AI Compatibility Tier List
MacBook Air M1 16GB
374 AI models ranked by how well they run on your 16 GB unified memory hardware. Best match: Qwen 3.5 4B (score: 90).
374
Models tested
212
Can run
16 GB
unified memory
18
Best tok/s
Tier Distribution
S 4
A 27
B 30
C 151
F 162
S: 4A: 27B: 30C: 151F: 162
S
S Tier -- Perfect Fit (4 models)
These models run flawlessly with headroom to spare.
A
A Tier -- Great Fit (27 models)
Excellent performance with comfortable memory margins.
Jina Embeddings v30.57B5.8 GB8 tok/s8K ctx
dense
Qwen 3 4B4B7.3 GB18 tok/s33K ctx
dense
Nemotron Nano 8B8B9.5 GB9 tok/s33K ctx
dense
SQLCoder 7B7B8.9 GB10 tok/s8K ctx
dense
BGE M30.57B4.9 GB8 tok/s8K ctx
dense
Qwen 2.5 VL 7B7B7.8 GB10 tok/s33K ctx
dense
InternVL2 8B8B9.5 GB9 tok/s8K ctx
dense
Magistral 7B7B8.9 GB10 tok/s8K ctx
dense
Ministral 3 8B8B9.7 GB9 tok/s29K ctx
multimodal
MiniCPM-V 2.6 8B8B9.5 GB9 tok/s2K ctx
dense
CodeGeeX 4 9B9B8.7 GB8 tok/s89K ctx
dense
Gemma 4 E4B8B8.8 GB7 tok/s50K ctx
dense
mxbai Embed Large0.34B4.8 GB5 tok/s1K ctx
dense
Qwen 2.5 Coder 3B3B6.7 GB23 tok/s51K ctx
dense
Nemotron Nano 9B v29B10.6 GB8 tok/s22K ctx
dense
Qwen 2.5 7B7B7.8 GB10 tok/s87K ctx
dense
DevStral 7B7B8.9 GB10 tok/s8K ctx
dense
Snowflake Arctic Embed L0.34B4.8 GB5 tok/s1K ctx
dense
Codestral Mamba 7B7B7.4 GB11 tok/s151K ctx
state-space
BGE Large EN v1.50.34B4.8 GB5 tok/s1K ctx
dense
Granite Code 8B8B9.5 GB9 tok/s8K ctx
dense
Granite 4.1 8B8B9.9 GB9 tok/s26K ctx
dense
Qwen 3.5 2B2B5.6 GB28 tok/s72K ctx
dense
GLM-4 9B9B8.7 GB8 tok/s89K ctx
dense
WizardMath 7B7B8.9 GB10 tok/s4K ctx
dense
OLMo 2 7B7B8.9 GB10 tok/s4K ctx
dense
Gemma 3 4B4B7.1 GB13 tok/s50K ctx
dense
B
B Tier -- Good Fit (30 models)
Solid performance, may need quantization or reduced context.
Gemma 4 E2B5.1B6.3 GB11 tok/s128K ctx
dense
Ministral 3 3B3B5.2 GB24 tok/s154K ctx
multimodal
Qwen 2.5 Coder 7B7B7.8 GB10 tok/s87K ctx
dense
Nomic Embed Text v1.50.14B3.5 GB2 tok/s8K ctx
dense
Phi 4 Mini 4B4B6.5 GB18 tok/s70K ctx
dense
Qwen 3 14B14B13.6 GB4 tok/s4K ctx
dense
Qwen 2.5 3B3B6.7 GB23 tok/s51K ctx
dense
Solar 7B7B9.8 GB10 tok/s8K ctx
dense
Llama 3.1 8B8B9.5 GB9 tok/s33K ctx
dense
Qwen 3 1.7B1.7B5.4 GB24 tok/s33K ctx
dense
DeepSeek R1 Distill 7B7B7.8 GB10 tok/s33K ctx
dense
Granite Code 3B3B6.9 GB22 tok/s8K ctx
dense
Samantha 7B7B8.9 GB10 tok/s4K ctx
dense
Phi 3 Mini 3.8B3.8B10.8 GB18 tok/s18K ctx
dense
Granite 4.1 3B3B5.7 GB24 tok/s93K ctx
dense
Falcon 7B Instruct7B7.0 GB11 tok/s8K ctx
dense
Phi 3.5 Mini 4B4B10.9 GB17 tok/s18K ctx
dense
Qwen 2.5 Coder 1.5B1.5B4.0 GB21 tok/s33K ctx
dense
Ministral 3 14B14B13.6 GB4 tok/s4K ctx
multimodal
DeepSeek R1 Distill 8B8B9.5 GB9 tok/s33K ctx
dense
All MiniLM L6 v20.02B2.9 GB2 tok/s0K ctx
dense
Mistral 7B Instruct v0.37B8.9 GB10 tok/s8K ctx
dense
Llama 3.2 3B3B6.2 GB24 tok/s66K ctx
dense
OLMo 2 13B13B13.0 GB5 tok/s6K ctx
dense
Llama 3.2 11B Vision11B11.3 GB7 tok/s16K ctx
vision
Pixtral 12B12B12.4 GB5 tok/s10K ctx
dense
Yi Coder 9B9B9.6 GB8 tok/s37K ctx
dense
SmolLM3 3B3B6.4 GB24 tok/s58K ctx
dense
Ministral 8B8B9.7 GB9 tok/s29K ctx
dense
DeepSeek R1 1.5B1.5B4.0 GB21 tok/s33K ctx
dense
C
C Tier -- Tight Fit (151 models)
Runs with offloading or significant compromises.
TinyLlama 1.1B1.1B3.6 GB15 tok/s4K ctx
dense
Qwen 2.5 Math 7B7B7.8 GB10 tok/s4K ctx
dense
Qwen 2.5 1.5B1.5B4.0 GB21 tok/s131K ctx
dense
Gemma 2 2B2B5.4 GB27 tok/s8K ctx
dense
OpenChat 7B7B8.9 GB10 tok/s8K ctx
dense
Granite 3.1 8B8B9.5 GB10 tok/s33K ctx
state-space
OpenHermes 2.5 7B7B8.9 GB10 tok/s8K ctx
dense
Yi 1.5 9B9B9.6 GB8 tok/s4K ctx
dense
Gemma 3 1B1B3.6 GB14 tok/s33K ctx
dense
Zephyr 7B Beta7B8.9 GB10 tok/s33K ctx
dense
Nemotron Mini 4B4B7.0 GB18 tok/s4K ctx
dense
Starling LM 7B7B8.9 GB10 tok/s8K ctx
dense
Meta Llama 3.1 8B Instruct
C508B8.4 GB8 tok/s68K ctx
dense
llava llama 3 8b v1 1
C508B8.4 GB8 tok/s68K ctx
dense
DeepSeek R1 0528 Qwen3 8B8B8.4 GB8 tok/s68K ctx
dense
Meta Llama 3 8B Instruct
C508B8.4 GB8 tok/s68K ctx
dense
DeepSeek R1 Distill Llama 8B8B8.4 GB8 tok/s68K ctx
dense
Dolphin3.0 Llama3.1 8B
C498B8.4 GB8 tok/s68K ctx
dense
Llama 3 8B Instruct 32k v0.1
C498B8.4 GB8 tok/s68K ctx
dense
Meta Llama 3.1 8B Instruct
C498B8.4 GB8 tok/s68K ctx
dense
vntl llama3 8b v2
C498B8.4 GB8 tok/s68K ctx
dense
DeepSeek R1 0528 Qwen3 8B
C498B8.4 GB8 tok/s68K ctx
dense
DeepSeek R1 0528 Qwen3 8B
C498B8.4 GB8 tok/s68K ctx
dense
Llama 2 7B Chat
C497B7.7 GB10 tok/s90K ctx
dense
Qwen3 8B DeepSeek v3.2 Speciale Distill
C498B8.4 GB8 tok/s68K ctx
dense
Mistral 7B Instruct v0.2
C497B7.7 GB10 tok/s90K ctx
dense
falcon mamba 7b instruct Q4 K M
C497B7.7 GB11 tok/s90K ctx
dense
Hermes 3 Llama 3.1 8B
C498B8.4 GB8 tok/s68K ctx
dense
Qwen3.5 9B9B9.2 GB7 tok/s52K ctx
dense
Qwen3.5 9B Uncensored HauhauCS Aggressive
C499B9.2 GB7 tok/s52K ctx
dense
Mistral 7B Instruct v0.3
C497B7.7 GB10 tok/s90K ctx
dense
Hermes 2 Pro Llama 3 8B
C498B8.4 GB8 tok/s68K ctx
dense
Dolphin3.0 Llama3.1 8B
C498B8.4 GB8 tok/s68K ctx
dense
granite 8b code instruct 4k
C498B8.4 GB8 tok/s68K ctx
dense
dolphin 2.9.4 llama3.1 8b
C498B8.4 GB8 tok/s68K ctx
dense
EXAONE 3.5 7.8B Instruct
C497.8B8.3 GB9 tok/s72K ctx
dense
Neural Chat 7B7B8.9 GB10 tok/s8K ctx
dense
Gemma 2 9B9B13.2 GB5 tok/s8K ctx
dense
Qwen3.5 9B
C499B9.2 GB7 tok/s52K ctx
dense
EXAONE 3.5 7.8B Instruct
C497.8B8.3 GB9 tok/s72K ctx
dense
openchat 3.6 8b 20240522 IMat
C498B8.4 GB8 tok/s68K ctx
dense
EXAONE 3.5 7.8B Instruct i1
C497.8B8.3 GB9 tok/s72K ctx
dense
aya expanse 8b
C498B8.4 GB8 tok/s68K ctx
dense
Mamba Codestral 7B v0.1
C497B7.7 GB11 tok/s90K ctx
dense
exaone 3.0 7.8b it
C497.8B8.3 GB9 tok/s72K ctx
dense
dolphin v2 8b abliterated i1
C498B8.4 GB8 tok/s68K ctx
dense
Mistral 7B Instruct v0.3
C497B7.7 GB10 tok/s90K ctx
dense
Hermes 2 Pro Mistral 7B
C497B7.7 GB10 tok/s90K ctx
dense
aya expanse 8b orthogonal heretic i1
C498B8.4 GB8 tok/s68K ctx
dense
zephyr 7B beta
C497B7.7 GB10 tok/s90K ctx
dense
Yi Coder 9B Chat
C499B9.2 GB7 tok/s52K ctx
dense
Nous Hermes 2 Mistral 7B DPO
C497B7.7 GB10 tok/s90K ctx
dense
glm 4 9b chat 1m
C499B9.2 GB7 tok/s52K ctx
dense
Falcon H1R 7B
C497B7.7 GB10 tok/s90K ctx
dense
aya expanse 8b orthogonal heretic
C498B8.4 GB8 tok/s68K ctx
dense
zephyr 7B alpha
C497B7.7 GB10 tok/s90K ctx
dense
speechless zephyr code functionary 7b
C497B7.7 GB10 tok/s90K ctx
dense
StarCoder2 7B
C497B7.7 GB10 tok/s90K ctx
dense
Yi 1.5 9B Chat
C499B9.2 GB7 tok/s52K ctx
dense
japanese stablelm instruct gamma 7B
C497B7.7 GB10 tok/s90K ctx
dense
internlm2 5 1 8b chat i1
C498B8.4 GB8 tok/s68K ctx
dense
internlm3 8b instruct abliterated i1
C498B8.4 GB8 tok/s68K ctx
dense
Yi 1.5 6B6B7.3 GB12 tok/s4K ctx
dense
Falcon H1 7B Instruct
C497B7.7 GB10 tok/s90K ctx
dense
Falcon H1R 7B7B7.7 GB10 tok/s90K ctx
dense
stabilityai japanese stablelm base gamma 7b
C497B7.7 GB10 tok/s90K ctx
dense
baichuan2 7b chat
C497B7.7 GB10 tok/s90K ctx
dense
DiscoPOP zephyr 7b gemma
C497B7.7 GB10 tok/s90K ctx
dense
starcoder2 7b
C497B7.7 GB10 tok/s90K ctx
dense
zephyr 7b beta Mistral 7B Instruct v0.2
C497B7.7 GB10 tok/s90K ctx
dense
OpenChat 3.5 7B Qwen v2.0 i1
C497B7.7 GB10 tok/s90K ctx
dense
OpenChat 3.5 7B Starling v2.0 i1
C497B7.7 GB10 tok/s90K ctx
dense
internlm2 math plus 7b IMat
C497B7.7 GB10 tok/s90K ctx
dense
Yi 9B Coder i1
C499B9.2 GB7 tok/s52K ctx
dense
CodeNinja 1.0 OpenChat 7B i1
C497B7.7 GB10 tok/s90K ctx
dense
internlm2 5 7b chat i1
C497B7.7 GB10 tok/s90K ctx
dense
OpenSafetyLab MD Judge v0 2 internlm2 7b
C497B7.7 GB10 tok/s90K ctx
dense
MD Judge v0 2 internlm2 7b i1
C497B7.7 GB10 tok/s90K ctx
dense
zephyr 7b gemma sft african ultrachat 100k
C497B7.7 GB10 tok/s90K ctx
dense
jointpreferences mistral 7b sft helpful
C497B7.7 GB10 tok/s90K ctx
dense
HelpingAI2 9B
C499B9.2 GB7 tok/s52K ctx
dense
zephyr 7b dpo full i1
C497B7.7 GB10 tok/s90K ctx
dense
blossom v3 baichuan2 7b i1
C497B7.7 GB10 tok/s90K ctx
dense
blossom v1 baichuan 7b i1
C487B7.7 GB10 tok/s90K ctx
dense
Qwen 2.5 Coder 0.5B0.5B3.1 GB7 tok/s131K ctx
dense
HelpingAI2 9B i1
C489B9.2 GB7 tok/s52K ctx
dense
HelpingAI 9B 200k i1
C489B9.2 GB7 tok/s52K ctx
dense
HelpingAI 9B i1
C489B9.2 GB7 tok/s52K ctx
dense
Yi 1.5 6B Chat
C486B7.0 GB11 tok/s119K ctx
dense
stablelm 2 zephyr 1 6b
C486B7.0 GB11 tok/s119K ctx
dense
Aya Expanse 8B8B9.5 GB9 tok/s8K ctx
dense
Yi 1.5 6B Chat
C486B7.0 GB11 tok/s119K ctx
dense
stablelm 2 1 6b chat imatrix
C486B7.0 GB11 tok/s119K ctx
dense
StarCoder2 7B7B7.4 GB10 tok/s16K ctx
dense
HelpingAI2 6B
C486B7.0 GB11 tok/s119K ctx
dense
HelpingAI2 6B i1
C486B7.0 GB11 tok/s119K ctx
dense
Qwen 3 0.6B0.6B3.8 GB8 tok/s33K ctx
dense
Llama 3.2 1B1B3.7 GB14 tok/s128K ctx
dense
Mistral Nemo 12B12B12.4 GB5 tok/s10K ctx
dense
Dolphin 2.9 8B8B9.5 GB9 tok/s33K ctx
dense
HelpingAI2.5 5B i1
C475B6.3 GB13 tok/s160K ctx
dense
Qwen3.5 4B4B5.5 GB17 tok/s220K ctx
dense
gemma 3 4b it
C474B5.5 GB17 tok/s220K ctx
dense
gemma 3 4b it
C474B5.5 GB17 tok/s220K ctx
dense
Llama 3.2 3B Instruct
C473B5.1 GB19 tok/s306K ctx
dense
gemma 2 2b it
C472B4.5 GB26 tok/s495K ctx
dense
Qwen2.5 3B Instruct3B4.8 GB22 tok/s321K ctx
dense
Llama 3.2 3B Instruct
C463B4.8 GB22 tok/s321K ctx
dense
Ministral 3 3B Instruct 2512
C463B4.8 GB22 tok/s321K ctx
dense
HELVETE 3B
C463B4.8 GB22 tok/s321K ctx
dense
Hermes 3 Llama 3.2 3B
C463B4.8 GB22 tok/s321K ctx
dense
stablelm zephyr 3b
C463B4.8 GB22 tok/s321K ctx
dense
StarCoder2 3B
C463B4.8 GB22 tok/s321K ctx
dense
gemma 2b2B4.1 GB28 tok/s524K ctx
dense
EXAONE 3.5 2.4B Instruct
C462.4B4.4 GB28 tok/s423K ctx
dense
AI21 Jamba Reasoning 3B
C463B4.8 GB22 tok/s321K ctx
dense
Gemmasutra Mini 2B v1
C462B4.1 GB28 tok/s524K ctx
dense
stablelm 3b 4e1t
C463B4.8 GB22 tok/s321K ctx
dense
ai21labs AI21 Jamba Reasoning 3B
C463B4.8 GB22 tok/s321K ctx
dense
ai21labs AI21 Jamba2 3B
C463B4.8 GB22 tok/s321K ctx
dense
gemma 2 2b it
C462B4.1 GB28 tok/s524K ctx
dense
HelpingAI 3B hindi i1
C463B4.8 GB22 tok/s321K ctx
dense
AI21 Jamba2 3B
C463B4.8 GB22 tok/s321K ctx
dense
HelpingAI 3B hindi
C463B4.8 GB22 tok/s321K ctx
dense
AI21 Jamba2 3B i1
C463B4.8 GB22 tok/s321K ctx
dense
SOLAR 10.7B Instruct v1.0 uncensored
C4510.7B10.4 GB6 tok/s30K ctx
dense
Nous Hermes 2 SOLAR 10.7B
C4510.7B10.4 GB6 tok/s30K ctx
dense
Qwen 3.5 0.6B0.6B3.8 GB8 tok/s131K ctx
dense
StarCoder2 3B3B4.9 GB24 tok/s16K ctx
dense
gemma 3 12b it
C4512B11.4 GB6 tok/s18K ctx
dense
HelpingAI2.5 10B i1
C4510B9.9 GB7 tok/s38K ctx
dense
solar finalised finetuned Model 10.7B i1
C4510.7B10.4 GB6 tok/s30K ctx
dense
SOLAR 10.7B v1.0
C4510.7B10.4 GB6 tok/s30K ctx
dense
Helply 10.2b chat i1
C4510.2B10.0 GB7 tok/s36K ctx
dense
Qwen2.5 1.5B Instruct1.5B3.7 GB21 tok/s726K ctx
dense
DeepSeek R1 Distill Qwen 1.5B1.5B3.7 GB21 tok/s726K ctx
dense
Yi Coder 1.5B Chat
C441.5B3.7 GB21 tok/s726K ctx
dense
stablelm 2 zephyr 1.6b
C441.6B3.8 GB22 tok/s675K ctx
dense
logos16v2 stablelm2 1.6b i1
C441.6B3.8 GB22 tok/s675K ctx
dense
Yi Coder 1.5B
C441.5B3.7 GB21 tok/s726K ctx
dense
Falcon H1 1.5B Instruct1.5B3.7 GB21 tok/s726K ctx
dense
Llama 3.2 1B Instruct Q8 0
C431B3.6 GB14 tok/s1102K ctx
dense
EXAONE 4.0 1.2B
C431.2B3.5 GB17 tok/s928K ctx
dense
TinyLlama 1.1B Chat v1.0
C431.1B3.4 GB15 tok/s1020K ctx
dense
TinyLlama 1.1B Chat v0.3
C421.1B3.4 GB15 tok/s1020K ctx
dense
TinyLlama 1.1B Chat v0.61.1B3.4 GB15 tok/s1020K ctx
dense
Llama 3.2 1B Instruct
C421B3.4 GB14 tok/s1131K ctx
dense
gemma 3 1b it
C421B3.4 GB14 tok/s1131K ctx
dense
Qwen 2.5 0.5B0.5B3.1 GB7 tok/s131K ctx
dense
TinyLlama 1.1B Chat v1.0 imatrix
C421.1B3.4 GB15 tok/s1020K ctx
dense
Falcon3 1B Instruct abliterated
C421B3.4 GB14 tok/s1131K ctx
dense
F
F Tier -- Can't Run (162 models)
Too heavy for this hardware.
SmolVLM 500M Instruct
D400.5B3.1 GB7 tok/s1357K ctx
dense
embeddinggemma 300M
D380.3B3.0 GB4 tok/s1383K ctx
dense
granite embedding 107m multilingual
D360.11B2.8 GB2 tok/s1412K ctx
dense
Falcon H1 Tiny 90M Instruct
D350.09B2.8 GB2 tok/s1414K ctx
dense
DeepSeek R1 Distill Qwen 14B14B12.8 GB4 tok/s4K ctx
dense
NousResearch Hermes 4 14B
D3414B12.8 GB4 tok/s4K ctx
dense
GGUF SOLARized GraniStral 14B 2102 YeAM HCT 32QKV
D3414B12.8 GB4 tok/s4K ctx
dense
internlm JanusCoder 14B
D3414B12.8 GB4 tok/s4K ctx
dense
GGUF SOLARized GraniStral 14B 1902 YeAM HCT
D3414B12.8 GB4 tok/s4K ctx
dense
Phi 4 reasoning vision 15B
D3415B13.5 GB4 tok/s4K ctx
dense
StarCoder2 15B
D3415B13.5 GB4 tok/s4K ctx
dense
starcoder2 15b instruct v0.1
D3415B13.5 GB4 tok/s4K ctx
dense
starcoder2 15b i1
D3415B13.5 GB4 tok/s4K ctx
dense
starcoder2 15b instruct v0.1
D3315B13.5 GB4 tok/s4K ctx
dense
HelpingAI 15B i1
D3315B13.5 GB4 tok/s4K ctx
dense
Llama 3.1 70B70B50.2 GB2 tok/s4K ctx
dense
Llama 3.3 70B70B50.2 GB2 tok/s4K ctx
dense
Qwen 2.5 14B14B14.1 GB4 tok/s4K ctx
dense
Qwen 2.5 32B32B26.1 GB2 tok/s4K ctx
dense
Qwen 2.5 72B72B51.4 GB2 tok/s4K ctx
dense
Qwen 2.5 Coder 14B14B14.1 GB4 tok/s4K ctx
dense
Qwen 2.5 Coder 32B32B26.1 GB2 tok/s4K ctx
dense
Qwen 3 32B32B26.1 GB2 tok/s4K ctx
dense
Qwen 3 235B A22B235B148.8 GB2 tok/s4K ctx
moe
Qwen 3 30B A3B30.5B22.7 GB3 tok/s4K ctx
moe
Qwen3-Coder 30B A3B Instruct30.5B22.7 GB3 tok/s4K ctx
moe
Qwen3-Coder-Next80B52.9 GB2 tok/s4K ctx
moe
Qwen3-Coder 480B A35B Instruct480B298.3 GB2 tok/s4K ctx
moe
Qwen3-VL 30B A3B Instruct30B22.4 GB3 tok/s4K ctx
moe
Qwen 3.5 27B27B22.3 GB2 tok/s4K ctx
dense
Qwen 3.5 35B A3B35B25.4 GB3 tok/s4K ctx
moe
Qwen 3.6 35B A3B35B28.1 GB3 tok/s4K ctx
moe
Qwen 3.6 27B27B20.1 GB2 tok/s4K ctx
dense
Qwen 3.5 122B A10B122B79.5 GB2 tok/s4K ctx
moe
Qwen 3.5 397B A17B397B247.7 GB2 tok/s4K ctx
moe
Gemma 2 27B27B30.3 GB2 tok/s4K ctx
dense
Gemma 3 12B12B14.8 GB3 tok/s5K ctx
dense
Gemma 3 27B27B30.3 GB2 tok/s4K ctx
dense
Mistral Small 24B24B19.7 GB2 tok/s4K ctx
dense
Mistral Small 3.2 24B24B19.7 GB2 tok/s4K ctx
vision
Mixtral 8x7B47B33.3 GB2 tok/s4K ctx
moe
Mixtral 8x22B141B92.1 GB2 tok/s4K ctx
moe
DeepSeek R1 Distill 14B14B14.1 GB4 tok/s4K ctx
dense
DeepSeek R1 Distill 32B32B26.1 GB2 tok/s4K ctx
dense
Phi-4 14B14B14.2 GB4 tok/s4K ctx
dense
Phi-4-reasoning-plus 14B14.7B14.6 GB4 tok/s4K ctx
dense
Granite 4.1 30B30B24.8 GB2 tok/s4K ctx
dense
Command R 35B35B26.4 GB2 tok/s4K ctx
dense
Falcon 40B Instruct40B33.3 GB2 tok/s4K ctx
dense
WizardLM 13B13B22.8 GB2 tok/s4K ctx
dense
StarCoder 7B7B14.2 GB7 tok/s8K ctx
dense
StarCoder 15B15B28.1 GB2 tok/s4K ctx
dense
CodeLlama 7B Instruct7B14.7 GB7 tok/s9K ctx
dense
CodeLlama 13B Instruct13B22.8 GB2 tok/s4K ctx
dense
StarCoder2 15B15B14.6 GB3 tok/s4K ctx
dense
MPT-7B-Instruct7B14.7 GB7 tok/s8K ctx
dense
MPT-30B-Instruct30B47.7 GB2 tok/s4K ctx
dense
InternLM 7B7B14.7 GB7 tok/s8K ctx
dense
InternLM Chat 7B7B14.7 GB7 tok/s8K ctx
dense
Devstral Small 1.124B19.7 GB2 tok/s4K ctx
dense
Devstral Small 2 24B Instruct24B19.7 GB2 tok/s4K ctx
dense
Devstral 2 123B Instruct123B83.0 GB2 tok/s4K ctx
dense
Mistral Small 4 119B119B80.6 GB2 tok/s4K ctx
moe
Leanstral 119B A6B119B84.0 GB2 tok/s4K ctx
moe
Mistral Large 3675B419.7 GB2 tok/s4K ctx
moe
Magistral Small 250724B19.7 GB2 tok/s4K ctx
dense
Codestral 2 25.0822B18.5 GB2 tok/s4K ctx
dense
GLM-5744B475.5 GB2 tok/s4K ctx
moe
GLM-5.1754B481.6 GB2 tok/s4K ctx
moe
Kimi K2.51000B620.1 GB2 tok/s4K ctx
moe
Kimi K2.61000B620.1 GB2 tok/s4K ctx
moe
Kimi Linear 48B A3B48B32.8 GB2 tok/s4K ctx
linear
Nous Hermes 1.09B20.3 GB4 tok/s4K ctx
dense
Nous Dolphin 13B13B24.2 GB2 tok/s4K ctx
dense
Baichuan 7B7B14.7 GB7 tok/s8K ctx
dense
Baichuan 13B13B24.2 GB2 tok/s4K ctx
dense
Cerebras-GPT 13B13B21.8 GB2 tok/s4K ctx
dense
StableLM 2 12B12B23.5 GB2 tok/s4K ctx
dense
InternLM 20B20B35.3 GB2 tok/s4K ctx
dense
Yi 34B Chat34B27.0 GB2 tok/s4K ctx
dense
DeepSeek V3 671B671B471.5 GB2 tok/s4K ctx
moe
DeepSeek V3.1 671B671B471.5 GB2 tok/s4K ctx
moe
DeepSeek V4 Pro1600B866.5 GB2 tok/s4K ctx
moe
DeepSeek V4 Flash284B161.9 GB2 tok/s4K ctx
moe
DeepSeek R1 671B671B471.5 GB2 tok/s4K ctx
moe
DeepSeek Coder V2 16B16B15.7 GB7 tok/s4K ctx
moe
DeepSeek Coder V2 236B236B205.2 GB2 tok/s4K ctx
moe
DeepSeek V2.5 236B236B205.2 GB2 tok/s4K ctx
moe
DeepSeek LLM 7B7B14.2 GB7 tok/s4K ctx
dense
DeepSeek LLM 67B67B49.3 GB2 tok/s4K ctx
dense
Llama 4 Scout 17B 16E109B72.0 GB2 tok/s4K ctx
moe
Llama 4 Maverick 17B 128E400B249.6 GB2 tok/s4K ctx
moe
Command R+ 104B104B69.5 GB2 tok/s4K ctx
dense
Command A 111B111B74.2 GB2 tok/s4K ctx
dense
Phi 3 Medium 14B14B14.2 GB4 tok/s4K ctx
dense
Yi 1.5 34B34B27.0 GB2 tok/s4K ctx
dense
Codestral 22B22B18.5 GB2 tok/s4K ctx
dense
Pixtral Large 124B124B83.6 GB2 tok/s4K ctx
dense
Qwen 2.5 VL 72B72B51.4 GB2 tok/s4K ctx
dense
Qwen 2.5 Math 72B72B51.4 GB2 tok/s4K ctx
dense
Nemotron 70B70B50.2 GB2 tok/s4K ctx
dense
LLaVA 1.5 7B7B14.7 GB7 tok/s4K ctx
dense
LLaVA 1.6 13B13B22.8 GB2 tok/s4K ctx
dense
CogVLM2 19B19B16.7 GB2 tok/s4K ctx
dense
Vicuna 7B7B14.7 GB7 tok/s4K ctx
dense
Vicuna 13B13B22.8 GB2 tok/s4K ctx
dense
Granite Code 20B20B18.0 GB2 tok/s4K ctx
dense
GPT-OSS 20B21B17.9 GB4 tok/s4K ctx
moe
OLMo 2 32B32B26.1 GB2 tok/s4K ctx
dense
Nemotron 3 Nano 30B30B23.4 GB2 tok/s4K ctx
dense
EXAONE 4.0 32B32B26.1 GB2 tok/s4K ctx
dense
LFM2 24B24B19.7 GB2 tok/s4K ctx
dense
Llama 3.1 405B405B257.4 GB2 tok/s4K ctx
dense
DeepSeek R1 Distill 70B70B50.2 GB2 tok/s4K ctx
dense
Granite Code 34B34B27.0 GB2 tok/s4K ctx
dense
GPT-OSS 120B117B78.9 GB2 tok/s4K ctx
dense
Aya Expanse 32B32B24.6 GB2 tok/s4K ctx
dense
Mistral Small 3.1 24B24B19.7 GB2 tok/s4K ctx
dense
Gemma 4 26B A4B25.2B21.7 GB3 tok/s4K ctx
moe
Gemma 4 31B30.7B36.0 GB2 tok/s4K ctx
dense
DeepSeek V3.2671B412.4 GB2 tok/s4K ctx
moe
Nemotron Cascade 2 30B A3B30B23.9 GB3 tok/s4K ctx
moe
MiniMax M2.7
F0230B146.7 GB2 tok/s4K ctx
moe
Solar Open 100B
F0100B75.3 GB2 tok/s4K ctx
dense
Baichuan M2 32B Q4 K M
F032B25.9 GB2 tok/s4K ctx
dense
baichuan inc Baichuan M2 32B
F032B25.9 GB2 tok/s4K ctx
dense
Codestral 22B v0.1
F022B18.6 GB2 tok/s4K ctx
dense
cognitivecomputations Dolphin Mistral 24B Venice Edition
F024B20.1 GB2 tok/s4K ctx
dense
cognitivecomputations Dolphin3.0 R1 Mistral 24B
F024B20.1 GB2 tok/s4K ctx
dense
internlm2 5 20b chat
F020B17.2 GB2 tok/s4K ctx
dense
Qwen3 48B A4B Savant Commander Distill 12X Closed Open Heretic Uncensored
F048B37.5 GB2 tok/s4K ctx
dense
internlm2 limarp chat 20b
F020B17.2 GB2 tok/s4K ctx
dense
Codestral 22B v0.1 IMat
F022B18.6 GB2 tok/s4K ctx
dense
EXAONE 4.0 32B
F032B25.9 GB2 tok/s4K ctx
dense
K EXAONE 236B A23B
F0236B174.2 GB2 tok/s4K ctx
dense
Codestral 22B v0.1
F022B18.6 GB2 tok/s4K ctx
dense
Qwen3.5 35B A3B
F035B28.1 GB2 tok/s4K ctx
dense
gemma 3 27b it
F027B22.3 GB2 tok/s4K ctx
dense
Llama 3.3 70B Instruct
F070B53.5 GB2 tok/s4K ctx
dense
Mistral Small 24B Instruct 2501
F024B20.1 GB2 tok/s4K ctx
dense
mistral small 3.1 24b instruct 2503 hf
F024B20.1 GB2 tok/s4K ctx
dense
aya expanse 32b heretic MPOA i1
F032B25.9 GB2 tok/s4K ctx
dense
Baichuan M3 235B
F0235B173.5 GB2 tok/s4K ctx
dense
Baichuan M3 235B i1
F0235B173.5 GB2 tok/s4K ctx
dense
BaichuanMed OCR 72B i1
F072B55.0 GB2 tok/s4K ctx
dense
Codestral 21B Pruned i1
F021B17.9 GB2 tok/s4K ctx
dense
Codestral 22B v0.1 i1
F022B18.6 GB2 tok/s4K ctx
dense
Codestral RAG 19B Pruned i1
F019B16.4 GB2 tok/s4K ctx
dense
Dolphin Mistral GLM 4.7 Flash 24B Venice Edition Thinking Uncensored i1
F024B20.1 GB2 tok/s4K ctx
dense
internlm2 math plus 20b i1
F020B17.2 GB2 tok/s4K ctx
dense
Solar Open 100B i1
F0100B75.3 GB2 tok/s4K ctx
dense
Solar Open 69B REAP i1
F069B52.8 GB2 tok/s4K ctx
dense
Hermes 4.3 36B
F036B28.8 GB2 tok/s4K ctx
dense
stabilityai japanese stablelm instruct beta 70b
F070B53.5 GB2 tok/s4K ctx
dense
Codestral 22B v0.1
F022B18.6 GB2 tok/s4K ctx
dense
gemma 3 27b it27B22.3 GB2 tok/s4K ctx
dense
Mistral Small 3.2 24B Instruct 250624B20.1 GB2 tok/s4K ctx
dense
Qwen3.5 122B A10B122B76.7 GB2 tok/s4K ctx
dense
Qwen3.5 27B27B22.3 GB2 tok/s4K ctx
dense
Qwen3.5 35B A3B35B28.1 GB2 tok/s4K ctx
dense
Qwen3.5 397B A17B397B291.3 GB2 tok/s4K ctx
dense
cognitivecomputations Dolphin Mistral 24B Venice Edition
F024B20.1 GB2 tok/s4K ctx
dense
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