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M4 Ultra 512GB

116 models / sorted by best_quality

Quality Fastest Least mem Newest
Runs comfortably
GLM-5.3-Flash UD-IQ1_S Unsloth
93.1GB 1000k ctx
FIT Runs comfortably
SPEED 125 tok/s
ⓘ estimated
MEMORY 93/512GB
GLM-5.3-Flash UD-Q2_K_XL Unsloth
109.0GB 1000k ctx
FIT Runs comfortably
SPEED 107 tok/s
ⓘ estimated
MEMORY 109/512GB
GLM-5.3-Flash UD-IQ3_XXS Unsloth
120.0GB 1000k ctx
FIT Runs comfortably
SPEED 97 tok/s
ⓘ estimated
MEMORY 120/512GB
GLM-5.3-Flash UD-Q4_K_XL Unsloth
200.0GB 1000k ctx
FIT Runs comfortably
SPEED 58 tok/s
ⓘ estimated
MEMORY 200/512GB
DeepSeek V4.1 Flash NVFP4
260.0GB 1000k ctx
FIT Runs comfortably
SPEED 87 tok/s
ⓘ estimated
MEMORY 260/512GB
DeepSeek V4.1 Flash Q4_K_M
224.6GB 1000k ctx
FIT Runs comfortably
SPEED 101 tok/s
ⓘ estimated
MEMORY 225/512GB
DeepSeek V4.1 Flash UD-Q2_K_XL
346.4GB 1000k ctx
FIT Runs comfortably
SPEED 65 tok/s
ⓘ estimated
MEMORY 346/512GB
DeepSeek V4 Flash 0731 UD-Q8_K_XL Unsloth
162.0GB 1000k ctx
FIT Runs comfortably
SPEED 88 tok/s
ⓘ estimated
MEMORY 162/512GB
DeepSeek V4 Flash 0731 UD-Q4_K_XL Unsloth
155.0GB 1000k ctx
FIT Runs comfortably
SPEED 92 tok/s
ⓘ estimated
MEMORY 155/512GB
Ornith-1.5-397B Q4_K_M
244.0GB 132k cap
FIT Runs comfortably
SPEED 3 tok/s
ⓘ estimated
MEMORY 244/512GB
Ornith-1.5-397B Q5_K_M
286.0GB 111k cap
FIT Runs comfortably
SPEED 2 tok/s
ⓘ estimated
MEMORY 286/512GB
Ornith-1.5-397B Q6_K
331.0GB 88k cap
FIT Runs comfortably
SPEED 2 tok/s
ⓘ estimated
MEMORY 331/512GB
Ornith-1.5-397B Q8_0
429.0GB 38k cap
FIT Runs comfortably
SPEED 2 tok/s
ⓘ estimated
MEMORY 429/512GB
Qwen3.8-Flash-Next UD-IQ1_S Unsloth
72.5GB 262k ctx
FIT Runs comfortably
SPEED 140 tok/s
ⓘ estimated
MEMORY 73/512GB
Qwen3.8-Flash-Next EXL3_2BPW
62.7GB 262k ctx
FIT Runs comfortably
SPEED 172 tok/s
ⓘ estimated
MEMORY 63/512GB
Qwen3.8-Flash-Next EXL3_3BPW
85.0GB 262k ctx
FIT Runs comfortably
SPEED 144 tok/s
ⓘ estimated
MEMORY 85/512GB
GLM 5.2 Q2_K Unsloth
240.0GB 1000k ctx
FIT Runs comfortably
SPEED 51 tok/s
ⓘ estimated
MEMORY 240/512GB
GLM 5.2 Q3_K_M Unsloth
365.0GB 1000k ctx
FIT Runs comfortably
SPEED 33 tok/s
ⓘ estimated
MEMORY 365/512GB
GLM 5.2 Q4_K_M Unsloth
410.0GB 1000k ctx
FIT Runs comfortably
SPEED 30 tok/s
ⓘ estimated
MEMORY 410/512GB
DeepSeek V3 0324 Q2_K
188.0GB 128k ctx
FIT Runs comfortably
SPEED 63 tok/s
ⓘ estimated
MEMORY 188/512GB
DeepSeek V3 0324 Q4_K_M
368.0GB 128k ctx
FIT Runs comfortably
SPEED 32 tok/s
ⓘ estimated
MEMORY 368/512GB
Ornith-1.5-35B-A3B Q8_0
37.8GB 262k ctx
FIT Runs comfortably
SPEED 121 tok/s
ⓘ estimated
MEMORY 38/512GB
Ornith-1.5-35B-A3B BF16
71.1GB 262k ctx
FIT Runs comfortably
SPEED 80 tok/s
ⓘ estimated
MEMORY 71/512GB
Ornith-1.5-35B-A3B Q4_K_M
21.7GB 262k ctx
FIT Runs comfortably
SPEED 161 tok/s
ⓘ estimated
MEMORY 22/512GB
Ornith-1.5-35B-A3B Q5_K_M
25.3GB 262k ctx
FIT Runs comfortably
SPEED 150 tok/s
ⓘ estimated
MEMORY 25/512GB
Ornith-1.5-35B-A3B Q6_K
29.2GB 262k ctx
FIT Runs comfortably
SPEED 140 tok/s
ⓘ estimated
MEMORY 29/512GB
Qwen3.6 35B A3B Q8_0
37.0GB 262k ctx
FIT Runs comfortably
SPEED 121 tok/s
ⓘ estimated
MEMORY 37/512GB
Qwen3.6 35B A3B Q4_K_M
20.0GB 262k ctx
FIT Runs comfortably
SPEED 165 tok/s
ⓘ estimated
MEMORY 20/512GB
Pokee-Isaac 28B FP16
56.0GB 760k cap
FIT Runs comfortably
SPEED 11 tok/s
ⓘ estimated
MEMORY 56/512GB
Pokee-Isaac 28B Q8_0
28.0GB 803k cap
FIT Runs comfortably
SPEED 22 tok/s
ⓘ estimated
MEMORY 28/512GB
Pokee-Isaac 28B Q4_K_M
16.0GB 823k cap
FIT Runs comfortably
SPEED 36 tok/s
ⓘ estimated
MEMORY 16/512GB
Qwen3 235B A22B Q2_K
68.0GB 128k ctx
FIT Runs comfortably
SPEED 45 tok/s
ⓘ estimated
MEMORY 68/512GB
Qwen3 235B A22B Q4_K_M
125.0GB 128k ctx
FIT Runs comfortably
SPEED 33 tok/s
ⓘ estimated
MEMORY 125/512GB
Qwen3.8-27B UD-Q4_K_XL Unsloth
17.6GB 262k ctx
FIT Runs comfortably
SPEED 33 tok/s
ⓘ estimated
MEMORY 18/512GB
Qwen3.8-27B UD-Q2_K_XL Unsloth
9.8GB 262k ctx
FIT Runs comfortably
SPEED 54 tok/s
ⓘ estimated
MEMORY 10/512GB
Qwen3.8-27B UD-IQ1_S Unsloth
6.2GB 262k ctx
FIT Runs comfortably
SPEED 78 tok/s
ⓘ estimated
MEMORY 6/512GB
Qwen3.8-27B NVFP4 Unsloth
15.2GB 262k ctx
FIT Runs comfortably
SPEED 38 tok/s
ⓘ estimated
MEMORY 15/512GB
Gemma 4 31B NVFP4
16.0GB 256k ctx
FIT Runs comfortably
SPEED 34 tok/s
ⓘ estimated
MEMORY 16/512GB
Gemma 4 31B BF16
61.4GB 256k ctx
FIT Runs comfortably
SPEED 10 tok/s
ⓘ estimated
MEMORY 61/512GB
Gemma 4 31B QAT
18.0GB 256k ctx
FIT Runs comfortably
SPEED 31 tok/s
ⓘ estimated
MEMORY 18/512GB
Gemma 4 31B Q8_0
32.6GB 256k ctx
FIT Runs comfortably
SPEED 18 tok/s
ⓘ estimated
MEMORY 33/512GB
Gemma 4 31B Q4_K_M
18.3GB 256k ctx
FIT Runs comfortably
SPEED 30 tok/s
ⓘ estimated
MEMORY 18/512GB
Gemma 4 26B A4B BF16
50.0GB 256k ctx
FIT Runs comfortably
SPEED 63 tok/s
ⓘ estimated
MEMORY 50/512GB
Gemma 4 26B A4B Q8_0
25.0GB 256k ctx
FIT Runs comfortably
SPEED 99 tok/s
ⓘ estimated
MEMORY 25/512GB
Gemma 4 26B A4B Q4_K_M
13.0GB 256k ctx
FIT Runs comfortably
SPEED 136 tok/s
ⓘ estimated
MEMORY 13/512GB
Gemma 4 26B A4B NVFP4
14.0GB 256k ctx
FIT Runs comfortably
SPEED 132 tok/s
ⓘ estimated
MEMORY 14/512GB
Qwen3.6 27B Q8_0
28.0GB 128k ctx
FIT Runs comfortably
SPEED 21 tok/s
ⓘ estimated
MEMORY 28/512GB
Qwen3.6 27B Q4_K_M
16.5GB 128k ctx
FIT Runs comfortably
SPEED 34 tok/s
ⓘ estimated
MEMORY 17/512GB
Qwen3 32B Q5_K_M
24.5GB 128k ctx
FIT Runs comfortably
SPEED 24 tok/s
ⓘ estimated
MEMORY 25/512GB
Qwen3 32B Q8_0
34.0GB 128k ctx
FIT Runs comfortably
SPEED 18 tok/s
ⓘ estimated
MEMORY 34/512GB
Qwen3 32B Q6_K
28.5GB 128k ctx
FIT Runs comfortably
SPEED 21 tok/s
ⓘ estimated
MEMORY 29/512GB
Qwen3 32B Q4_K_M
20.0GB 128k ctx
FIT Runs comfortably
SPEED 29 tok/s
ⓘ estimated
MEMORY 20/512GB
MiMo-V2.6-Flash FP8
177.7GB 83k cap
FIT Runs comfortably
SPEED 26 tok/s
ⓘ estimated
MEMORY 178/512GB
MiMo-V2.6-Flash Q2_K
77.0GB 108k cap
FIT Runs comfortably
SPEED 33 tok/s
ⓘ estimated
MEMORY 77/512GB
Nemotron 3.5 Lightning Q8_0
58.0GB 999k cap
FIT Runs comfortably
SPEED 78 tok/s
ⓘ estimated
MEMORY 58/512GB
Nemotron 3.5 Lightning Q4_K_M
32.0GB 1000k ctx
FIT Runs comfortably
SPEED 119 tok/s
ⓘ estimated
MEMORY 32/512GB
Nemotron 3.5 Lightning FP16
60.0GB 995k cap
FIT Runs comfortably
SPEED 75 tok/s
ⓘ estimated
MEMORY 60/512GB
Ornith-1.5-9B Q6_K
7.6GB 262k ctx
FIT Runs comfortably
SPEED 68 tok/s
ⓘ estimated
MEMORY 8/512GB
Ornith-1.5-9B Q4_K_M
5.8GB 262k ctx
FIT Runs comfortably
SPEED 84 tok/s
ⓘ estimated
MEMORY 6/512GB
Ornith-1.5-9B Q5_K_M
6.6GB 262k ctx
FIT Runs comfortably
SPEED 75 tok/s
ⓘ estimated
MEMORY 7/512GB
Ornith-1.5-9B BF16
18.4GB 262k ctx
FIT Runs comfortably
SPEED 32 tok/s
ⓘ estimated
MEMORY 18/512GB
Ornith-1.5-9B Q8_0
9.8GB 262k ctx
FIT Runs comfortably
SPEED 55 tok/s
ⓘ estimated
MEMORY 10/512GB
Qwen3 30B A3B Q4_K_M
15.5GB 128k ctx
FIT Runs comfortably
SPEED 173 tok/s
ⓘ estimated
MEMORY 16/512GB
Qwen3 30B A3B Q8_0
31.0GB 128k ctx
FIT Runs comfortably
SPEED 124 tok/s
ⓘ estimated
MEMORY 31/512GB
Phi-4 14B Q4_K_M
8.5GB 16k ctx
FIT Runs comfortably
SPEED 65 tok/s
ⓘ estimated
MEMORY 9/512GB
Phi-4 14B Q8_0
15.0GB 16k ctx
FIT Runs comfortably
SPEED 39 tok/s
ⓘ estimated
MEMORY 15/512GB
Phi-4 14B FP16
29.0GB 16k ctx
FIT Runs comfortably
SPEED 21 tok/s
ⓘ estimated
MEMORY 29/512GB
Xing4.0-29B-A4B BF16
62.4GB 256k ctx
FIT Runs comfortably
SPEED 48 tok/s
ⓘ estimated
MEMORY 62/512GB
Xing4.0-29B-A4B Q4_K_M
20.1GB 256k ctx
FIT Runs comfortably
SPEED 85 tok/s
ⓘ estimated
MEMORY 20/512GB
Llama 3.3 70B Instruct Q3_K_M
30.0GB 128k ctx
FIT Runs comfortably
SPEED 18 tok/s
ⓘ estimated
MEMORY 30/512GB
Llama 3.3 70B Instruct Q2_K
21.5GB 128k ctx
FIT Runs comfortably
SPEED 24 tok/s
ⓘ estimated
MEMORY 22/512GB
Llama 3.3 70B Instruct Q4_K_M
42.0GB 128k ctx
FIT Runs comfortably
SPEED 14 tok/s
ⓘ estimated
MEMORY 42/512GB
Llama 3.3 70B Instruct Q8_0
74.0GB 128k ctx
FIT Runs comfortably
SPEED 8 tok/s
ⓘ estimated
MEMORY 74/512GB
Qwen3 14B Q4_K_M
9.0GB 128k ctx
FIT Runs comfortably
SPEED 59 tok/s
ⓘ estimated
MEMORY 9/512GB
Qwen3 14B Q8_0
15.0GB 128k ctx
FIT Runs comfortably
SPEED 38 tok/s
ⓘ estimated
MEMORY 15/512GB
Gemma 4 12B Q8_0
13.0GB 128k ctx
FIT Runs comfortably
SPEED 44 tok/s
ⓘ estimated
MEMORY 13/512GB
Gemma 4 12B Q4_K_M
7.2GB 128k ctx
FIT Runs comfortably
SPEED 72 tok/s
ⓘ estimated
MEMORY 7/512GB
Gemma 3 27B Q8_0
28.0GB 128k ctx
FIT Runs comfortably
SPEED 21 tok/s
ⓘ estimated
MEMORY 28/512GB
Gemma 3 27B Q4_K_M
17.0GB 128k ctx
FIT Runs comfortably
SPEED 33 tok/s
ⓘ estimated
MEMORY 17/512GB
Qwen3 8B Q8_0
8.5GB 128k ctx
FIT Runs comfortably
SPEED 62 tok/s
ⓘ estimated
MEMORY 9/512GB
Qwen3 8B Q4_K_M
5.2GB 128k ctx
FIT Runs comfortably
SPEED 90 tok/s
ⓘ estimated
MEMORY 5/512GB
Gemma 3 12B Q4_K_M
7.5GB 128k ctx
FIT Runs comfortably
SPEED 71 tok/s
ⓘ estimated
MEMORY 8/512GB
Gemma 3 12B Q8_0
13.5GB 128k ctx
FIT Runs comfortably
SPEED 43 tok/s
ⓘ estimated
MEMORY 14/512GB
Mixtral 8x7B Instruct Q3_K_M
19.0GB 32k ctx
FIT Runs comfortably
SPEED 90 tok/s
ⓘ estimated
MEMORY 19/512GB
Mixtral 8x7B Instruct Q4_K_M
26.5GB 32k ctx
FIT Runs comfortably
SPEED 70 tok/s
ⓘ estimated
MEMORY 27/512GB
Kolibri 1 BF16
156.2GB 1048k ctx
FIT Runs comfortably
SPEED 4 tok/s
ⓘ estimated
MEMORY 156/512GB
Mistral Nemo 12B Q8_0
13.2GB 128k ctx
FIT Runs comfortably
SPEED 44 tok/s
ⓘ estimated
MEMORY 13/512GB
Mistral Nemo 12B Q4_K_M
7.3GB 128k ctx
FIT Runs comfortably
SPEED 73 tok/s
ⓘ estimated
MEMORY 7/512GB
Qwen3 4B Q4_K_M
2.6GB 32k ctx
FIT Runs comfortably
SPEED 175 tok/s
ⓘ estimated
MEMORY 3/512GB
Phi-4 Mini Q4_K_M
2.5GB 128k ctx
FIT Runs comfortably
SPEED 197 tok/s
ⓘ estimated
MEMORY 3/512GB
Phi-4 Mini Q8_0
4.1GB 128k ctx
FIT Runs comfortably
SPEED 133 tok/s
ⓘ estimated
MEMORY 4/512GB
Llama 3.1 8B Instruct Q4_K_M
4.5GB 128k ctx
FIT Runs comfortably
SPEED 100 tok/s
ⓘ estimated
MEMORY 5/512GB
Llama 3.1 8B Instruct Q8_0
8.0GB 128k ctx
FIT Runs comfortably
SPEED 65 tok/s
ⓘ estimated
MEMORY 8/512GB
Llama 3.1 8B Instruct FP16
16.0GB 128k ctx
FIT Runs comfortably
SPEED 36 tok/s
ⓘ estimated
MEMORY 16/512GB
Gemma 3 4B Q4_K_M
3.0GB 128k ctx
FIT Runs comfortably
SPEED 155 tok/s
ⓘ estimated
MEMORY 3/512GB
Gemma 3 4B Q8_0
5.0GB 128k ctx
FIT Runs comfortably
SPEED 105 tok/s
ⓘ estimated
MEMORY 5/512GB
Llama 3.2 3B Instruct Q8_0
3.5GB 128k ctx
FIT Runs comfortably
SPEED 146 tok/s
ⓘ estimated
MEMORY 4/512GB
Llama 3.2 3B Instruct Q4_K_M
2.0GB 128k ctx
FIT Runs comfortably
SPEED 220 tok/s
ⓘ estimated
MEMORY 2/512GB
Mellum2.1 12B Thinking Q4_K_M
7.0GB 131k ctx
FIT Runs comfortably
SPEED 394 tok/s
ⓘ estimated
MEMORY 7/512GB
Mellum2.1 12B Thinking FP16
24.3GB 131k ctx
FIT Runs comfortably
SPEED 125 tok/s
ⓘ estimated
MEMORY 24/512GB
Muse Glimmer 30B FP16
60.0GB 128k ctx
FIT Runs comfortably
SPEED 10 tok/s
ⓘ estimated
MEMORY 60/512GB
Muse Glimmer 30B Q8_0
33.0GB 128k ctx
FIT Runs comfortably
SPEED 18 tok/s
ⓘ estimated
MEMORY 33/512GB
Muse Glimmer 30B Q4_K_M
18.0GB 128k ctx
FIT Runs comfortably
SPEED 32 tok/s
ⓘ estimated
MEMORY 18/512GB
Muse Spark Open 816B-A42B NVFP4
484.0GB 1024k ctx
FIT Runs comfortably
SPEED 26 tok/s
ⓘ estimated
MEMORY 484/512GB
Muse Spark Open 816B-A42B UD-Q2_K_XL
311.0GB 1024k ctx
FIT Runs comfortably
SPEED 41 tok/s
ⓘ estimated
MEMORY 311/512GB
Muse Spark Open 816B-A42B UD-IQ1_S
176.0GB 1024k ctx
FIT Runs comfortably
SPEED 72 tok/s
ⓘ estimated
MEMORY 176/512GB
MiniMax M2.7 UD-IQ1_M Unsloth
60.7GB 200k ctx
FIT Runs comfortably
SPEED 11 tok/s
ⓘ estimated
MEMORY 61/512GB
MiniMax M2.7 UD-Q4_K_XL Unsloth
140.8GB 200k ctx
FIT Runs comfortably
SPEED 5 tok/s
ⓘ estimated
MEMORY 141/512GB
MiniMax M2.7 UD-Q2_K_XL Unsloth
75.3GB 200k ctx
FIT Runs comfortably
SPEED 9 tok/s
ⓘ estimated
MEMORY 75/512GB
MiniMax M3 MXFP4
256.5GB 1048k ctx
FIT Runs comfortably
SPEED 3 tok/s
ⓘ estimated
MEMORY 257/512GB
MiniMax M3 UD-Q4_K_XL Unsloth
264.9GB 1048k ctx
FIT Runs comfortably
SPEED 2 tok/s
ⓘ estimated
MEMORY 265/512GB
MiniMax M3 UD-IQ1_M Unsloth
128.4GB 1048k ctx
FIT Runs comfortably
SPEED 5 tok/s
ⓘ estimated
MEMORY 128/512GB
MiniMax M3 UD-Q2_K_XL Unsloth
143.0GB 1048k ctx
FIT Runs comfortably
SPEED 5 tok/s
ⓘ estimated
MEMORY 143/512GB
LFM2.5-24B-A2B FP8
24.0GB 131k ctx
FIT Runs comfortably
SPEED 282 tok/s
ⓘ estimated
MEMORY 24/512GB
LFM2.5-24B-A2B Q4_K_M
13.7GB 131k ctx
FIT Runs comfortably
SPEED 448 tok/s
ⓘ estimated
MEMORY 14/512GB
Runs tight
GLM 5.2 Q5_K_M Unsloth
510.0GB 409k cap
FIT Runs tight
SPEED 24 tok/s
ⓘ estimated
MEMORY 510/512GB

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Official API and platform for Zhipu AI's open-source GLM models. GLM-5.2 avai...
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Official API and platform for Zhipu AI's open-source GLM models. GLM-5.2 avai...
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Official API and platform for Zhipu AI's open-source GLM models. GLM-5.2 avai...
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Official API and platform for Zhipu AI's open-source GLM models. GLM-5.2 avai...
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