model family

Kimi K2.5

Published by moonshotai. 1 member measured on real machines, across 1 build. Every number below was signed by the machine that produced it — none of it is from a model card.

what it takes, what it returns

image + text → texttext → text

Declared by the network’s catalog, not measured — a signature says what this family would be asked. Whether it answered is the signed capability flags on each member.

1 of 47 builds measured · 46 still open

Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-i1-GGUF1 build measured →

hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-i1-GGUF:IQ3_XXS27b-reasoning~mradermacher-qwen3-5-distilled-i1 · IQ3_XXS · mradermacher · ollama · 1 machine

—recalled

—served

0.4best tok/s

Builds this network knows of

Declared, not measured — this is what the catalog says exists and what it would cost a machine to hold. Nothing here is signed, and none of it claims the build works.

how much memory does your machine have

22 of 47 builds fit a 16 GB machine — budgeting 70% of it, or 11.2 GiB, because the cache and the runtime want the rest.

nikita-savelyev-cerebras/tiny-random-kimi-k2.5BF16vllmderived by nikita-savelyev-cerebras
0.0 GiB
huggingface-mic/Kimi-K2.5-micBF16vllmderived by huggingface-mic
0.0 GiB
hf.co/Anbeeld/Kimi-K2.5-DFlash-GGUF:Q2_KQ2_Kollamaderived by Anbeeld
1.2 GiB
hf.co/Anbeeld/Kimi-K2.5-DFlash-GGUF:Q3_K_MQ3_K_Mollamaderived by Anbeeld
1.5 GiB
hf.co/freakyskittle/kimi-k2.5-dflash.gguf:Q4_0Q4_0ollamaderived by freakyskittle
1.8 GiB
hf.co/Radamanthys11/Kimi-K2.5-DFlash-GGUF:Q4_K_MQ4_K_Mollamaderived by Radamanthys11
1.9 GiB
hf.co/freakyskittle/kimi-k2.5-dflash.gguf:Q5_0Q5_0ollamaderived by freakyskittle
2.2 GiB
nvidia/Kimi-K2.5-Thinking-Eagle3BF16vllmderived by nvidia
3.4 GiB
hf.co/Radamanthys11/Kimi-K2.5-DFlash-GGUF:Q8_0Q8_0ollamaderived by Radamanthys11
3.4 GiB
biosai-hf/kimi-k2.5-eagle3-mlaBF16vllmderived by biosai-hf
5.6 GiB
lightseekorg/kimi-k2.5-eagle3-mlaBF16vllmderived by lightseekorg
5.6 GiB
lightseekorg/kimi-k2.5-eagle3BF16vllmderived by lightseekorg
5.9 GiB
z-lab/Kimi-K2.5-DFlashBF16vllmderived by z-lab
6.5 GiB
hf.co/Anbeeld/Kimi-K2.5-DFlash-GGUF:BF16BF16ollamaderived by Anbeeld
6.5 GiB
hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-i1-GGUF:IQ1_SIQ1_Sollamaderived by mradermacher
6.7 GiB
hf.co/mradermacher/Kimi-K2.5-BF16-Pruned-20B-GGUF:Q2_KQ2_Kollamaderived by mradermacher
7.2 GiB
hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-i1-GGUF:IQ2_XXSIQ2_XXSollamaderived by mradermacher
7.9 GiB
hf.co/mradermacher/Kimi-K2.5-BF16-Pruned-20B-GGUF:Q3_K_SQ3_K_Sollamaderived by mradermacher
8.4 GiB
hf.co/mradermacher/Kimi-K2.5-BF16-Pruned-20B-GGUF:Q3_K_LQ3_K_Lollamaderived by mradermacher
9.8 GiB
hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-GGUF:Q2_KQ2_Kollamaderived by mradermacher
10.0 GiB
hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-i1-GGUF:IQ3_XXSIQ3_XXSollamameasured herederived by mradermacher
10.4 GiB
hf.co/mradermacher/Kimi-K2.5-BF16-Pruned-20B-GGUF:Q4_K_SQ4_K_Sollamaderived by mradermacher
10.7 GiB
hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-GGUF:Q3_K_SQ3_K_Sollamaderived by mradermacher
11.2 GiB
hf.co/mradermacher/Kimi-K2.5-BF16-Pruned-20B-GGUF:Q4_K_MQ4_K_Mollamaderived by mradermacher
12.1 GiB
hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-GGUF:Q3_K_LQ3_K_Lollamaderived by mradermacher
13.4 GiB
hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-i1-GGUF:Q4_0Q4_0ollamaderived by mradermacher
14.5 GiB
hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-GGUF:Q4_K_SQ4_K_Sollamaderived by mradermacher
14.5 GiB
eatang/Kimi-K2.5-2layerBF16vllmderived by eatang
15.3 GiB
hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-GGUF:Q4_K_MQ4_K_Mollamaderived by mradermacher
15.4 GiB
hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-i1-GGUF:Q4_K_MQ4_K_Mollamaderived by mradermacher
15.4 GiB
hf.co/mradermacher/Kimi-K2.5-BF16-Pruned-20B-GGUF:Q8_0Q8_0ollamaderived by mradermacher
19.7 GiB
hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-GGUF:Q8_0Q8_0ollamaderived by mradermacher
26.6 GiB
unsloth/Kimi-K2.5-GGUF:IQ1_SIQ1_Sllamacppquantized by unsloth
257.0 GiB
unsloth/Kimi-K2.5-GGUF:IQ2_XXSIQ2_XXSllamacppquantized by unsloth
304.3 GiB
spicyneuron/Kimi-K2.5-MLX-2.8bit4BITmlxderived by spicyneuron
343.0 GiB
ISTA-DASLab/Kimi-K2.5-P48NVFP4-MoESQW4A4vllmderived by ISTA-DASLab
347.6 GiB
unsloth/Kimi-K2.5-GGUF:IQ3_XXSIQ3_XXSllamacppquantized by unsloth
386.3 GiB
mlx-community/Kimi-K2.5-mlx-DQ3_K_M-q84BITmlxderived by mlx-community
438.3 GiB
amd/Kimi-K2.5-MXFP4QUARKvllmquantized by amd
520.6 GiB
kwanhee/Kimi-K2.5-P48-NVFP4-W4A4GS32W4A4vllmderived by kwanhee
524.8 GiB
unsloth/Kimi-K2.5-GGUF:Q4_0Q4_0llamacppquantized by unsloth
541.3 GiB
nvidia/Kimi-K2.5-NVFP4NVFP4vllmquantized by nvidia
550.2 GiB
moonshotai/Kimi-K2.5BF16vllmpublished by moonshotai
554.3 GiB
unsloth/Kimi-K2.5-GGUF:Q4_K_MQ4_K_Mllamacppquantized by unsloth
578.6 GiB
mlx-community/Kimi-K2.54BITmlxquantized by mlx-community
612.5 GiB
unsloth/Kimi-K2.5-GGUF:Q8_0Q8_0llamacppquantized by unsloth
1016.1 GiB
unsloth/Kimi-K2.5-GGUF:BF16BF16llamacppquantized by unsloth
1912.1 GiB

Sizes are what the catalog declares, not what a machine measured — fitting on disk is necessary and not sufficient. Nobody here has run these on your machine, and this narrows the candidates rather than certifying one.

the same builds, by member

Kimi-K2.5-BF16-Pruned-20B

hf.co/mradermacher/Kimi-K2.5-BF16-Pruned-20B-GGUF:Q2_KQ2_Kollama7.2 GiB on diskderived by mradermacher

hf.co/mradermacher/Kimi-K2.5-BF16-Pruned-20B-GGUF:Q3_K_SQ3_K_Sollama8.4 GiB on diskderived by mradermacher

hf.co/mradermacher/Kimi-K2.5-BF16-Pruned-20B-GGUF:Q3_K_LQ3_K_Lollama9.8 GiB on diskderived by mradermacher

hf.co/mradermacher/Kimi-K2.5-BF16-Pruned-20B-GGUF:Q4_K_SQ4_K_Sollama10.7 GiB on diskderived by mradermacher

hf.co/mradermacher/Kimi-K2.5-BF16-Pruned-20B-GGUF:Q4_K_MQ4_K_Mollama12.1 GiB on diskderived by mradermacher

hf.co/mradermacher/Kimi-K2.5-BF16-Pruned-20B-GGUF:Q8_0Q8_0ollama19.7 GiB on diskderived by mradermacher

Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-GGUF

hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-GGUF:Q2_KQ2_Kollama10.0 GiB on diskderived by mradermacher

hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-GGUF:Q3_K_SQ3_K_Sollama11.2 GiB on diskderived by mradermacher

hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-GGUF:Q3_K_LQ3_K_Lollama13.4 GiB on diskderived by mradermacher

hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-GGUF:Q4_K_SQ4_K_Sollama14.5 GiB on diskderived by mradermacher

hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-GGUF:Q4_K_MQ4_K_Mollama15.4 GiB on diskderived by mradermacher

hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-GGUF:Q8_0Q8_0ollama26.6 GiB on diskderived by mradermacher

Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-i1-GGUF

hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-i1-GGUF:IQ1_SIQ1_Sollama6.7 GiB on diskderived by mradermacher

hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-i1-GGUF:IQ2_XXSIQ2_XXSollama7.9 GiB on diskderived by mradermacher

hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-i1-GGUF:IQ3_XXSIQ3_XXSollama10.4 GiB on diskderived by mradermacher

hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-i1-GGUF:Q4_0Q4_0ollama14.5 GiB on diskderived by mradermacher

hf.co/mradermacher/Qwen3.5-27B-kimi-k2.5-Reasoning-Distilled-i1-GGUF:Q4_K_MQ4_K_Mollama15.4 GiB on diskderived by mradermacher

Kimi K2.5 BASE

unsloth/Kimi-K2.5-GGUF:IQ1_SIQ1_Sllamacpp257.0 GiB on diskquantized by unsloth

unsloth/Kimi-K2.5-GGUF:IQ2_XXSIQ2_XXSllamacpp304.3 GiB on diskquantized by unsloth

unsloth/Kimi-K2.5-GGUF:IQ3_XXSIQ3_XXSllamacpp386.3 GiB on diskquantized by unsloth

amd/Kimi-K2.5-MXFP4QUARKvllm520.6 GiB on diskquantized by amd

unsloth/Kimi-K2.5-GGUF:Q4_0Q4_0llamacpp541.3 GiB on diskquantized by unsloth

nvidia/Kimi-K2.5-NVFP4NVFP4vllm550.2 GiB on diskquantized by nvidia

moonshotai/Kimi-K2.5BF16vllm554.3 GiB on diskpublished by moonshotai

unsloth/Kimi-K2.5-GGUF:Q4_K_MQ4_K_Mllamacpp578.6 GiB on diskquantized by unsloth

mlx-community/Kimi-K2.54BITmlx612.5 GiB on diskquantized by mlx-community

unsloth/Kimi-K2.5-GGUF:Q8_0Q8_0llamacpp1016.1 GiB on diskquantized by unsloth

unsloth/Kimi-K2.5-GGUF:BF16BF16llamacpp1912.1 GiB on diskquantized by unsloth

kimi-k2.5-eagle3-mla

biosai-hf/kimi-k2.5-eagle3-mlaBF16vllm5.6 GiB on diskderived by biosai-hf

Kimi-K2.5-2layer

eatang/Kimi-K2.5-2layerBF16vllm15.3 GiB on diskderived by eatang

Kimi-K2.5-mic

huggingface-mic/Kimi-K2.5-micBF16vllm40 MiB on diskderived by huggingface-mic

Kimi-K2.5-P48NVFP4-MoESQ

ISTA-DASLab/Kimi-K2.5-P48NVFP4-MoESQW4A4vllm347.6 GiB on diskderived by ISTA-DASLab

kimi-k2.5-eagle3

lightseekorg/kimi-k2.5-eagle3BF16vllm5.9 GiB on diskderived by lightseekorg

kimi-k2.5-eagle3-mla

lightseekorg/kimi-k2.5-eagle3-mlaBF16vllm5.6 GiB on diskderived by lightseekorg

Kimi-K2.5-mlx-DQ3_K_M-q8

mlx-community/Kimi-K2.5-mlx-DQ3_K_M-q84BITmlx438.3 GiB on diskderived by mlx-community

tiny-random-kimi-k2.5

nikita-savelyev-cerebras/tiny-random-kimi-k2.5BF16vllm6 MiB on diskderived by nikita-savelyev-cerebras

Kimi-K2.5-Thinking-Eagle3

nvidia/Kimi-K2.5-Thinking-Eagle3BF16vllm3.4 GiB on diskderived by nvidia

Kimi-K2.5-MLX-2.8bit

spicyneuron/Kimi-K2.5-MLX-2.8bit4BITmlx343.0 GiB on diskderived by spicyneuron

Kimi-K2.5-DFlash

hf.co/Anbeeld/Kimi-K2.5-DFlash-GGUF:Q2_KQ2_Kollama1.2 GiB on diskderived by Anbeeld

hf.co/Anbeeld/Kimi-K2.5-DFlash-GGUF:Q3_K_MQ3_K_Mollama1.5 GiB on diskderived by Anbeeld

hf.co/freakyskittle/kimi-k2.5-dflash.gguf:Q4_0Q4_0ollama1.8 GiB on diskderived by freakyskittle

hf.co/Radamanthys11/Kimi-K2.5-DFlash-GGUF:Q4_K_MQ4_K_Mollama1.9 GiB on diskderived by Radamanthys11

hf.co/freakyskittle/kimi-k2.5-dflash.gguf:Q5_0Q5_0ollama2.2 GiB on diskderived by freakyskittle

hf.co/Radamanthys11/Kimi-K2.5-DFlash-GGUF:Q8_0Q8_0ollama3.4 GiB on diskderived by Radamanthys11

z-lab/Kimi-K2.5-DFlashBF16vllm6.5 GiB on diskderived by z-lab

hf.co/Anbeeld/Kimi-K2.5-DFlash-GGUF:BF16BF16ollama6.5 GiB on diskderived by Anbeeld

Kimi-K2.5-P48-NVFP4-W4A4GS32

kwanhee/Kimi-K2.5-P48-NVFP4-W4A4GS32W4A4vllm524.8 GiB on diskderived by kwanhee

ask your own gram

Your concierge can answer this from the network rather than from this page. The ask carries the operator id, so it resolves to a capability and an engine — not to a name somebody has to recognise.

What has this network measured about the Kimi K2.5 family (epn.family.kimi-k2-5), and can my gram run any of it? See /inferences/kimi-k2-5

open a gramx with this ask →epn.family.kimi-k2-5