How to use from
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 v102ss/Alice-Qwen3.6-35B-A3B-MTP-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf v102ss/Alice-Qwen3.6-35B-A3B-MTP-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 v102ss/Alice-Qwen3.6-35B-A3B-MTP-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf v102ss/Alice-Qwen3.6-35B-A3B-MTP-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 v102ss/Alice-Qwen3.6-35B-A3B-MTP-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf v102ss/Alice-Qwen3.6-35B-A3B-MTP-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 v102ss/Alice-Qwen3.6-35B-A3B-MTP-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf v102ss/Alice-Qwen3.6-35B-A3B-MTP-GGUF:Q4_K_M
Use Docker
docker model run hf.co/v102ss/Alice-Qwen3.6-35B-A3B-MTP-GGUF:Q4_K_M
Quick Links

Alice Qwen3.6 35B A3B MTP GGUF

Alice shell release for Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved-Q4_K_M.gguf.

This release patches only tokenizer.chat_template to add a shallow Alice identity and roleplay-oriented default behavior. Model tensors are unchanged.

Base repo: llmfan46/Qwen3.6-35B-A3B-uncensored-heretic-Native-MTP-Preserved-GGUF

Recommended llama.cpp flags for MTP smoke testing:

llama-server \
  -m Alice-Qwen3.6-35B-A3B-MTP-Q4_K_M.gguf \
  -c 8192 -ngl 99 -np 1 \
  --spec-type draft-mtp --spec-draft-n-max 2 \
  --reasoning off --jinja

Smoke result:

  • MTP initialized with draft-mtp.
  • Identity prompts anchor as Alice.
  • Companion prompt generated normally.
  • Example MTP acceptance: 41 accepted / 114 generated draft tokens on a short Chinese companion prompt.

Notes:

  • Keep np=1 for first tests.
  • Test text-only first; do not attach mmproj until text generation is stable.
  • If the runtime does not expose MTP, the model should still run as a normal GGUF.
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Model size
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Architecture
qwen35moe
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