LocalFit

Jais-3-MoVA-36B-A4B

inception42/Jais-3-MoVA-36B-A4B

Released2026-10-15Size37B tensors · MoERoleAssistantLicenseapache-2.0Context512K config max

Where it runs 8K context · ≥ 5 t/s floor

SetupBest planMemoryGenerate
8 GB GPU + 32 GB RAMQ5_K_Mllama.cpp CUDAGPU + CPU layers · 11/48 layers on GPUFitsUnknown
12 GB GPU + 32 GB RAMQ5_K_Mllama.cpp CUDAGPU + CPU layers · 19/48 layers on GPUFitsUnknown
16 GB GPU + 64 GB RAMQ8_0llama.cpp CUDAGPU + CPU layers · 18/48 layers on GPUFitsUnknown
24 GB GPU + 64 GB RAMQ4_K_Mllama.cpp CUDAFull GPUFitsUnknown
32 GB GPU + 128 GB RAMQ5_K_Mllama.cpp CUDAFull GPUFitsUnknown
2× 24 GB GPUs + 128 GB RAMQ8_0llama.cpp CUDALayer split across GPUsFitsUnknown
96 GB workstation GPU + 256 GB RAMQ8_0llama.cpp CUDAFull GPUFitsUnknown
Mac, 24 GBDoes not fit
Mac, 48 GBQ5_K_Mllama.cpp MetalUnified memoryFitsUnknown
Mac, 128 GBQ8_0llama.cpp MetalUnified memoryFitsUnknown
Mac, 512 GBQ8_0llama.cpp MetalUnified memoryFitsUnknown
DGX Spark 128 GBQ8_0llama.cpp CUDAUnified memoryFitsUnknown
Ryzen AI Max+ 395, 128 GBQ8_0llama.cpp VulkanUnified memoryFitsUnknown
CPU only, 64 GB DDR5-5600 dual channelQ8_0llama.cpp CPUCPU onlyFitsUnknown

Same plan engine as the planner, with its default reserves and RAM. How plans are chosen.

Files exact Hugging Face bytes

ArtifactSizeFilesRevisionSource
Q8_0
IFM/Jais-3-MoVA-36B-A4B-GGUF
37.10 GiB18b2c5ab2feHF files
Q5_K_M
IFM/Jais-3-MoVA-36B-A4B-GGUF
24.62 GiB18b2c5ab2feHF files
Q4_K_M
IFM/Jais-3-MoVA-36B-A4B-GGUF
20.83 GiB18b2c5ab2feHF files
MLX 8-bit 8-bit
IFM/Jais-3-MoVA-36B-A4B-MLX-8bit
37.07 GiB82a33214252HF files
MLX 4-bit 4-bit
IFM/Jais-3-MoVA-36B-A4B-MLX-4bit
24.59 GiB503a84009d9HF files
Native safetensors F32
inception42/Jais-3-MoVA-36B-A4B
139 GiB3c7690a5ce5HF files

Not found in the representative quant search (not proven unavailable): GGUF FP16, 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.