Qwen3-4b-Z-Image-Engineer-V4
Where it runs 8K context · ≥ 5 t/s floor
| Setup | Best plan | Memory | Generate |
|---|---|---|---|
| 8 GB GPU + 32 GB RAM | Q8_0llama.cpp CUDAFull GPU | KV unknown | Unknown |
| 12 GB GPU + 32 GB RAM | FP16llama.cpp CUDAFull GPU | KV unknown | Unknown |
| 16 GB GPU + 64 GB RAM | FP16llama.cpp CUDAFull GPU | KV unknown | Unknown |
| 24 GB GPU + 64 GB RAM | FP16llama.cpp CUDAFull GPU | KV unknown | Unknown |
| 32 GB GPU + 128 GB RAM | FP16llama.cpp CUDAFull GPU | KV unknown | Unknown |
| 2× 24 GB GPUs + 128 GB RAM | FP16llama.cpp CUDAFull GPU | KV unknown | Unknown |
| 96 GB workstation GPU + 256 GB RAM | FP16llama.cpp CUDAFull GPU | KV unknown | Unknown |
| Mac, 24 GB | FP16llama.cpp MetalUnified memory | KV unknown | Unknown |
| Mac, 48 GB | FP16llama.cpp MetalUnified memory | KV unknown | Unknown |
| Mac, 128 GB | FP16llama.cpp MetalUnified memory | KV unknown | Unknown |
| Mac, 512 GB | FP16llama.cpp MetalUnified memory | KV unknown | Unknown |
| DGX Spark 128 GB | FP16llama.cpp CUDAUnified memory | KV unknown | Unknown |
| Ryzen AI Max+ 395, 128 GB | FP16llama.cpp VulkanUnified memory | KV unknown | Unknown |
| CPU only, 64 GB DDR5-5600 dual channel | FP16llama.cpp CPUCPU only | KV unknown | Unknown |
Same plan engine as the planner, with its default reserves and RAM. How plans are chosen.
Files exact Hugging Face bytes
| Artifact | Size | Files | Revision | Source |
|---|---|---|---|---|
| FP16 BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 7.50 GiB | 1 | d5e8c88172 | HF files |
| Q8_0 BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 3.99 GiB | 1 | d5e8c88172 | HF files |
| Q5_K_M BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 2.69 GiB | 1 | d5e8c88172 | HF files |
| Q4_K_M BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 2.33 GiB | 1 | d5e8c88172 | HF files |
| Qwen3-4b-Z-Image-Engineer-V4-F16 native GGUF option BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 7.50 GiB | 1 | d5e8c88172 | HF files |
| Qwen3-4b-Z-Image-Engineer-V4-Q2_K native GGUF option BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 1.55 GiB | 1 | d5e8c88172 | HF files |
| Qwen3-4b-Z-Image-Engineer-V4-Q3_K_L native GGUF option BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 2.09 GiB | 1 | d5e8c88172 | HF files |
| Qwen3-4b-Z-Image-Engineer-V4-Q3_K_M native GGUF option BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 1.93 GiB | 1 | d5e8c88172 | HF files |
| Qwen3-4b-Z-Image-Engineer-V4-Q4_K_M native GGUF option BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 2.33 GiB | 1 | d5e8c88172 | HF files |
| Qwen3-4b-Z-Image-Engineer-V4-Q4_K_S native GGUF option BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 2.22 GiB | 1 | d5e8c88172 | HF files |
| Qwen3-4b-Z-Image-Engineer-V4-Q5_K_M native GGUF option BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 2.69 GiB | 1 | d5e8c88172 | HF files |
| Qwen3-4b-Z-Image-Engineer-V4-Q5_K_S native GGUF option BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 2.63 GiB | 1 | d5e8c88172 | HF files |
| Qwen3-4b-Z-Image-Engineer-V4-Q6_K native GGUF option BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 3.08 GiB | 1 | d5e8c88172 | HF files |
| Qwen3-4b-Z-Image-Engineer-V4-Q8_0 native GGUF option BennyDaBall/Qwen3-4b-Z-Image-Engineer-V4 | 3.99 GiB | 1 | d5e8c88172 | HF files |
Not found in the representative quant search (not proven unavailable): MLX 8-bit, MLX 4-bit, EXL3, AWQ, GPTQ. Complete selected file sets; projectors, MTP/draft and lookup files are listed separately and budgeted only by plans that use them. File bytes are not allocated memory.
Quality
No Artificial Analysis evaluation mapped to this checkpoint.
Arena text rating
Unknown
Publisher-reported benchmarks
None extracted from the model card.
AA and Arena describe the hosted model in the stated mode, not each quantized file; scores are never inherited by base, pruned, abliterated or quantized variants and never averaged together.
How to run it
No model-specific recipe in the research. The planner binds the backend’s documented command template (llama.cpp, Ollama, LM Studio, MLX, vLLM) to your plan: open a plan’s details.
Recipes are source examples (settings are the publisher’s or author’s, not measured optima) and were not executed by LocalFit. A downloadable file does not prove your backend build supports the architecture.
Reported speeds 0
No reported measurement yet. Submit one.