Ling 3.1 Flash
Files and memory at 8K context
| Quant | File | Files | + KV + runtime | Smallest fit | Source |
|---|---|---|---|---|---|
| Q4_K_M bartowski/Ling-3.1-flash-GGUF | 333 GiB | 10 | unknown | over 192 GB GPU | HF files |
| Q5_K_M bartowski/Ling-3.1-flash-GGUF | 406 GiB | 12 | unknown | over 192 GB GPU | HF files |
| Q8_0 bartowski/Ling-3.1-flash-GGUF | 567 GiB | 16 | unknown | over 192 GB GPU | HF files |
No verified file: FP16, BF16, 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
41.1
Variant: Ling 3.1 Flash · observed 2026-10-17 · source
Rank #6 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
No reported measurement yet. Submit one.