Inkling
Released2026-07-15Size975B · 41B activeArchitecturesliding-window attnLicenseapache-2.0AA rank#24 of 75
Files and memory at 8K context
| Quant | File | Files | + KV + runtime | Smallest fit | Source |
|---|---|---|---|---|---|
| Q8_0 unsloth/inkling-GGUF | 798 GiB | 19 | 799 GiB+ | over 192 GB GPU | HF files |
| BF16 unsloth/inkling-GGUF | 1,764 GiB | 41 | 1,766 GiB+ | over 192 GB GPU | HF files |
| MLX 4-bit mixed precision mlx-community/Inkling-mlx-4bit | 511 GiB | 98 | 513 GiB+ | over 512 GB Mac | HF files |
No verified file: Q4_K_M, Q5_K_M, FP16, 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
25.0
Variant: Inkling (Xhigh) · observed 2026-10-17 · source
Rank #24 of 75 researched 2026 models.
Arena text rating
1,441
95% CI 1437–1446 · 40,648 votes · published 2026-10-15 · dataset
Exact listed model name; hosted reasoning/quantization may differ from local checkpoint.
Scores describe the evaluated hosted variant, not each quantized file. AA and Arena are never averaged.
Reported speeds 0
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