Qwen3-2507-4B-Instruct-Haiku-4.5-Merged-FP16-Q6_K-GGUF/README.md

license, base_model, library_name, pipeline_tag, tags, datasets, language

license	base_model	library_name	pipeline_tag	tags	datasets	language
apache-2.0	Tralalabs/Qwen3-2507-4B-Instruct-Haiku-4.5-Merged-FP16	transformers	text-generation	qwen3 qwen qwen3-4b merged lora fp16 no-4bit transformers text-generation instruction-tuned llama-cpp gguf-my-repo	TeichAI/claude-haiku-4.5-1700x	en

Tralalabs/Qwen3-2507-4B-Instruct-Haiku-4.5-Merged-FP16-Q6_K-GGUF

This model was converted to GGUF format from Tralalabs/Qwen3-2507-4B-Instruct-Haiku-4.5-Merged-FP16 using llama.cpp via the ggml.ai's GGUF-my-repo space. Refer to the original model card for more details on the model.

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 Tralalabs/Qwen3-2507-4B-Instruct-Haiku-4.5-Merged-FP16-Q6_K-GGUF --hf-file qwen3-2507-4b-instruct-haiku-4.5-merged-fp16-q6_k.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo Tralalabs/Qwen3-2507-4B-Instruct-Haiku-4.5-Merged-FP16-Q6_K-GGUF --hf-file qwen3-2507-4b-instruct-haiku-4.5-merged-fp16-q6_k.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 Tralalabs/Qwen3-2507-4B-Instruct-Haiku-4.5-Merged-FP16-Q6_K-GGUF --hf-file qwen3-2507-4b-instruct-haiku-4.5-merged-fp16-q6_k.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo Tralalabs/Qwen3-2507-4B-Instruct-Haiku-4.5-Merged-FP16-Q6_K-GGUF --hf-file qwen3-2507-4b-instruct-haiku-4.5-merged-fp16-q6_k.gguf -c 2048