Triangle104/Qwen3-30B-A3B-Instruct-2507-Q3_K_L-GGUF

This model was converted to GGUF format from Qwen/Qwen3-30B-A3B-Instruct-2507 using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

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We introduce the updated version of the Qwen3-30B-A3B non-thinking mode, named Qwen3-30B-A3B-Instruct-2507, featuring the following key enhancements:

• Significant improvements in general capabilities, including instruction following, logical reasoning, text comprehension, mathematics, science, coding and tool usage.
• Substantial gains in long-tail knowledge coverage across multiple languages.
• Markedly better alignment with user preferences in subjective and open-ended tasks, enabling more helpful responses and higher-quality text generation.
• Enhanced capabilities in 256K long-context understanding.

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Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo Triangle104/Qwen3-30B-A3B-Instruct-2507-Q3_K_L-GGUF --hf-file qwen3-30b-a3b-instruct-2507-q3_k_l.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo Triangle104/Qwen3-30B-A3B-Instruct-2507-Q3_K_L-GGUF --hf-file qwen3-30b-a3b-instruct-2507-q3_k_l.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo Triangle104/Qwen3-30B-A3B-Instruct-2507-Q3_K_L-GGUF --hf-file qwen3-30b-a3b-instruct-2507-q3_k_l.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo Triangle104/Qwen3-30B-A3B-Instruct-2507-Q3_K_L-GGUF --hf-file qwen3-30b-a3b-instruct-2507-q3_k_l.gguf -c 2048