LocalFit

Ling-3.0-flash-VL

inclusionAI/Ling-3.0-flash-VL

Released2026-09-09Size124B · 5.5B activeLicensemitAA rank#26 of 75

Files and memory at 8K context

QuantFileFiles+ KV + runtimeSmallest fitSource
Q4_K_M
bartowski/Ling-3.0-flash-VL-GGUF
73.26 GiB2unknown80 GB GPU (cache unknown)HF files
Q5_K_M
bartowski/Ling-3.0-flash-VL-GGUF
89.30 GiB3unknown96 GB GPU (cache unknown)HF files
Q8_0
bartowski/Ling-3.0-flash-VL-GGUF
123 GiB4unknown128 GB GPU (cache unknown)HF files
BF16
bartowski/Ling-3.0-flash-VL-GGUF
232 GiB7unknownover 192 GB GPUHF files

No verified file: FP16, MLX 4-bit, MLX 8-bit. Sizes are exact file bytes (text weights; projectors listed separately). “+” = recurrent state or other terms unknown. Smallest fit adds 0.5 GiB spare; Macs use 75% of memory.

Quality

Artificial Analysis Intelligence Index

24.6

Variant: Ling-3.0-flash-VL · observed 2026-10-17 · source

Rank #26 of 75 researched 2026 models.

Arena text rating

Unknown

Scores describe the evaluated hosted variant, not each quantized file. AA and Arena are never averaged.

Reported speeds 0

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