-A3B-Q5_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cf5dbeadb910b95f14ebe3e93ebc1e7c2315a5f1738a86a4174101d320d08de1
|
| 3 |
+
size 21080510368
|
Qwen3-30B-A3B-Q6_K.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f0d7f357d25782b6faba0d64bc7912942e7360c4c346ca7e1fb0cbf40fb0fef9
|
| 3 |
+
size 25092532128
|
Qwen3-30B-A3B-Q8_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f804d1c2d37e5c7929bd3541428a471d69a84aa5023d1a7a47fd5941c34475df
|
| 3 |
+
size 32483932064
|
Qwen3-30B-A3B-f16-00001-of-00003.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5d81c3fdfabe25eef69f831a11a14c61b1ab1fc95fd83a7333f76a210345f656
|
| 3 |
+
size 29706750496
|
Qwen3-30B-A3B-f16-00002-of-00003.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3fd1799712bc147cea24e82f8670d85e425b1ae6e8406c87a26867f14b3787f3
|
| 3 |
+
size 29558738080
|
Qwen3-30B-A3B-f16-00003-of-00003.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6011ea3b4306a739a5b56208ed4d929a324bd7cce3db80c3cbee1404a60dc48e
|
| 3 |
+
size 1830314528
|
config.json
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"Qwen3MoeForCausalLM"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": 151643,
|
| 8 |
+
"decoder_sparse_step": 1,
|
| 9 |
+
"eos_token_id": 151645,
|
| 10 |
+
"head_dim": 128,
|
| 11 |
+
"hidden_act": "silu",
|
| 12 |
+
"hidden_size": 2048,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 6144,
|
| 15 |
+
"max_position_embeddings": 40960,
|
| 16 |
+
"max_window_layers": 48,
|
| 17 |
+
"mlp_only_layers": [],
|
| 18 |
+
"model_type": "qwen3_moe",
|
| 19 |
+
"moe_intermediate_size": 768,
|
| 20 |
+
"norm_topk_prob": true,
|
| 21 |
+
"num_attention_heads": 32,
|
| 22 |
+
"num_experts": 128,
|
| 23 |
+
"num_experts_per_tok": 8,
|
| 24 |
+
"num_hidden_layers": 48,
|
| 25 |
+
"num_key_value_heads": 4,
|
| 26 |
+
"output_router_logits": false,
|
| 27 |
+
"rms_norm_eps": 1e-06,
|
| 28 |
+
"rope_scaling": null,
|
| 29 |
+
"rope_theta": 1000000.0,
|
| 30 |
+
"router_aux_loss_coef": 0.001,
|
| 31 |
+
"sliding_window": null,
|
| 32 |
+
"tie_word_embeddings": false,
|
| 33 |
+
"torch_dtype": "bfloat16",
|
| 34 |
+
"transformers_version": "4.51.0",
|
| 35 |
+
"use_cache": true,
|
| 36 |
+
"use_sliding_window": false,
|
| 37 |
+
"vocab_size": 151936
|
| 38 |
+
}
|